awesome-mcp-servers

# Awesome MCP Servers [](https://github.com/sindresorhus/awesome) A curated list of Model Context Protocol (MCP) servers and tools. MCP is an open standard introduced by Anthropic that enables AI models to connect with external data sources and tools, enhancing their capabilities through standardized interfaces. ## Table of Contents - [AI Services](#ai-services) - [Art and Culture](#art-and-culture) - [Browser Automation](#browser-automation) - [Cloud Platforms](#cloud-platforms) - [Communication](#communication) - [Data Science Tools](#data-science-tools) - [Databases](#databases) - [Developer Tools](#developer-tools) - [File Systems](#file-systems) - [Finance](#finance) - [Gaming](#gaming) - [Knowledge and Memory](#knowledge-and-memory) - [Location Services](#location-services) - [Marketing](#marketing) - [Monitoring](#monitoring) - [Note Taking](#note-taking) - [Research and Data](#research-and-data) - [Search](#search) - [Security](#security) - [Social Media](#social-media) - [System Automation](#system-automation) - [Travel and Transportation](#travel-and-transportation) - [Version Control](#version-control) - [Workflow Automation](#workflow-automation) - [Other Tools and Integrations](#other-tools-and-integrations) <!-- MCP_LIST_START --> ### AI Services <img src="https://user-images.githubusercontent.com/74038190/213910845-af37a709-8995-40d6-be59-724526e3c3d7.gif" width="900"> <br><br> - [Adfin](https://github.com/Adfin-Engineering/mcp-server-adfin) - A Model Context Protocol Server for connecting with Adfin APIs - [AgentRPC](https://github.com/agentrpc/agentrpc) - A universal RPC layer for AI agents. Connect to any function, any language, any framework, in minutes. - [Chronulus MCP Agent](https://github.com/ChronulusAI/chronulus-mcp) - MCP Server for Chronulus AI Forecasting and Prediction Agents - [Dart](https://github.com/its-dart/dart-mcp-server) - Dart AI Model Context Protocol (MCP) server - [DevHub](https://github.com/devhub/devhub-cms-mcp) - DevHub CMS LLM integration through the Model Context Protocol - [E2B](https://github.com/e2b-dev/mcp-server) - Giving Claude ability to run code with E2B via MCP (Model Context Protocol) - [EduBase](https://github.com/EduBase/MCP) - The EduBase MCP server enables Claude and other LLMs to interact with EduBase's comprehensive e-learning platform through the Model Context Protocol (MCP). - [Exa MCP Server](https://github.com/exa-labs/exa-mcp-server) - Claude can perform Web Search | Exa with MCP (Model Context Protocol) - [ForeverVM](https://github.com/jamsocket/forevervm/tree/main/javascript/mcp-server) - Securely run AI-generated code in stateful sandboxes that run forever. - [gotoHuman](https://github.com/gotohuman/gotohuman-mcp-server) - Facilitates human review of AI-generated content and automated actions via asynchronous webhooks - [IBM wxflows](https://github.com/IBM/wxflows/tree/main/examples/mcp/javascript) - Examples and tutorials for building AI applications with watsonx.ai Flows Engine - [Inkeep](https://github.com/inkeep/mcp-server-python) - Provides a Retrieval Augmented Generation (RAG) server for accessing product documentation via the Model Context Protocol (MCP) - [Langfuse MCP Server](https://github.com/langfuse/mcp-server-langfuse) - Model Context Protocol (MCP) Server for Langfuse Prompt Management. This server allows you to access and manage your Langfuse prompts through the Model Context Protocol. - [Lingo.dev](https://github.com/lingodotdev/lingo.dev/blob/main/mcp.md) - ⚡️ AI localization toolkit for web & mobile. Translate instantly from CI/CD, using the best LLM models. - [Meilisearch](https://github.com/meilisearch/meilisearch-mcp) - A Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfaces. - [Metoro MCP Server](https://github.com/metoro-io/metoro-mcp-server) - Connects LLMs to Kubernetes clusters via the Claude Desktop App, using Metoro's observability data - [Perplexity](https://github.com/ppl-ai/modelcontextprotocol) - A Model Context Protocol Server connector for Perplexity API, to enable web search without leaving the MCP ecosystem. - [Riza](https://github.com/riza-io/riza-mcp) - Securely executes and manages LLM-generated code via isolated code interpretation and API tools - [Tavily](https://github.com/tavily-ai/tavily-mcp) - Enables AI assistants to access real-time web data via advanced search and extraction - [ZenML MCP Server](https://github.com/zenml-io/mcp-zenml) - MCP server to connect an MCP client (Cursor, Claude Desktop etc) with your ZenML MLOps and LLMOps pipelines - [<div align="center"><img src="https://github.com/user-attachments/assets/211d0c2b-04de-471e-b1ed-97da94a58d82" height="20"/></div>](https://github.com/Upsonic/gpt-computer-assistant) - The most reliable AI agent framework that supports MCP. - [ADX MCP Server](https://github.com/pab1it0/adx-mcp-server) - A Model Context Protocol (MCP) server that enables AI assistants to query and analyze Azure Data Explorer databases through standardized interfaces. - [AgentMail MCP Toolkit](https://github.com/agentmail-to/agentmail-toolkit/tree/main/mcp) - Manages AgentMail email inboxes via an MCP server, enabling AI-assisted email creation, retrieval, and response - [AIQL](https://github.com/AI-QL) - Streamlines AI application development and deployment in cloud-native environments - [Airtable MCP Server](https://github.com/domdomegg/airtable-mcp-server) - 🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases - [Alibaba Cloud Tablestore MCP Server](https://github.com/aliyun/alibabacloud-tablestore-mcp-server) - Connects Alibaba Cloud Tablestore to large language models via the Model Context Protocol - [Amazon Bedrock Nova Canvas](https://github.com/zxkane/mcp-server-amazon-bedrock) - Model Context Procotol(MCP) server for using Amazon Bedrock Nova Canvas to generate images - [AnyChat Completions MCP](https://github.com/pyroprompts/any-chat-completions-mcp) - Integrates various AI chat APIs (OpenAI, Perplexity, etc.) with Claude via the Model Context Protocol - [APISIX MCP Bridge](https://github.com/api7/apisix-mcp) - APISIX Model Context Protocol (MCP) server is used to bridge large language models (LLMs) with the APISIX Admin API. - [Baidu AI Search](https://github.com/baidubce/app-builder/tree/master/python/mcp_server/ai_search) - appbuilder-sdk, 千帆AppBuilder-SDK帮助开发者灵活、快速的搭建AI原生应用 - [Base MCP](https://github.com/base/base-mcp) - Provides onchain tools for AI applications to interact with the Base Network and Coinbase API - [BigQuery Chat](https://github.com/ergut/mcp-bigquery-server) - A Model Context Protocol (MCP) server that provides secure, read-only access to BigQuery datasets. Enables Large Language Models (LLMs) to safely query and analyze data through a standardized interface. - [Bing Web Search API](https://github.com/leehanchung/bing-search-mcp) - MCP Server for Bing Search API - [Bitte MCP](https://github.com/BitteProtocol/mcp) - Provides MCP (Model Control Protocol) servers for various services, including Bitte AI integrations - [Brave Search MCP Server](https://github.com/modelcontextprotocol/servers/tree/main/src/brave-search) - Model Context Protocol Servers - [CentralMind Gateway](https://github.com/centralmind/gateway) - MCP-Server from your Database optimized for LLMs and AI-Agents. - [Chess.com MCP Server](https://github.com/pab1it0/chess-mcp) - A Model Context Protocol server for Chess.com's Published Data API. This provides access to Chess.com player data, game records, and other public information through standardized MCP interfaces, allowing AI assistants to search and analyze chess information. - [Claude Alchemy](https://github.com/runekaagaard/mcp-alchemy) - A MCP (model context protocol) server that gives the LLM access to and knowledge about relational databases like SQLite, Postgresql, MySQL & MariaDB, Oracle, and MS-SQL. - [Claude HF Spaces Connector](https://github.com/evalstate/mcp-hfspace) - MCP Server to Use HuggingFace spaces, easy configuration and Claude Desktop mode. - [Claude Memory Server](https://github.com/modelcontextprotocol/servers/tree/main/src/memory) - Model Context Protocol Servers - [Claude OpenAI Bridge](https://github.com/mzxrai/mcp-openai) - Chat with OpenAI models from Claude Desktop - [Claude OpenAI MCP](https://github.com/pierrebrunelle/mcp-server-openai) - Query OpenAI models directly from Claude using MCP protocol. - [Claude Web Researcher](https://github.com/mzxrai/mcp-webresearch) - MCP web research server (give Claude real-time info from the web) - [ClaudeCode MCP](https://github.com/SDGLBL/mcp-claude-code) - MCP implementation of Claude Code capabilities and more - [ClaudeGPT Bridge](https://github.com/billster45/mcp-chatgpt-responses) - MCP server for access to OpenAI's ChatGPT API with Responses API for conversation management - [CodeAssist](https://github.com/stippi/code-assistant) - An LLM-powered, autonomous coding assistant. Also offers an MCP mode. - [Cognee MCP](https://github.com/topoteretes/cognee/tree/main/cognee-mcp) - Reliable LLM Memory for AI Applications and AI Agents - [Cognee MCP](https://github.com/topoteretes/cognee/tree/dev/cognee-mcp) - Reliable LLM Memory for AI Applications and AI Agents - [CoinMarketCap MCP Server](https://github.com/longmans/coin_api_mcp) - A Model Context Protocol server that provides access to CoinMarketCap's cryptocurrency data. This server enables AI-powered applications to retrieve cryptocurrency listings, quotes, and detailed information about various coins. - [Conda Code Executor](https://github.com/bazinga012/mcp_code_executor) - The MCP Code Executor is an MCP server that allows LLMs to execute Python code within a specified Conda environment. - [Continue](https://github.com/continuedev/continue) - ⏩ Create, share, and use custom AI code assistants with our open-source IDE extensions and hub of models, rules, prompts, docs, and other building blocks - [Crypto Sentiment Analyzer](https://github.com/kukapay/crypto-sentiment-mcp) - An MCP server that delivers cryptocurrency sentiment analysis to AI agents. - [Dappier](https://github.com/DappierAI/dappier-mcp) - Connects LLMs to real-time, rights-cleared data from trusted sources for expert AI capabilities - [DBMCP Server](https://github.com/FreePeak/db-mcp-server) - A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases. - [Deepseek R1 MCP Server](https://github.com/66julienmartin/MCP-server-Deepseek_R1) - A Model Context Protocol (MCP) server implementation connecting Claude Desktop with DeepSeek's language models (R1/V3) - [Deepseek Thinker MCP](https://github.com/ruixingshi/deepseek-thinker-mcp) - A MCP provider Deepseek reasoning content to MCP-enabled AI Clients, like Claude Desktop. Supports access to Deepseek's CoT from the Deepseek API service or a local Ollama server. - [Didlogic MCP](https://github.com/UserAd/didlogic_mcp) - Enables Large Language Models to access Didlogic services via a standardized Model Context Protocol - [DroidMind](https://github.com/hyperb1iss/droidmind) - Control your Android devices with AI using Model Context Protocol - [DumplingAI MCP Server](https://github.com/Dumpling-AI/mcp-server-dumplingai) - MCP (Model Context Protocol) server for Dumpling AI - [ElevenLabs](https://github.com/mamertofabian/elevenlabs-mcp-server) - Generates speech from text using the ElevenLabs API, managing tasks via a server and web-based client - [Eunomia](https://github.com/whataboutyou-ai/eunomia-MCP-server) - Eunomia orchestrates data governance policies for LLM applications via MCP server integration - [EVM MCP Agent Server](https://github.com/mcpdotdirect/evm-mcp-server) - MCP server that provides LLM with tools for interacting with EVM networks - [Exa](https://github.com/theishangoswami/exa-mcp-server) - Claude can perform Web Search | Exa with MCP (Model Context Protocol) - [Firebase MCP](https://github.com/gannonh/firebase-mcp) - Model Context Protocol (MCP) server to interact with Firebase services. - [Flipt MCP Server](https://github.com/flipt-io/mcp-server-flipt) - Enables AI assistants to manage Flipt feature flags via the Model Context Protocol - [Foxy Contexts](https://github.com/strowk/foxy-contexts) - Foxy contexts is a library for building context servers supporting Model Context Protocol - [Freshdesk AI Agent](https://github.com/effytech/freshdesk_mcp) - MCP server created for Freshdesk, allowing AI models to interact with Freshdesk modules - [Gemini Summarizer](https://github.com/0xshellming/mcp-summarizer) - MCP Server for AI Summarization - [Gemsuite](https://github.com/PV-Bhat/gemsuite-mcp) - Professional Gemini API integration for Claude and all MCP-compatible hosts with intelligent model selection and advanced file handling | Smithery.ai verified - [genkit](https://github.com/firebase/genkit) - An open source framework for building AI-powered apps with familiar code-centric patterns. Genkit makes it easy to develop, integrate, and test AI features with observability and evaluations. Genkit works with various models and platforms. - [Genkit](https://github.com/firebase/genkit/tree/main) - An open source framework for building AI-powered apps with familiar code-centric patterns. Genkit makes it easy to develop, integrate, and test AI features with observability and evaluations. Genkit works with various models and platforms. - [Genkit MCP](https://github.com/firebase/genkit/tree/main/js/plugins/mcp) - An open source framework for building AI-powered apps with familiar code-centric patterns. Genkit makes it easy to develop, integrate, and test AI features with observability and evaluations. Genkit works with various models and platforms. - [Giphy AI Server](https://github.com/magarcia/mcp-server-giphy) - An implementation of Giphy integration with Model Context Protocol - [GoDoc MCP](https://github.com/mrjoshuak/godoc-mcp) - Provides efficient Go documentation access for LLMs via the Model Context Protocol, minimizing token usage - [GTasks MCP](https://github.com/zcaceres/gtasks-mcp) - A Google Tasks Model Context Protocol Server for Claude - [Henry Mao](https://github.com/calclavia) - Builds Smithery AI - [Heurist Mesh network](https://github.com/heurist-network/heurist-agent-framework/tree/main/mesh) - A decentralized network of modular AI agents offering flexible, cost-efficient solutions via REST API and MCP - [Higress](https://github.com/alibaba/higress) - 🤖 AI Gateway | AI Native API Gateway - [Higress MCP Server Hosting](https://github.com/alibaba/higress/tree/main/plugins/wasm-go/mcp-servers) - 🤖 AI Gateway | AI Native API Gateway - [HubSpot](https://github.com/buryhuang/mcp-hubspot) - Integrates AI models with HubSpot CRM via a standardized interface for data interaction and operations - [Image Generation](https://github.com/GongRzhe/Image-Generation-MCP-Server) - This MCP server provides image generation capabilities using the Replicate Flux model. - [iMessage Query Server](https://github.com/hannesrudolph/imessage-query-fastmcp-mcp-server) - An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP). This server is built with the FastMCP framework and the imessagedb library, enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling. - [Ironben](https://github.com/nanbingxyz) - A cross-platform desktop AI assistant and MCP client - [JVM-Arthas Monitor](https://github.com/xzq-xu/jvm-mcp-server) - This is an implementation project of a JVM-based MCP (Model Context Protocol) server. The project aims to provide a standardized MCP server implementation for the JVM platform, enabling AI models to better interact with the Java ecosystem. - [Kagi Server](https://github.com/ac3xx/mcp-servers-kagi) - A Model Context Protocol server implementation for Kagi's API - [Keycloak MCP](https://github.com/ChristophEnglisch/keycloak-model-context-protocol) - MCP server implementation for Keycloak user management. Enables AI-powered administration of Keycloak users and realms through the Model Context Protocol (MCP). Seamlessly integrates with Claude Desktop and other MCP clients for automated user operations. - [Kibela MCP Server](https://github.com/kj455/mcp-kibela) - MCP server implementation that enables AI assistants to search and reference Kibela content - [kitbitz](https://github.com/nick1udwig/kibitz) - The coding agent for professionals - [KubeMCP](https://github.com/rohitg00/kubectl-mcp-server) - A Model Context Protocol (MCP) server for Kubernetes that enables AI assistants like Claude, Cursor, and others to interact with Kubernetes clusters through natural language. - [KukaPay The Graph MCP](https://github.com/kukapay/thegraph-mcp) - An MCP server that powers AI agents with indexed blockchain data from The Graph. - [LangChain MCP TypeScript Client](https://github.com/isaacwasserman/mcp-langchain-ts-client) - LangChain.js client for Model Context Protocol. - [Langflow Document QA Server](https://github.com/GongRzhe/Langflow-DOC-QA-SERVER) - A Model Context Protocol server for document Q&A powered by Langflow . It demonstrates core MCP concepts by providing a simple interface to query documents through a Langflow backend. - [Legion Database MCP](https://github.com/TheRaLabs/legion-mcp) - Provides AI-assisted database access via the Model Context Protocol (MCP), enabling querying of various databases - [LINE](https://github.com/amornpan/py-mcp-line) - A Python server providing LINE Bot message access for Language Models via the Model Context Protocol - [LLM Command Runner](https://github.com/g0t4/mcp-server-commands) - Model Context Protocol server to run commands - [Lucidity MCP](https://github.com/hyperb1iss/lucidity-mcp) - AI-powered code quality analysis using MCP to help AI assistants review code more effectively. Analyze git changes for complexity, security issues, and more through structured prompts. - [MacMessagesMCP](https://github.com/carterlasalle/mac_messages_mcp) - An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages. - [MCP Agent](https://github.com/lastmile-ai/mcp-agent) - Build effective agents using Model Context Protocol and simple workflow patterns - [MCP Bridge](https://github.com/SecretiveShell/MCP-Bridge) - A middleware to provide an openAI compatible endpoint that can call MCP tools - [MCP CLI](https://github.com/chrishayuk/mcp-cli) - A command-line interface for interacting with Model Context Provider servers, enabling LLM communication and tool usage - [MCP Client](https://github.com/rakesh-eltropy/mcp-client) - A REST API and CLI client for interacting with Model Context Protocol (MCP) servers, leveraging LangChain and various LLMs - [MCP Connect](https://github.com/EvalsOne/mcp-connect) - Enables cloud-based AI services to access local Stdio based MCP servers via HTTP requests - [MCP Connect](https://github.com/EvalsOne/MCP-Connect) - Enables cloud-based AI services to access local Stdio based MCP servers via HTTP requests - [MCP Get](https://github.com/michaellatman/mcp-get) - Installs, manages, and updates Model Context Protocol (MCP) servers connecting LLMs to various data sources - [MCP Go](https://github.com/mark3labs/mcp-go) - A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools. - [MCP-AOAI Web Browser](https://github.com/kimtth/mcp-aoai-web-browsing) - A minimal Model Context Protocol 🖥️ server/client🧑‍💻with Azure OpenAI and 🌐 web browser control via Playwright. - [MCPHost](https://github.com/mark3labs/mcphost) - A CLI host application that enables Large Language Models (LLMs) to interact with external tools through the Model Context Protocol (MCP). - [Memgraph Claude Connector](https://github.com/memgraph/mcp-memgraph) - Connects Memgraph to Claude AI, enabling Cypher query execution and schema retrieval - [MemoryMesh](https://github.com/CheMiguel23/MemoryMesh) - A knowledge graph server that uses the Model Context Protocol (MCP) to provide structured memory persistence for AI models. v0.2.8 - [Minima](https://github.com/dmayboroda/minima) - On-premises conversational RAG with configurable containers - [ModelContext Puppeteer Server](https://github.com/modelcontextprotocol/servers/tree/main/src/puppeteer) - Model Context Protocol Servers - [Multi-AI Advisor](https://github.com/YuChenSSR/multi-ai-advisor-mcp) - council of models for decision - [NASA](https://github.com/ProgramComputer/NASA-MCP-server) - A Model Context Protocol (MCP) server for NASA APIs, providing a standardized interface for AI models to interact with NASA's vast array of data sources. - [NAVER](https://github.com/pfldy2850/py-mcp-naver) - Provides an MCP server for accessing various Naver Open APIs, including search and content analysis tools - [Notion MCP Server](https://github.com/suekou/mcp-notion-server) - Enables Claude to interact with Notion workspaces via the Notion API - [Oat++ MCP](https://github.com/oatpp/oatpp-mcp) - Anthropic's Model Context Protocol implementation for Oat++ - [OneNote](https://github.com/rajvirtual/MCP-Servers/tree/master/onenote) - A Model Context Protocol (MCP) server that provides AI assistants with access to Microsoft OneNote. This server enables AI models to read from and write to OneNote notebooks, sections, and pages. - [OpenAI MCP Assistant](https://github.com/andybrandt/mcp-simple-openai-assistant) - MCP server that gives Claude ability to use OpenAI's GPTs assistants - [OpenAI WebSearch MCP](https://github.com/ConechoAI/openai-websearch-mcp) - openai websearch tool as mcp server - [OpenAI WebSearch Tool](https://github.com/ConechoAI/openai-websearch-mcp/) - openai websearch tool as mcp server - [OpenAPI AnyApi](https://github.com/baryhuang/mcp-server-any-openapi) - Enables natural language API calls via semantic search of remote OpenAPI specifications - [OpenAPI Explorer](https://github.com/snaggle-ai/openapi-mcp-server) - Allow AI to wade through complex OpenAPIs using Simple Language - [OpenAPI MCP Bridge](https://github.com/gabfr/waha-api-mcp-server) - Allow AI to wade through complex OpenAPIs using Simple Language - [OpenDataMCP](https://github.com/OpenDataMCP/OpenDataMCP) - Connect any Open Data to any LLM with Model Context Protocol. - [Opik](https://github.com/comet-ml/opik) - Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards. - [other useful API endpoints](https://github.com/DMontgomery40/deepseek-mcp-server) - Model Context Protocol server for DeepSeek's advanced language models - [Package Version MCP](https://github.com/sammcj/mcp-package-version) - An MCP server that provides LLMs with the latest stable package versions when coding - [PBS API](https://github.com/matthewdcage/pbs-mcp-server) - Australian Pharmaceutical Benefits Scheme PBS API Server using Anthropic MCP with natural language LLM integration - [Perplexity MCP Server](https://github.com/tanigami/mcp-server-perplexity) - Provides a server for interacting with the Perplexity API via Claude Desktop - [PiAPI MCP Server](https://github.com/apinetwork/piapi-mcp-server) - A TypeScript implementation of a Model Context Protocol (MCP) server that integrates with PiAPI's API. PiAPI makes user able to generate media content with Midjourney/Flux/Kling/LumaLabs/Udio/Chrip/Trellis directly from Claude or any other MCP-compatible apps. - [Pinecone MCP Server](https://github.com/sirmews/mcp-pinecone) - Model Context Protocol server to allow for reading and writing from Pinecone. Rudimentary RAG - [PlaneMCP](https://github.com/kelvin6365/plane-mcp-server) - Manages Plane.so projects and issues via its API for LLMs - [Playwright MCP](https://github.com/microsoft/playwright-mcp) - Enables LLMs to interact with web pages via structured accessibility data using Playwright, eliminating the need for visual models - [PrismLLM](https://github.com/thunderboltsid/mcp-nutanix) - Enables Large Language Models to interact with Nutanix Prism Central APIs via the Model Context Protocol - [Prometheus MCP Bridge](https://github.com/pab1it0/prometheus-mcp-server) - A Model Context Protocol (MCP) server that enables AI assistants to query and analyze Prometheus metrics through standardized interfaces. - [Pydantic AI MCP Runner](https://github.com/pydantic/pydantic-ai/tree/main/mcp-run-python) - Agent Framework / shim to use Pydantic with LLMs - [Qdrant MCP Server](https://github.com/qdrant/mcp-server-qdrant) - Qdrant Model Context Protocol (MCP) server - [Qwen Max MCP Server](https://github.com/66julienmartin/MCP-server-Qwen_Max) - MCP server for Qwen Max model - [RAGDocs](https://github.com/hannesrudolph/mcp-ragdocs) - An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context. - [Raindrop MCP Server](https://github.com/hiromitsusasaki/raindrop-io-mcp-server) - An integration that allows LLMs to interact with Raindrop.io bookmarks using the Model Context Protocol (MCP). - [Replicate](https://github.com/deepfates/mcp-replicate) - Model Context Protocol server for Replicate's API - [Replicate Flux MCP Server](https://github.com/awkoy/replicate-flux-mcp) - MCP for Replicate Flux Model - A powerful tool for generating customized images and SVG assets that match specific coding vibes and aesthetic styles. Streamline your visual asset creation process with AI-powered design generation tailored for developers. - [RustDocsMCP](https://github.com/Govcraft/rust-docs-mcp-server) - 🦀 Prevents outdated Rust code suggestions from AI assistants. This MCP server fetches current crate docs, uses embeddings/LLMs, and provides accurate context via a tool call. - [Sakura MCP](https://github.com/mullerhai/sakura-mcp) - A Scala library facilitating interoperable AI model communication via the Model Context Protocol - [Salesforce MCP](https://github.com/smn2gnt/MCP-Salesforce) - Connects LLMs to Salesforce data via SOQL, SOSL, and APIs for querying, manipulating, and retrieving information - [ScreenPipe](https://github.com/mediar-ai/screenpipe) - AI app store powered by 24/7 desktop history. open source | 100% local | dev friendly | 24/7 screen, mic recording - [Siri Shortcuts](https://github.com/dvcrn/mcp-server-siri-shortcuts) - MCP for calling Siri Shorcuts from LLMs - [Solana Agent Kit MCP Server](https://github.com/sendaifun/solana-agent-kit/tree/main/examples/agent-kit-mcp-server) - connect any ai agents to solana protocols - [Spotify MCP Controller](https://github.com/marcelmarais/spotify-mcp-server) - Controls Spotify playback and playlist management via the Model Context Protocol for AI assistants - [Spring AI MCP SDK](https://github.com/spring-projects-experimental/spring-ai-mcp) - Java SDK for the Model Context Protocol (MCP), providing seamless integration between Java and Spring applications and MCP-compliant AI models and tools. - [Starknet MCP Agent](https://github.com/mcpdotdirect/starknet-mcp-server) - MCP server that provides LLM with tools for interacting with Starknet - [Strava MCP API Server](https://github.com/tomekkorbak/strava-mcp-server) - Provides Strava API access for language models via the Model Context Protocol, enabling queries of athlete activity data - [TikTok-Claude Connector](https://github.com/Seym0n/tiktok-mcp) - Model Context Protocol (MCP) with TikTok integration - [Tripadvisor MCP](https://github.com/pab1it0/tripadvisor-mcp) - A Model Context Protocol (MCP) server for Tripadvisor Content API. This provides access to Tripadvisor location data, reviews, and photos through standardized MCP interfaces, allowing AI assistants to search for travel destinations and experiences. - [Typescribe](https://github.com/yWorks/mcp-typescribe) - An MCP server implementation enabling LLMs to work with new APIs and frameworks - [UniChat MCP Server](https://github.com/amidabuddha/unichat-mcp-server) - Sends requests to various LLMs via the MCP protocol using tools or predefined prompts - [Unity Catalog](https://github.com/ognis1205/mcp-server-unitycatalog) - Unity Catalog AI Model Context Protocol Server - [VegaLite MCP Server](https://github.com/isaacwasserman/mcp-vegalite-server) - Provides data visualization via a Vega-Lite interface for LLMs, enabling data saving and visualization using an MCP server - [Vibe Check MCP](https://github.com/PV-Bhat/vibe-check-mcp-server) - The definitive Vibe Coder's sanity check MCP server: Prevent cascading errors in AI workflows by implementing strategic pattern interrupts. Uses tool call "Vibe Check" with LearnLM 1.5 Pro (Gemini API), fine-tuned for pedagogy and metacognition to enhance complex workflow strategy, and prevents tunnel vision errors. - [Voyp MCP Server](https://github.com/paulotaylor/voyp-mcp) - Enables AI assistants to make and manage phone calls via the Model Context Protocol - [Wanaku MCP Router](https://github.com/wanaku-ai/wanaku/) - Routes AI application context using the Model Context Protocol (MCP) - [Wanaku MCP Router](https://github.com/wanaku-ai/wanaku) - Routes AI application context using the Model Context Protocol (MCP) - [WebSearch MCP Server](https://github.com/mnhlt/WebSearch-MCP) - A Model Context Protocol server enabling web search for AI assistants via a crawler API - [Wolfram Alpha MCP Connector](https://github.com/SecretiveShell/MCP-wolfram-alpha) - Connect your chat repl to wolfram alpha computational intelligence - [Wren Engine](https://github.com/Canner/wren-engine) - 🤖 The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents 🔥 - [YouTube](https://github.com/ZubeidHendricks/youtube-mcp-server) - MCP Server for YouTube API, enabling video management, Shorts creation, and advanced analytics - [YouTube-Claude Summarizer](https://github.com/anaisbetts/mcp-youtube) - A Model-Context Protocol Server for YouTube - [YuqueMCP](https://github.com/HenryHaoson/Yuque-MCP-Server) - An MCP server enabling AI model interaction with Yuque's API for document management and data analysis - [ZoomEye MCP](https://github.com/zoomeye-ai/mcp_zoomeye) - A Model Context Protocol server that provides network asset information based on query conditions. This server allows LLMs to obtain network asset information and supports querying network asset information by zoomeye dork etc. - [Zue](https://github.com/zueai) - Builds custom AI applications, automation solutions, and data processing pipelines for various industries ### Art and Culture - [Blender](https://github.com/ahujasid/blender-mcp) - AI-powered 3D modeling and scene manipulation tool - [Placid.app](https://github.com/felores/placid-mcp-server) - Generate image and video creatives using Placid.app templates in MCP compatible hosts - [Rijksmuseum MCP](https://github.com/r-huijts/rijksmuseum-mcp) - Rijksmuseum MCP integration for artwork exploration and analysis ### Browser Automation - [Browserbase MCP Server](https://github.com/browserbase/mcp-server-browserbase) - Allow LLMs to control a browser with Browserbase and Stagehand - [Firecrawl](https://github.com/mendableai/firecrawl-mcp-server) - Official Firecrawl MCP Server - Adds powerful web scraping to Cursor, Claude and any other LLM clients. - [Oxylabs](https://github.com/oxylabs/oxylabs-mcp) - Provides web scraping capabilities for AI assistants, bypassing anti-scraping measures and geo-restrictions - [Apify RAG Web Browser Server](https://github.com/apify/mcp-server-rag-web-browser) - A MCP Server for the RAG Web Browser Actor - [Browser-Use MCP Server](https://github.com/co-browser/browser-use-mcp-server) - Browse the web, directly from Cursor etc. - [BrowserControl](https://github.com/eyalzh/browser-control-mcp) - An MCP server paired with a browser extension that enables LLM clients to control the user's browser. - [Fetcher](https://github.com/jae-jae/fetcher-mcp) - MCP server for fetch web page content using Playwright headless browser. - [FireCrawl](https://github.com/vrknetha/mcp-server-firecrawl) - Official Firecrawl MCP Server - Adds powerful web scraping to Cursor, Claude and any other LLM clients. - [MCP Playwright Server](https://github.com/Automata-Labs-team/MCP-Server-Playwright) - MCP server for browser automation using Playwright - [Mobile MCP](https://github.com/mobile-next/mobile-mcp) - Model Context Protocol Server for Mobile Automation and Scraping - [OmniParser AutoGUI MCP](https://github.com/NON906/omniparser-autogui-mcp) - Automatic operation of on-screen GUI. - [Playwright MCP Server](https://github.com/executeautomation/mcp-playwright) - Playwright Model Context Protocol Server - Tool to automate Browsers and APIs in Claude Desktop, Cline, Cursor IDE and More 🔌 - [Playwright Plus MCP Server](https://github.com/blackwhite084/playwright-plus-python-mcp) - A server providing Playwright-based web automation tools and a simple note storage system for prompt generation - [Scrapling Fetch](https://github.com/cyberchitta/scrapling-fetch-mcp) - Helps AI assistants access text content from bot-protected websites. MCP server that fetches HTML/markdown from sites with anti-automation measures using Scrapling. - [Website Downloader](https://github.com/pskill9/website-downloader) - MCP server to download entire websites ### Cloud Platforms - [Cloudflare MCP Server](https://github.com/cloudflare/mcp-server-cloudflare) - Manages Cloudflare services (Workers, KV, R2, D1) via natural language commands using the Model Context Protocol - [AWS](https://github.com/rishikavikondala/mcp-server-aws) - A Model Context Protocol server implementation for operations on AWS resources - [AWS Athena](https://github.com/lishenxydlgzs/aws-athena-mcp) - MCP server to run AWS Athena queries - [AWS Cost Explorer](https://github.com/aarora79/aws-cost-explorer-mcp-server) - MCP server for understanding AWS spend - [AWS Resources Operations](https://github.com/baryhuang/mcp-server-aws-resources-python) - Queries AWS resources using boto3 via a Python-based Model Context Protocol (MCP) server - [Azure CLI MCP](https://github.com/jdubois/azure-cli-mcp) - Talk with Azure using MCP - [AzureDevOpsMCP](https://github.com/Tiberriver256/mcp-server-azure-devops) - An MCP server for Azure DevOps - [ESXi-MCP Manager](https://github.com/bright8192/esxi-mcp-server) - A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), providing simple REST API interfaces for virtual machine management. - [K8m AI Kubernetes Dashboard](https://github.com/weibaohui/k8m) - 一款轻量级、跨平台的 Mini Kubernetes AI Dashboard，支持大模型+智能体+MCP，集成多集群管理、智能分析、实时异常检测等功能，支持多架构并可单文件部署，助力高效集群管理与运维优化。 - [Kubernetes MCP Server](https://github.com/Flux159/mcp-server-kubernetes) - MCP Server for kubernetes management commands - [LlamaCloud](https://github.com/run-llama/mcp-server-llamacloud) - A MCP server connecting to managed indexes on LlamaCloud - [manusa/Kubernetes MCP Server](https://github.com/manusa/kubernetes-mcp-server) - Model Context Protocol (MCP) server for Kubernetes and OpenShift - [MCP Kubernetes Go](https://github.com/strowk/mcp-k8s-go) - MCP server connecting to Kubernetes ### Cloud Storage - [AWS S3](https://github.com/aws-samples/sample-mcp-server-s3) - Retrieves and exposes data, primarily PDFs, from AWS S3 storage - [Cloudinary](https://github.com/felores/cloudinary-mcp-server) - MCP (Model Context Protocol) server for uploading media to Cloudinary using Claude Desktop ### Command Line - [Cal](https://github.com/pwh-pwh/cal-mcp) - Computes mathematical expressions, supporting basic operations and built-in constants - [Command Line](https://github.com/phialsbasement/cmd-mcp-server) - MCP server for executing CMD commands. Can be hooked to claude for additional agentics. - [DeepSeek Terminal](https://github.com/OthmaneBlial/term_mcp_deepseek) - A MCP‑like server using the DeepSeek API for Terminal - [iTerm MCP](https://github.com/ferrislucas/iterm-mcp) - A Model Context Protocol server that executes commands in the current iTerm session - useful for REPL and CLI assistance - [MCP Tools](https://github.com/f/mcptools) - A command-line interface for interacting with MCP (Model Context Protocol) servers using both stdio and HTTP transport. - [MCP-Chat](https://github.com/3choff/mcp-chatbot) - A simple CLI chatbot that demonstrates the integration of the Model Context Protocol (MCP). - [opentoolsteam](https://github.com/opentoolsteam) - A command-line interface (CLI) tool - [Shell](https://github.com/rusiaaman/wcgw) - Shell and coding agent on claude desktop app - [WCWG Client](https://github.com/rusiaaman/wcgw/blob/main/src/wcgw/client/mcp_server/Readme.md) - Shell and coding agent on claude desktop app - [Windows CLI](https://github.com/SimonB97/win-cli-mcp-server) - Model Context Protocol server for secure command-line interactions on Windows systems ### Communication - [Inbox Zero MCP](https://github.com/elie222/inbox-zero/tree/main/apps/mcp-server) - Open source email app to reach inbox zero fast. - [Mailgun](https://github.com/mailgun/mailgun-mcp-server) - Implementation of Model Context Protocol server for Mailgun APIs - [ChatMCP](https://github.com/AI-QL/chat-mcp) - A Desktop Chat App that leverages MCP(Model Context Protocol) to interface with other LLMs. - [Claude Slack Connector](https://github.com/modelcontextprotocol/servers/tree/main/src/slack) - Model Context Protocol Servers - [ClaudePost](https://github.com/ZilongXue/claude-post) - ClaudePost enables seamless email management through natural language conversations with Claude, offering secure features like email search, reading, and sending. - [Discord](https://github.com/v-3/discordmcp) - Discord MCP Server for Claude Integration - [Discord](https://github.com/SaseQ/discord-mcp) - A Model Context Protocol (MCP) server for the Discord integration with MCP-compatible applications like Claude Desktop. - [Email](https://github.com/Shy2593666979/mcp-server-email) - Sends and receives emails, manages attachments, and searches files via pattern matching - [GitHub Discussions](https://github.com/orgs/modelcontextprotocol/discussions) - Facilitates community discussion and collaboration on GitHub repositories - [Gmail](https://github.com/GongRzhe/Gmail-MCP-Server) - A Model Context Protocol (MCP) server for Gmail integration in Claude Desktop with auto authentication support. This server enables AI assistants to manage Gmail through natural language interactions. - [Gmail Headless](https://github.com/baryhuang/mcp-headless-gmail) - A headless Gmail server enabling remote email sending and retrieval via the Model Context Protocol (MCP) - [Google Calendar](https://github.com/nspady/google-calendar-mcp) - MCP integration for Google Calendar to manage events. - [MCP WeComBot Server](https://github.com/gotoolkits/mcp-wecombot-server.git) - Sends various message types (text, markdown, image, news, template cards, files) to WeChat Work group robots - [Pushover](https://github.com/ashiknesin/pushover-mcp) - A MCP implementation for sending notifications via Pushover - [Telegram](https://github.com/chigwell/telegram-mcp) - A Python-based server enabling interaction with Telegram chats via the Model Context Protocol - [WhatsApp-MCP](https://github.com/lharries/whatsapp-mcp) - Searches WhatsApp messages and contacts, and sends messages via an LLM-integrated Model Context Protocol server - [wong2](https://github.com/wong2) - Facilitates communication and sharing via email and Telegram ### Customer Data Platforms - [Inoyu Unomi MCP Server](https://github.com/sergehuber/inoyu-mcp-unomi-server) - An implementation of Anthropic's Model Context Protocol for the Apache Unomi CDP - [Intercom](https://github.com/raoulbia-ai/mcp-server-for-intercom) - Retrieves Intercom support tickets for AI assistant analysis ### Data Science Tools - [Ramp](https://github.com/ramp-public/ramp-mcp) - Retrieves and analyzes Ramp data via API, using an ETL pipeline and in-memory database for LLM processing - [Tinybird MCP](https://github.com/tinybirdco/mcp-tinybird) - Interacts with Tinybird workspaces via MCP, querying data sources, accessing API endpoints, and pushing data files - [Data Explorer Assistant](https://github.com/reading-plus-ai/mcp-server-data-exploration) - Generates actionable insights from complex datasets through interactive exploration - [Dataset Viewer](https://github.com/privetin/dataset-viewer) - MCP server for interacting with Hugging Face dataset viewer API, providing dataset browsing, filtering, and statistics capabilities - [JupyterClaude](https://github.com/jjsantos01/jupyter-notebook-mcp) - A Model Context Protocol (MCP) for Jupyter Notebook ### Databases - [Chroma](https://github.com/chroma-core/chroma-mcp) - A Model Context Protocol (MCP) server implementation that provides database capabilities for Chroma - [ClickHouse MCP](https://github.com/ClickHouse/mcp-clickhouse) - Executes ClickHouse SQL queries and manages databases and tables via a server interface - [GreptimeDB MCP Server](https://github.com/GreptimeTeam/greptimedb-mcp-server) - A Model Context Protocol (MCP) server implementation for GreptimeDB - [Hologres](https://github.com/aliyun/alibabacloud-hologres-mcp-server) - Enables AI agents to access and query Hologres databases via SQL operations and metadata retrieval - [Milvus MCP Server](https://github.com/zilliztech/mcp-server-milvus) - Model Context Protocol Servers for Milvus - [MotherDuck](https://github.com/motherduckdb/mcp-server-motherduck) - MCP server for MotherDuck and local DuckDB - [Neo4j](https://github.com/neo4j-contrib/mcp-neo4j/) - Model Context Protocol with Neo4j - [OceanBase](https://github.com/oceanbase/mcp-oceanbase) - MCP Server for OceanBase database and its tools - [Qdrant MCP Server](https://github.com/qdrant/mcp-server-qdrant/) - Qdrant Model Context Protocol (MCP) server - [SingleStore](https://github.com/singlestore-labs/mcp-server-singlestore) - MCP server for interacting with SingleStore Management API and services - [StarRocks](https://github.com/StarRocks/mcp-server-starrocks) - StarRocks MCP (Model Context Protocol) Server - [Airtable](https://github.com/felores/airtable-mcp) - Search, create and update Airtable bases, tables, fields, and records using Claude Desktop and MCP (Model Context Protocol) clients - [ArangoDB](https://github.com/ravenwits/mcp-server-arangodb) - This is a TypeScript-based MCP server that provides database interaction capabilities through ArangoDB. It implements core database operations and allows seamless integration with ArangoDB through MCP tools. You can use it wih Claude app and also extension for VSCode that works with mcp like Cline! - [BigQuery MCP Server](https://github.com/LucasHild/mcp-server-bigquery) - A Model Context Protocol server that provides access to BigQuery - [Chroma](https://github.com/privetin/chroma) - A Model Context Protocol (MCP) server implementation that provides vector database capabilities through Chroma. - [DBHub](https://github.com/bytebase/dbhub) - Universal database MCP server connecting to MySQL, PostgreSQL, SQL Server, SQLite, and etc. - [DBHub](https://github.com/bytebase/dbhub/) - Universal database MCP server connecting to MySQL, PostgreSQL, SQL Server, SQLite, and etc. - [DBUtils](https://github.com/donghao1393/mcp-dbutils) - DButils is an all-in-one MCP service that enables your AI to do data analysis by harnessing versatile types of database (sqlite, mysql, postgres, and more) within a unified configuration of connections in a secured way (like SSL). - [DolphinDB FastMCP Server](https://github.com/tradercjz/dolphindb-mcp-server) - Deploys and manages DolphinDB server connections for efficient data processing - [DuckDB MCP Server](https://github.com/ktanaka101/mcp-server-duckdb) - A Model Context Protocol (MCP) server implementation for DuckDB, providing database interaction capabilities - [Ergo Blockchain MCP](https://github.com/marctheshark3/ergo-mcp) - Provides a server for exploring and interacting with the Ergo blockchain, offering block, transaction, and network data - [GreptimeDB](https://github.com/GreptimeTeam/greptimedb) - An open-source, cloud-native, unified observerability database for metrics, logs and events, supporting SQL/PromQL/Streaming. Available on GreptimeCloud. - [InfluxDB MCP Proxy](https://github.com/idoru/influxdb-mcp-server) - An MCP Server for querying InfluxDB - [MariaDB](https://github.com/abel9851/mcp-server-mariadb) - An mcp server that provides read-only access to MariaDB. - [MCP MySQL Server](https://github.com/f4ww4z/mcp-mysql-server) - A Model Context Protocol server for MySQL database operations - [MCP PostgreSQL Server](https://github.com/modelcontextprotocol/servers/tree/main/src/postgres) - Model Context Protocol Servers - [MongoDB Lens](https://github.com/furey/mongodb-lens) - 🍃🔎 MongoDB Lens: Full Featured MCP Server for MongoDB Databases - [MongoMCP](https://github.com/kiliczsh/mcp-mongo-server) - A Model Context Protocol Server for MongoDB - [MongoMCP](https://github.com/QuantGeekDev/mongo-mcp) - A mongo db server for the model context protocol (MCP) - [MSSQL](https://github.com/JexinSam/mssql_mcp_server) - A Model Context Protocol (MCP) server facilitating secure interactions with MSSQL databases. - [MSSQL Insight Server](https://github.com/daobataotie/mssql-mcp) - Provides database interaction, business intelligence, and automated insight memo generation for MSSQL - [MySQL MCP Server](https://github.com/designcomputer/mysql_mcp_server) - A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases - [MySQL MCP Server](https://github.com/benborla/mcp-server-mysql) - A Model Context Protocol server that provides read-only access to MySQL databases. This server enables LLMs to inspect database schemas and execute read-only queries. - [Neo4j](https://github.com/da-okazaki/mcp-neo4j-server) - Enables natural language interaction with a Neo4j graph database for querying and manipulating data - [Neo4j MCP](https://github.com/neo4j-contrib/mcp-neo4j) - Model Context Protocol with Neo4j - [Nile MCP Server](https://github.com/niledatabase/nile-mcp-server) - MCP server for Nile Database - Manage and query databases, tenants, users, auth using LLMs - [OceanBase](https://github.com/yuanoOo/oceanbase_mcp_server) - A Model Context Protocol (MCP) server that enables secure interaction with OceanBase databases. This server allows AI assistants to list tables, read data, and execute SQL queries through a controlled interface, making database exploration and analysis safer and more structured. - [OpenLink MCP SQLAlchemy Server](https://github.com/OpenLinkSoftware/mcp-sqlalchemy-server) - A simple MCP ODBC server using FastAPI, ODBC and SQLAlchemy. - [Redis](https://github.com/GongRzhe/REDIS-MCP-Server) - A Redis MCP server (pushed to https://github.com/modelcontextprotocol/servers/tree/main/src/redis) implementation for interacting with Redis databases. This server enables LLMs to interact with Redis key-value stores through a set of standardized tools. - [Redis](https://github.com/prajwalnayak7/mcp-server-redis) - MCP server to interact with Redis Server, AWS Memory DB, etc for caching or other use-cases where in-memory and key-value based storage is appropriate - [Snowflake MCP Server](https://github.com/isaacwasserman/mcp-snowflake-server) - An MCP server enabling SQL queries, data insight aggregation, and schema interaction with Snowflake databases - [Source](https://github.com/get-convex/convex-backend/blob/main/npm-packages/convex/src/cli/mcp.ts) - The open-source reactive database for app developers - [SQLGlot MCP Analyzer](https://github.com/j4c0bs/mcp-server-sql-analyzer) - MCP server for SQL static analysis. - [SQLite Explorer MCP Server](https://github.com/hannesrudolph/sqlite-explorer-fastmcp-mcp-server) - An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to explore and query SQLite databases with built-in safety features and query validation. - [Supabase MCP Server](https://github.com/alexander-zuev/supabase-mcp-server) - Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic migration versioning, access to logs and much more. - [TiDB MCP Server](https://github.com/c4pt0r/mcp-server-tidb) - Provides a serverless TiDB database interface for the Model Context Protocol (MCP) - [Timeplus MCP](https://github.com/jovezhong/mcp-timeplus) - Executes SQL queries, lists databases and tables, and interacts with Kafka topics within a Timeplus cluster - [TrinoMCP](https://github.com/Dataring-engineering/mcp-server-trino) - Queries Trino databases via the Model-Control-Protocol (MCP), providing table listings and SQL execution - [VikingDB MCP Server](https://github.com/KashiwaByte/vikingdb-mcp-server) - a mcp server for vikingdb store and search - [Weaviate MCP Server](https://github.com/weaviate/mcp-server-weaviate) - MCP (Model Context Protocol) server for Weaviate - [XiYan MCP](https://github.com/XGenerationLab/xiyan_mcp_server) - A Model Context Protocol (MCP) server that enables natural language queries to databases ### Developer Tools <img src="https://user-images.githubusercontent.com/74038190/225813708-98b745f2-7d22-48cf-9150-083f1b00d6c9.gif" width="500"> <br><br> - [APIMatic MCP](https://github.com/apimatic/apimatic-validator-mcp) - APIMatic Validator MCP Server for validating OpenAPI specs via APIMatic's API with MCP - [Comet Opik MCP](https://github.com/comet-ml/opik-mcp) - Model Context Protocol (MCP) implementation for Opik enabling seamless IDE integration and unified access to prompts, projects, traces, and metrics. - [JetBrains](https://github.com/JetBrains/mcp-jetbrains) - A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm, WebStorm, etc. Also, works with Android Studio - [Magic Component Platform](https://github.com/21st-dev/magic-mcp) - It's like v0 but in your Cursor/WindSurf/Cline. 21st dev Magic MCP server for working with your frontend like Magic - [Semgrep](https://github.com/semgrep/mcp) - [beta] Use Semgrep in LLMs using MCP framework - [Stripe](https://github.com/stripe/agent-toolkit) - Python and TypeScript library for integrating the Stripe API into agentic workflows - [UnifAI](https://github.com/unifai-network/unifai-mcp-server) - Simplifies multi-chain protocol (MCP) client development with TypeScript and Python SDKs - [VeyraX](https://github.com/VeyraX/veyrax-mcp) - Unifies access to tools across MCP-compatible environments like Claude and VS Code, eliminating multiple authentications - [Alex Andru](https://github.com/QuantGeekDev) - Builds software, focusing on GenAI and the MCP framework, and manages related communities - [App Store Connect MCP Server](https://github.com/JoshuaRileyDev/app-store-connect-mcp-server) - Manages App Store Connect resources (apps, beta testers, bundle IDs, devices, users) via the Model Context Protocol - [Azure DevOps](https://github.com/Vortiago/mcp-azure-devops) - A Model Context Protocol (MCP) server enabling AI assistants to interact with Azure DevOps services via Python SDK. - [Claude Debugger](https://github.com/jasonjmcghee/claude-debugs-for-you) - Enable any LLM (e.g. Claude) to interactively debug any language for you via MCP and a VS Code Extension - [clj-kondo MCP Server](https://github.com/Bigsy/clj-kondo-MCP) - Provides clj-kondo linting for Clojure/ClojureScript/EDN via the Model Context Protocol (MCP) - [Clojars Dependency Server](https://github.com/Bigsy/Clojars-MCP-Server) - A Model Context Protocol (MCP) server that provides tools for fetching dependency information from Clojars, the Clojure community's artifact repository. - [CodeMirror MCP](https://github.com/marimo-team/codemirror-mcp) - CodeMirror extension to hook up a Model Context Provider (MCP) - [Contentful MCP](https://github.com/ivo-toby/contentful-mcp) - MCP (Model Context Protocol) server for the Contentful Management API - [DeepView MCP](https://github.com/ai-1st/deepview-mcp) - DeepView MCP is a Model Context Protocol server that enables IDEs like Cursor and Windsurf to analyze large codebases using Gemini 2.5 Pro's extensive context window. - [EasyMCP](https://github.com/zcaceres/easy-mcp/) - Absurdly easy Model Context Protocol Servers in Typescript - [ESP-MCP Build Manager](https://github.com/horw/esp-mcp) - Manages and automates ESP-IDF project builds, including logging and automated issue resolution - [FastAPI to MCP auto generator](https://github.com/tadata-org/fastapi_mcp) - A zero-configuration tool for automatically exposing FastAPI endpoints as Model Context Protocol (MCP) tools. - [FastMCP](https://github.com/jlowin/fastmcp) - The fast, Pythonic way to build Model Context Protocol servers 🚀 - [FileScope](https://github.com/admica/FileScopeMCP) - Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores per file, helping AI assistants understand the codebase. Automatically parses popular programming languages such as Python, C, C++, Rust, Zig, Lua. - [gching](https://github.com/gching) - Manages GitHub profile and repositories - [GDB](https://github.com/pansila/mcp_server_gdb) - MCP Server to expose the GDB debugging capabilities - [GhidraMCP](https://github.com/13bm/GhidraMCP) - Socket based MCP Server for Ghidra - [GitHub Enterprise MCP](https://github.com/ddukbg/github-enterprise-mcp) - Provides an MCP interface for accessing GitHub Enterprise repository data, issues, pull requests, and more within Cursor - [Gradle MCP Bridge](https://github.com/IlyaGulya/gradle-mcp-server) - A Model Context Protocol (MCP) server to enable AI tools to interact with Gradle projects programmatically. - [GraphQL MCP](https://github.com/blurrah/mcp-graphql) - Model Context Protocol server for GraphQL - [GraphQL Schema](https://github.com/hannesj/mcp-graphql-schema) - GraphQL Schema Model Context Protocol Server - [IDA MCP Server](https://github.com/mrexodia/ida-pro-mcp) - Facilitates reverse engineering in IDA Pro via a Model Context Protocol server, enabling interaction with LLMs for analysis and code manipulation - [iOS Simulator Control](https://github.com/joshuayoes/ios-simulator-mcp) - MCP server for interacting with the iOS simulator - [JetBrains MCP Proxy](https://github.com/JetBrains/mcpProxy) - A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm, WebStorm, etc. Also, works with Android Studio - [KeychainAPI](https://github.com/Jktfe/serveMyAPI) - Securely stores and accesses API keys across macOS projects via the Keychain, offering a consistent MCP interface - [KiCad MCP](https://github.com/lamaalrajih/kicad-mcp) - Model Context Protocol server for KiCad on Mac, Windows, and Linux - [LangChain MCP Toolkit](https://github.com/rectalogic/langchain-mcp) - Model Context Protocol tool support for LangChain - [Last9 MCP Server](https://github.com/last9/last9-mcp-server) - Provides real-time production context (logs, metrics, traces) to AI agents for faster code debugging - [LLDB-Claude](https://github.com/stass/lldb-mcp) - AI-assisted debugging tool integrating LLDB with Claude's MCP for natural language interaction - [LLM Context](https://github.com/cyberchitta/llm-context.py) - Share code with LLMs via Model Context Protocol or clipboard. Rule-based customization enables easy switching between different tasks (like code review and documentation). Includes smart code outlining. - [LongPort MCP](https://github.com/longportapp/openapi/tree/main/mcp) - LongPort OpenAPI SDK Base. - [Maven](https://github.com/Bigsy/maven-mcp-server) - An MCP (Model Context Protocol) server that provides tools for checking Maven dependency versions. - [MCP Framework](https://github.com/QuantGeekDev/mcp-framework) - A framework for writing MCP (Model Context Protocol) servers in Typescript - [MCP Go](https://github.com/metoro-io/mcp-golang) - Write Model Context Protocol servers in few lines of go code. Docs at https://mcpgolang.com - [MCP Text Editor](https://github.com/tumf/mcp-text-editor) - A line-oriented text editor server using MCP for safe, efficient, and LLM-optimized file editing - [MCP-RS Template](https://github.com/linux-china/mcp-rs-template) - Model Context Protocol (MCP) CLI server template for Rust - [mcphub.nvim](https://github.com/ravitemer/mcphub.nvim) - A powerful Neovim plugin for managing MCP (Model Context Protocol) servers - [Mem0-MCP](https://github.com/mem0ai/mem0-mcp) - Manages coding preferences using an MCP server and Mem0, providing storage, retrieval, and semantic search capabilities - [ModelContextProtocol.NET SDK](https://github.com/salty-flower/ModelContextProtocol.NET) - A C# SDK implementing the Model Context Protocol (MCP) for building and integrating tools with standard I/O and AOT compatibility - [MyMCP](https://github.com/nguyenvanduocit/all-in-one-model-context-protocol) - 🚀 All-in-one MCP server with AI search, RAG, and multi-service integrations (GitLab/Jira/Confluence/YouTube) for AI-enhanced development workflows - [Neovim](https://github.com/bigcodegen/mcp-neovim-server) - Control Neovim using Model Context Protocol (MCP) and the official neovim/node-client JavaScript library - [NPM Search](https://github.com/btwiuse/npm-search-mcp-server) - MCP server for searching npm packages - [OpenAPI Schema](https://github.com/hannesj/mcp-openapi-schema) - OpenAPI Schema Model Context Protocol Server - [OpenAPI-to-MCP Converter](https://github.com/automation-ai-labs/mcp-link) - Convert Any OpenAPI V3 API to MCP Server - [Phabricator MCP Bridge](https://github.com/baba786/phabricator-mcp-server) - A Model Context Protocol (MCP) server for interacting with Phabricator API - [Poem MCP Server](https://github.com/poem-web/poem/tree/master/poem-mcpserver) - A full-featured and easy-to-use web framework with the Rust programming language. - [Postman](https://github.com/shannonlal/mcp-postman) - MCP Server for running Postman Collections with Newman - [Python MCP SDK](https://github.com/modelcontextprotocol/python-sdk) - The official Python SDK for Model Context Protocol servers and clients - [Quarkus MCP JavaFX Server](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jfx) - Model Context Protocol Servers in Quarkus - [Quarkus MCP Server](https://github.com/quarkiverse/quarkus-mcp-server) - This extension enables developers to implement the MCP server features easily. - [Ravina Patel](https://github.com/ravinahp) - A GitHub profile showcasing software projects including MCP servers and an email assistant - [ReAPI MCP OpenAPI Server](https://github.com/ReAPI-com/mcp-openapi) - OpenAPI specification MCP server. - [SQLGlot](https://github.com/tobymao/sqlglot) - Python SQL Parser and Transpiler - [Stripe](https://github.com/stripe/agent-toolkit/tree/main) - Python and TypeScript library for integrating the Stripe API into agentic workflows - [Supabase MCP Server](https://github.com/joshuarileydev/supabase) - Programmatically manages Supabase projects and organizations via the Model Context Protocol - [Typescript MCP SDK](https://github.com/modelcontextprotocol/typescript-sdk) - The official Typescript SDK for Model Context Protocol servers and clients - [VSCode Devtools](https://github.com/biegehydra/BifrostMCP) - VSCode Extension with an MCP server that exposes semantic tools like Find Usages and Rename to LLMs - [Xcode Claude Bridge](https://github.com/r-huijts/xcode-mcp-server) - MCP Server implementation for Xcode integration - [xcodebuild](https://github.com/ShenghaiWang/xcodebuild) - MCP tool for building Xcode iOS workspace/project and feeding back error to LLMs. - [Zed](https://github.com/zed-industries/zed) - Code at the speed of thought – Zed is a high-performance, multiplayer code editor from the creators of Atom and Tree-sitter. ### File Systems - [Backup](https://github.com/hexitex/MCP-Backup-Server) - A Model Context Protocol (MCP) server implementation that provides file backup and restoration capabilities - [MCP Filesystem Server](https://github.com/mark3labs/mcp-filesystem-server) - Go server implementing Model Context Protocol (MCP) for filesystem operations. ### Finance - [Bankless Onchain](https://github.com/bankless/onchain-mcp) - Bringing the bankless onchain API to MCP - [Financial Datasets](https://github.com/financial-datasets/mcp-server) - An MCP server for interacting with the Financial Datasets stock market API. - [Octagon](https://github.com/OctagonAI/octagon-mcp-server) - A free Model Context Protocol (MCP) server that integrates with Octagon API for investment research. - [AlphaVantage](https://github.com/calvernaz/alphavantage) - A MCP server for the stock market data API, Alphavantage API. - [Awesome Crypto MCP Servers by badkk](https://github.com/badkk/awesome-crypto-mcp-servers) - A collection of crypto MCP servers. - [Bankless Onchain MCP](https://github.com/Bankless/onchain-mcp/) - Bringing the bankless onchain API to MCP - [Base Free USDC Transfer](https://github.com/magnetai/mcp-free-usdc-transfer) - MCP (Model Context Protocol) server - free usdc transfer powered by Coinbase CDP - [Bitcoin MCP Server](https://github.com/AbdelStark/bitcoin-mcp) - Bitcoin & Lightning Network MCP Server. - [BSC-MCP Server](https://github.com/TermiX-official/bsc-mcp) - Executes Binance Smart Chain transactions, including BNB and BEP-20 token transfers, via the Model Context Protocol - [Claude Crypto Trader](https://github.com/SaintDoresh/Crypto-Trader-MCP-ClaudeDesktop.git) - Provides real-time cryptocurrency market data and historical charts via the CoinGecko API for Claude Desktop - [Claude YFinance Trader](https://github.com/SaintDoresh/YFinance-Trader-MCP-ClaudeDesktop.git) - Provides real-time stock data, company information, and trading capabilities within Claude Desktop - [CoinCap Data Server](https://github.com/QuantGeekDev/coincap-mcp) - A coincap mcp server to access crypto data from coincap API - [CoinMarketCap Server](https://github.com/anjor/coinmarket-mcp-server) - Provides access to CoinMarketCap API data, including currency listings and quotes, via custom URI scheme and command-line tools - [CoinPriceFetcher](https://github.com/pwh-pwh/coin-mcp-server) - use Bitget's API to get cryptocurrency info - [Crypto Fear & Greed Index Server](https://github.com/kukapay/crypto-feargreed-mcp) - Providing real-time and historical Crypto Fear & Greed Index data - [Crypto Indicators MCP](https://github.com/kukapay/crypto-indicators-mcp) - An MCP server providing a range of cryptocurrency technical analysis indicators and strategies. - [CryptoPanic News Server](https://github.com/kukapay/cryptopanic-mcp-server) - Provide latest cryptocurrency news to AI agents. - [Freqtrade-MCP](https://github.com/kukapay/freqtrade-mcp) - An MCP server that integrates with the Freqtrade cryptocurrency trading bot. - [GOAT](https://github.com/goat-sdk/goat/tree/main/typescript/examples/by-framework/model-context-protocol) - The leading agentic finance toolkit for AI agents - [Investor Agent](https://github.com/ferdousbhai/investor-agent) - A Model Context Protocol server for building an investor agent - [Jupiter MCP](https://github.com/kukapay/jupiter-mcp) - An MCP server for executing token swaps on the Solana blockchain using Jupiter's new Ultra API. - [KukaPay Uniswap Trader](https://github.com/kukapay/uniswap-trader-mcp) - An MCP server for AI agents to automate token swaps on Uniswap DEX across multiple blockchains. - [LedgerAI](https://github.com/minhyeoky/mcp-server-ledger) - A Model Context Protocol server for interacting with Ledger CLI, a powerful double-entry accounting system. This server enables Large Language Models to query and analyze financial data through a standardized interface, making it easy for AI assistants to help with financial reporting, budget analysis, and accounting tasks. - [PancakeSwap PoolSpy](https://github.com/kukapay/pancakeswap-poolspy-mcp) - An MCP server that tracks newly created liquidity pools on Pancake Swap - [Stripe](https://github.com/atharvagupta2003/mcp-stripe) - Manages financial transactions via Stripe, providing secure payment processing, customer management, and refund capabilities with detailed audit logging - [TastyTrade Agent](https://github.com/ferdousbhai/tasty-agent) - Let Claude manage your tastytrade portfolio. - [Uniswap PoolSpy](https://github.com/kukapay/uniswap-poolspy-mcp) - An MCP server that tracks newly created liquidity pools on Uniswap across nine blockchain networks. - [WhaleTracker MCP](https://github.com/kukapay/whale-tracker-mcp) - A mcp server for tracking cryptocurrency whale transactions. - [Yahoo Finance MCP](https://github.com/narumiruna/yfinance-mcp) - Fetches stock data, news, and financial information via a Yahoo Finance API server - [ZBD](https://github.com/zebedeeio/zbd-mcp-server) - Enables Bitcoin Lightning payments within large language models ### Gaming <img src="https://user-images.githubusercontent.com/74038190/216644497-1951db19-8f3d-4e44-ac08-8e9d7e0d94a7.gif" width="400"> <br><br> - [Ableton Live](https://github.com/Simon-Kansara/ableton-live-mcp-server) - MCP Server implementation for Ableton Live OSC control - [Fantasy PL](https://github.com/rishijatia/fantasy-pl-mcp) - Fantasy Premier League MCP Server - [FastMCP](https://github.com/punkpeye/fastmcp) - A TypeScript framework for building MCP servers. - [Godot MCP](https://github.com/Coding-Solo/godot-mcp) - MCP server for interfacing with Godot game engine. Provides tools for launching the editor, running projects, and capturing debug output. - [LiteMCP](https://github.com/wong2/litemcp) - A TypeScript framework for building MCP servers elegantly - [MCP Unity](https://github.com/CoderGamester/mcp-unity) - MCP Server to integrate Unity Editor game engine with different AI Model clients (e.g. Claude Desktop, Windsurf, Cursor) - [ObsidianMCP](https://github.com/StevenStavrakis/obsidian-mcp) - A simple MCP server for Obsidian - [Open-Sourced MCP Servers Directory](https://github.com/chatmcp/mcp-directory) - directory for Awesome MCP Servers - [OpenDota](https://github.com/asusevski/opendota-mcp-server) - Provides real-time Dota 2 statistics and match data via a Model Context Protocol server - [SimpleMCP](https://github.com/ribeirogab/simple-mcp) - A simple TypeScript library for creating MCP servers. - [Unity Integration (Advanced)](https://github.com/quazaai/UnityMCPIntegration) - Enable AI Agents to Control Unity ### Knowledge and Memory - [Anki](https://github.com/scorzeth/anki-mcp-server) - Manages and interacts with Anki flashcards via a server, enabling card creation, review, and data retrieval - [Apple Notes](https://github.com/RafalWilinski/mcp-apple-notes) - Talk with your notes in Claude. RAG over your Apple Notes using Model Context Protocol. - [Basic Memory](https://github.com/basicmachines-co/basic-memory) - Basic Memory is a knowledge management system that allows you to build a persistent semantic graph from conversations with AI assistants. All knowledge is stored in standard Markdown files on your computer, giving you full control and ownership of your data. Integrates directly with Obsidan.md - [Goal Story](https://github.com/hichana/goalstory-mcp) - Manages aspirations through narrative-driven goal setting, powered by conversational AI for personalized motivation and progress tracking - [Mindmap MCP](https://github.com/YuChenSSR/mindmap-mcp-server) - mindmap, mcp server, artifact - [Notion](https://github.com/v-3/notion-server) - Seamlessly integrates language models with Notion workspaces for searching, creating, updating, and managing pages and databases - [Obsidian Markdown Notes](https://github.com/calclavia/mcp-obsidian) - A connector for Claude Desktop to read and search an Obsidian vault. - [PIF](https://github.com/hungryrobot1/MCP-PIF) - A MCP implementation of the personal intelligence framework (PIF) - [XMind](https://github.com/apeyroux/mcp-xmind) - Analyzes and queries XMind mind maps, enabling smart searches, task management, and multi-file analysis ### Location Services - [GeoMCP](https://github.com/webcoderz/MCP-Geo) - Geocoding MCP server with GeoPY! - [IPInfo MCP Server](https://github.com/briandconnelly/mcp-server-ipinfo) - IP Geolocation Server for MCP - [Nearby Search Server](https://github.com/kukapay/nearby-search-mcp) - An MCP server for nearby place searches with IP-based location detection. - [Virtual location (Google Street View,etc.)](https://github.com/mfukushim/map-traveler-mcp) - Virtual traveler library for MCP - [WhereAmI Location Server](https://github.com/kukapay/whereami-mcp) - A lightweight mcp server that tells you exactly where you are. ### Marketing - [Open Strategy Partners Marketing Tools](https://github.com/open-strategy-partners/osp_marketing_tools) - A Model Context Protocol (MCP) server that empowers LLMs to use some of Open Srategy Partners' core writing and product marketing techniques. ### Monitoring <img src="https://user-images.githubusercontent.com/74038190/221352987-68da234d-4d62-4e9d-9d7f-098dc657c2dc.gif" width="400"> <br><br> - [Grafana MCP](https://github.com/grafana/mcp-grafana) - Provides programmatic access to Grafana dashboards, data sources, and alerting features via the Model Context Protocol - [Logfire Telemetry Analyzer](https://github.com/pydantic/logfire-mcp) - The Logfire MCP Server is here! :tada: - [Raygun MCP Server](https://github.com/MindscapeHQ/mcp-server-raygun) - Provides API access to Raygun's crash reporting and real user monitoring features via the Model Context Protocol - [MCP System Monitor](https://github.com/seekrays/mcp-monitor) - A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to retrieve real-time system information through an MCP-compatible interface. ### Note Taking <img src="https://user-images.githubusercontent.com/74038190/212751381-b0b2320e-6ef6-4041-a77a-de279fe5d3ae.gif" width="500"> <br><br> - [BearMCP](https://github.com/akseyh/bear-mcp-server) - MCP Server integration for Bear note app - [Google Calendar](https://github.com/v-3/google-calendar) - Manages and schedules events, meetings, and free time slots ### Research and Data <img src="https://user-images.githubusercontent.com/74038190/212751818-13da6fd2-27ca-45c4-9c64-3940ccfa6fd3.gif" width="300"> <br><br> - [ArXiv MCP Assistant](https://github.com/blazickjp/arxiv-mcp-server) - A Model Context Protocol server for searching and analyzing arXiv papers - [ArXiv MCP Server](https://github.com/andybrandt/mcp-simple-arxiv) - Tool to work with arXiv, provide LLM with ability to search and read papers from there - [DeepResearch Assistant](https://github.com/reading-plus-ai/mcp-server-deep-research) - Generates comprehensive, well-cited research reports from a given research question - [Oorlogsbronnen AI](https://github.com/r-huijts/oorlogsbronnen-mcp) - MCP server for accessing Dutch World War II archives through the Oorlogsbronnen API. Provides structured access to historical records, photographs, and documents from 1940-1945 Netherlands. - [SimplePubMed](https://github.com/andybrandt/mcp-simple-pubmed) - MCP server for searching and querying PubMed medical papers/research database - [World Bank data API](https://github.com/anshumax/world_bank_mcp_server) - An implementation of the Model Context Protocol for the World Bank open data API ### Search <img src="https://user-images.githubusercontent.com/74038190/212750155-3ceddfbd-19d3-40a3-87af-8d329c8323c4.gif" width="500"> <br><br> - [Kagi Search](https://github.com/kagisearch/kagimcp) - A Model Context Protocol (MCP) server for Kagi search. - [Search1API MCP](https://github.com/fatwang2/search1api-mcp) - A Model Context Protocol (MCP) server offering web search, news search, content extraction, and deep reasoning capabilities via Search1API - [DevRev](https://github.com/kpsunil97/devrev-mcp-server) - Searches and retrieves information from DevRev using its APIs - [Discourse](https://github.com/AshDevFr/discourse-mcp-server) - Searches Discourse forum posts via the Model Context Protocol (MCP) - [DuckDuckGo MCP Search Server](https://github.com/zhsama/duckduckgo-mpc-server/) - Provides DuckDuckGo web search functionality via the Model Context Protocol - [DuckDuckGo MCP Server](https://github.com/nickclyde/duckduckgo-mcp-server) - A Model Context Protocol (MCP) server that provides web search capabilities through DuckDuckGo, with additional features for content fetching and parsing. - [Elasticsearch MCP Server](https://github.com/cr7258/elasticsearch-mcp-server) - A Model Context Protocol (MCP) server implementation that provides Elasticsearch interaction. - [Everything Search Server](https://github.com/mamertofabian/mcp-everything-search) - Provides fast cross-platform file searching on Windows, macOS, and Linux - [Glean](https://github.com/longyi1207/glean-mcp-server) - Provides search and chatbot functionality via a Glean API-integrated MCP server - [Google Custom Search](https://github.com/adenot/mcp-google-search) - Provides web search and webpage content extraction using the Google Custom Search API - [Google News MCP Server](https://github.com/ChanMeng666/server-google-news) - 【Star-crossed coders unite!⭐️】Model Context Protocol (MCP) server implementation providing Google News search capabilities via SerpAPI, with automatic news categorization and multi-language support. - [Google Search Console](https://github.com/ahonn/mcp-server-gsc) - A Model Context Protocol (MCP) server providing access to Google Search Console - [GSearchMCP](https://github.com/jae-jae/g-search-mcp) - A powerful MCP server for Google search that enables parallel searching with multiple keywords simultaneously. - [LocalRAG](https://github.com/nkapila6/mcp-local-rag) - "primitive" RAG-like web search model context protocol (MCP) server that runs locally. ✨ no APIs ✨ - [NYTimes Article Search Server](https://github.com/angheljf/nyt) - Searches New York Times articles from the past 30 days using keywords, returning titles, abstracts, URLs, dates, and authors - [Scholarly](https://github.com/adityak74/mcp-scholarly) - A MCP server to search for accurate academic articles. - [SearXNG MCP](https://github.com/ihor-sokoliuk/mcp-searxng) - Provides web search functionality via the SearXNG API using the Model Context Protocol - [SearxNG MCP Server](https://github.com/SecretiveShell/MCP-searxng) - MCP server for connecting agentic systems to search systems via searXNG - [Tavily MCP Server](https://github.com/kshern/mcp-tavily.git) - Provides advanced search and content extraction via the Tavily API, using the Model Context Protocol (MCP) - [Tavily search](https://github.com/RamXX/mcp-tavily) - An MCP server for Tavily's search API - [Tavily Search Server](https://github.com/Tomatio13/mcp-server-tavily) - Provides AI-powered search results, including text, URIs, and titles, via the Tavily API - [Trieve MCP Server](https://github.com/devflowinc/trieve/tree/main/clients/mcp-server) - All-in-one infrastructure for search, recommendations, RAG, and analytics offered via API - [Typesense](https://github.com/suhail-ak-s/mcp-typesense-server) - Provides AI models with access to Typesense search capabilities for data discovery, search, and analysis - [Unsplash Image Server](https://github.com/hellokaton/unsplash-mcp-server) - 🔎 A MCP server for Unsplash image search. - [WebSearch MCP](https://github.com/pskill9/web-search) - Web search using free google search (NO API KEYS REQUIRED) ### Security <img src="https://user-images.githubusercontent.com/74038190/212750147-854a394f-fee9-4080-9770-78a4b7ece53f.gif" width="400"> <br><br> - [CLI-MCP Secure Server](https://github.com/MladenSU/cli-mcp-server) - Command line interface for MCP clients with secure execution and customizable security policies - [Code Sandbox](https://github.com/Automata-Labs-team/code-sandbox-mcp) - An MCP server to create secure code sandbox environment for executing code within Docker containers. This MCP server provides AI applications with a safe and isolated environment for running code while maintaining security through containerization. - [Descope](https://github.com/descope-sample-apps/descope-mcp-server) - Provides a server interface for interacting with Descope's Management APIs to search and retrieve project information - [DNStwist MCP Server](https://github.com/BurtTheCoder/mcp-dnstwist) - MCP server for dnstwist, a powerful DNS fuzzing tool that helps detect typosquatting, phishing, and corporate espionage. - [Maigret MCP Server](https://github.com/BurtTheCoder/mcp-maigret) - MCP server for maigret, a powerful OSINT tool that collects user account information from various public sources. - [MCP Guardian](https://github.com/eqtylab/mcp-guardian) - Manage / Proxy / Secure your MCP Servers - [MCP Security Auditor](https://github.com/qianniuspace/mcp-security-audit) - A powerful MCP (Model Context Protocol) Server that audits npm package dependencies for security vulnerabilities. Built with remote npm registry integration for real-time security checks. - [Okta](https://github.com/kapilduraphe/okta-mcp-server) - Manages Okta users and groups via a Claude-integrated server - [OpenCTI](https://github.com/Spathodea-Network/opencti-mcp) - A Model Context Protocol (MCP) server providing standardized access to OpenCTI threat intelligence data - [ORKL MCP Server](https://github.com/fr0gger/MCP_Security) - This is a repository to experiment with MCP for security - [SafePythonExecutor](https://github.com/maxim-saplin/mcp_safe_local_python_executor) - Stdio MCP Server wrapping custom Python runtime (LocalPythonExecutor) from Hugging Faces' `smolagents` framework. The runtime combines the ease of setup (compared to docker, VM, cloud runtimes) while providing safeguards and limiting operations/imports that are allowed inside the runtime. - [Solana Rug Check](https://github.com/kukapay/rug-check-mcp) - An MCP server that detects potential risks in Solana meme tokens. - [VirusTotal MCP Server](https://github.com/BurtTheCoder/mcp-virustotal) - A Model Context Protocol (MCP) server for querying the VirusTotal API. - [WhoAmI MCP](https://github.com/kukapay/whoami-mcp) - A lightweight MCP server that tells you exactly who you are. ### Social Media - [Audiense Insights](https://github.com/AudienseCo/mcp-audiense-insights) - Audiense Insights MCP Server is a server based on the Model Context Protocol (MCP) that allows Claude and other MCP-compatible clients to interact with your Audiense Insights account - [Twikit](https://github.com/adhikasp/mcp-twikit) - A Model Context Protocol (MCP) server for interacting with Twitter. - [X (Twitter)](https://github.com/EnesCinr/twitter-mcp) - A Model Context Protocol server allows to interact with Twitter, enabling posting tweets and searching Twitter. - [X (Twitter)](https://github.com/vidhupv/x-mcp) - Manages and publishes X/Twitter posts via Claude chat ### System Automation <img src="https://user-images.githubusercontent.com/74038190/212750996-938b257b-266c-45a7-9af7-655341c0f58b.gif" width="500"> <br><br> - [Airflow MCP Server](https://github.com/yangkyeongmo/mcp-server-apache-airflow) - Provides a Model Context Protocol (MCP) server for standardized Apache Airflow interaction - [Android MCP](https://github.com/minhalvp/android-mcp-server) - An MCP server that provides control over Android devices via adb - [AWS MCP Bridge](https://github.com/alexei-led/aws-mcp-server) - A lightweight service that enables AI assistants to execute AWS CLI commands (in safe containerized environment) through the Model Context Protocol (MCP). Bridges Claude, Cursor, and other MCP-aware AI tools with AWS CLI for enhanced cloud infrastructure management. - [Docker](https://github.com/ckreiling/mcp-server-docker) - Manages and interacts with Docker containers using natural language - [Firefly MCP](https://github.com/gofireflyio/firefly-mcp) - Manages and codifies cloud and SaaS resources via Infrastructure as Code, enabling seamless integration with Firefly - [Frank Fiegel](https://github.com/punkpeye) - Automates processes - [Github Actions](https://github.com/ko1ynnky/github-actions-mcp-server) - GitHub Actions Model Context Protocol Server - [Hekmon](https://github.com/hekmon8) - Manages and controls Home Assistant devices and Jenkins CI/CD pipelines via Model Context Protocol (MCP) - [Higress Ops MCP](https://github.com/higress-group/higress-ops-mcp-server) - A Model Context Protocol (MCP) server implementation that enables comprehensive configuration and management of Higress. - [Home Assistant](https://github.com/voska/hass-mcp) - Home Assistant MCP Server - [Home Assistant MCP Bridge](https://github.com/tevonsb/homeassistant-mcp) - A MCP server for Home Assistant - [Home Assistant MCP Server](https://github.com/allenporter/mcp-server-home-assistant) - A Model Context Protocol Server for Home Assistant - [Kom Kubernetes Manager](https://github.com/weibaohui/kom) - kom 是一个用于 Kubernetes 操作的工具，SDK级的kubectl、client-go的使用封装。并且支持作为管理k8s 的 MCP server。 它提供了一系列功能来管理 Kubernetes 资源，包括创建、更新、删除和获取资源，甚至使用SQL查询k8s资源。这个项目支持多种 Kubernetes 资源类型的操作，并能够处理自定义资源定义（CRD）。 通过使用 kom，你可以轻松地进行资源的增删改查和日志获取以及操作POD内文件等动作。 - [KubeEye](https://github.com/wenhuwang/mcp-k8s-eye) - MCP Server for kubernetes management and analyze workload status - [KubeMCP](https://github.com/alexei-led/k8s-mcp-server) - K8s-mcp-server is a Model Context Protocol (MCP) server that enables AI assistants like Claude to securely execute Kubernetes commands. It provides a bridge between language models and essential Kubernetes CLI tools including kubectl, helm, istioctl, and argocd, allowing AI systems to assist with cluster management, troubleshooting, and deployments - [Mac App Launcher](https://github.com/JoshuaRileyDev/mac-apps-launcher) - Launches and manages macOS applications via an MCP server - [MCP Installer](https://github.com/anaisbetts/mcp-installer) - An MCP server that installs other MCP servers for you - [MCP Shell Executor](https://github.com/tumf/mcp-shell-server) - Securely executes whitelisted shell commands remotely via the Model Context Protocol (MCP), providing stdin support and detailed output - [MultiCluster MCP Gateway](https://github.com/yanmxa/multicluster-mcp-server) - The gateway for GenAI systems to interact with multiple Kubernetes clusters through the MCP - [Multiverse MCP](https://github.com/lamemind/mcp-server-multiverse) - A middleware server that enables multiple isolated instances of the same MCP servers to coexist independently with unique namespaces and configurations. - [Netskope NPA MCP](https://github.com/johnneerdael/netskope-mcp) - Manages Netskope Network Private Access infrastructure via a Model Context Protocol server and Large Language Models - [POX MCP Network Manager](https://github.com/davidlin2k/pox-mcp-server) - A Model Context Protocol (MCP) server for the POX SDN controller - [Pulumi](https://github.com/dogukanakkaya/pulumi-mcp-server) - Manages and deploys cloud infrastructure using code - [Shortcuts MCP Server](https://github.com/recursechat/mcp-server-apple-shortcuts) - Lets AI assistants control Apple Shortcuts automations on macOS - [SimControl](https://github.com/JoshuaRileyDev/simulator-mcp-server) - Programmatically controls iOS simulators, enabling actions like booting, installing apps, and launching them - [SwiftMCPGUI](https://github.com/NakaokaRei/swift-mcp-gui.git) - Programmatically controls macOS mouse and keyboard via the Model Context Protocol (MCP) - [TaskWarrior MCP](https://github.com/awwaiid/mcp-server-taskwarrior) - MCP Server for TaskWarrior! - [TermCtrlMCP](https://github.com/GongRzhe/terminal-controller-mcp) - A Model Context Protocol (MCP) server that enables secure terminal command execution, directory navigation, and file system operations through a standardized interface. - [Terraform MCP](https://github.com/nwiizo/tfmcp) - 🌍 Terraform Model Context Protocol (MCP) Tool - An experimental CLI tool that enables AI assistants to manage and operate Terraform environments. Supports reading Terraform configurations, analyzing plans, applying configurations, and managing state with Claude Desktop integration. ⚡️ - [Windows Control](https://github.com/Cheffromspace/nutjs-windows-control) - MCP server for Windows OS automation ### Travel and Transportation - [FlightRadar24](https://github.com/sunsetcoder/flightradar24-mcp-server) - Model Context Protocol server for Flight Tracking - [NS Travel Information MCP Server](https://github.com/r-huijts/ns-mcp-server) - A Model Context Protocol (MCP) server that provides access to NS (Dutch Railways) travel information through Claude AI. This server enables Claude to fetch real-time train travel information and disruptions using the official Dutch NS API. - [Travel Planner](https://github.com/GongRzhe/TRAVEL-PLANNER-MCP-Server) - Provides travel planning functionalities like location search, route calculation, and time zone retrieval via Google Maps APIs ### Version Control - [Gitee](https://github.com/oschina/mcp-gitee) - mcp-gitee is a Model Context Protocol (MCP) server implementation for Gitee. It provides a set of tools that interact with Gitee's API, allowing AI assistants to manage repository, issues, pull requests, etc. - [GitLab Merge Request MCP](https://github.com/kopfrechner/gitlab-mr-mcp) - Interact seamlessly with GitLab repositories to manage merge requests and issues. Fetch details, add comments, and streamline your code review process with ease. - [GitMCP Ingest](https://github.com/adhikasp/mcp-git-ingest) - A Model Context Protocol (MCP) server that helps read GitHub repository structure and important files. ### Workflow Automation <img src="https://user-images.githubusercontent.com/74038190/212750996-938b257b-266c-45a7-9af7-655341c0f58b.gif" width="500"> <br><br> - [Chargebee AgentKit MCP](https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol) - Seamlessly integrate AI agents with Chargebee using AgentKit for smarter billing and subscription workflows. - [Fibery](https://github.com/Fibery-inc/fibery-mcp-server) - Enables natural language interaction with Fibery workspaces via LLM integration, allowing querying, creation, and updating of entities - [Make AI Connector](https://github.com/integromat/make-mcp-server) - Connects AI assistants to Make automation workflows, enabling AI-driven execution and interaction with scenarios - [Airtable MCP](https://github.com/rashidazarang/airtable-mcp) - Airtable integration for AI-powered applications via Anthropic's Model Context Protocol (MCP). Connect your AI tools directly to Airtable for seamless data access and management. - [Asana MCP Server](https://github.com/roychri/mcp-server-asana) - Connects AI tools to the Asana API via the Model Context Protocol, enabling querying and manipulation of Asana data - [Atlassian MCP Server](https://github.com/sooperset/mcp-atlassian) - MCP server that integrates Confluence and Jira - [Attio MCP Server](https://github.com/hmk/attio-mcp-server) - Connects Claude (and similar clients) to the Attio CRM API for reading and writing company data - [ClaudeTasks](https://github.com/arpitbatra123/mcp-googletasks) - Manages Google Tasks via Claude, enabling creation, updating, and deletion of tasks and lists - [Dify](https://github.com/YanxingLiu/dify-mcp-server) - Model Context Protocol (MCP) Server for dify workflows - [Dify Workflow Executor](https://github.com/gotoolkits/mcp-difyworkflow-server) - mcp-difyworkflow-server is an mcp server Tools application that implements the query and invocation of Dify workflows, supporting the on-demand operation of multiple custom Dify workflows. - [iFlytek Workflow](https://github.com/iflytek/ifly-workflow-mcp-server) - This a simple implementation of an MCP server using iFlytek. It enables calling iFlytek workflows through MCP tools. - [kintone](https://github.com/macrat/mcp-server-kintone) - Connects AI tools to kintone data for querying and manipulation - [Linear](https://github.com/jerhadf/linear-mcp-server) - A server that integrates Linear's project management system with the Model Context Protocol (MCP) to allow LLMs to interact with Linear. - [Linear MCP](https://github.com/tacticlaunch/mcp-linear) - MCP server that enables AI assistants to interact with Linear project management system through natural language, allowing users to retrieve, create, and update issues, projects, and teams. - [Maton](https://github.com/maton-ai/agent-toolkit/tree/main/modelcontextprotocol) - Integrates with various APIs via function calls for interacting with different services - [MiroMCP](https://github.com/evalstate/mcp-miro) - Connects Claude to Miro whiteboards, enabling creation, manipulation, and bulk operations on board elements - [Monday.com](https://github.com/sakce/mcp-server-monday) - MCP Server to interact with Monday.com boards and items - [n8n](https://github.com/leonardsellem/n8n-mcp-server) - MCP server that provides tools and resources for interacting with n8n API - [NotionMCP](https://github.com/danhilse/notion_mcp) - A simple MCP integration that allows Claude to read and manage a personal Notion todo list - [NTFY-MCP Notifier](https://github.com/teddyzxcv/ntfy-mcp) - Sends ntfy notifications upon Model Context Protocol task completion - [Pipedream MCP](https://github.com/PipedreamHQ/pipedream/tree/master/modelcontextprotocol) - Connect APIs, remarkably fast. Free for developers. - [Productboard](https://github.com/kenjihikmatullah/productboard-mcp) - Integrate the Productboard API into agentic workflows via MCP - [Rootly MCP Integration](https://github.com/Rootly-AI-Labs/Rootly-MCP-server) - Integrates Rootly with MCP-compatible IDEs for rapid incident resolution - [Salesforce MCP Integrator](https://github.com/lciesielski/mcp-salesforce-example) - Integrates with Salesforce via the Model Context Protocol (MCP) to send emails and deploy Apex code - [Todoist](https://github.com/abhiz123/todoist-mcp-server) - MCP server for Todoist integration enabling natural language task management with Claude - [UserFeedbackMCP](https://github.com/mrexodia/user-feedback-mcp) - Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor. ### Other Tools and Integrations - [AgentQL MCP](https://github.com/tinyfish-io/agentql-mcp) - Model Context Protocol server that integrates AgentQL's data extraction capabilities. - [Aiven MCP](https://github.com/Aiven-Open/mcp-aiven) - Model Context Protocol server for Aiven - [Apify Actors MCP Server](https://github.com/apify/actors-mcp-server) - Model Context Protocol (MCP) Server for Apify's Actors - [Axiom](https://github.com/axiomhq/mcp-server-axiom) - Axiom Model Context Protocol Server - [Box](https://github.com/box-community/mcp-server-box) - An MCP server capable of interacting with the Box API - [eSignatures](https://github.com/esignaturescom/mcp-server-esignatures) - MCP server for eSignatures (https://esignatures.com) - [Fewsats](https://github.com/Fewsats/fewsats-mcp) - Securely processes AI agent purchases via integrated payment methods and offers - [Fireproof MCP Server](https://github.com/fireproof-storage/mcp-database-server) - Store and load JSON documents from LLM tool use - [Graphlit MCP Server](https://github.com/graphlit/graphlit-mcp-server) - Model Context Protocol (MCP) Server for Graphlit Platform - [Hyperbrowser](https://github.com/hyperbrowserai/mcp) - A MCP server implementation for hyperbrowser - [Integration App](https://github.com/integration-app/mcp-server) - Exposes tools from Integration App workspaces as an MCP server for use with applications - [Keboola Connection MCP Server](https://github.com/keboola/keboola-mcp-server) - Provides MCP server access to Keboola Connection's Storage API and data - [Needle](https://github.com/needle-ai/needle-mcp) - Integration of Needle in modelcontextprotocol - [Neon MCP Server](https://github.com/neondatabase/mcp-server-neon) - MCP server for interacting with Neon Management API and databases - [Rember MCP Flashcards](https://github.com/rember/rember-mcp) - A Model Context Protocol (MCP) server for Rember. - [ScreenshotOne](https://github.com/screenshotone/mcp/) - A simple implementation of an MCP server for the ScreenshotOne API - [Thirdweb](https://github.com/thirdweb-dev/ai/tree/main/python/thirdweb-mcp) - Unifies access to Thirdweb's blockchain tools and services via the Model Context Protocol - [Unstructured](https://github.com/Unstructured-IO/UNS-MCP) - Manages Unstructured API sources, destinations, and workflows via command-line tools - [Vectorize MCP Server](https://github.com/vectorize-io/vectorize-mcp-server/) - Official Vectorize MCP Server - [Verodat](https://github.com/Verodat/verodat-mcp-server) - Verodat MCP Server Implementation - [Xero](https://github.com/XeroAPI/xero-mcp-server) - An MCP server that integrates with the MCP protocol. https://modelcontextprotocol.io/introduction - [Airbnb MCP Server](https://github.com/openbnb-org/mcp-server-airbnb) - Searches Airbnb for listings and provides detailed listing information via structured JSON - [Alby NWC MCP Server](https://github.com/getalby/nwc-mcp-server) - Connect a bitcoin lightning wallet to your LLM using Nostr Wallet Connect and Model Context Protocol - [Algorand](https://github.com/GoPlausible/algorand-mcp) - Algorand Model Context Protocol (Server & Client) - [AlphaVantage MCP Server](https://github.com/berlinbra/alpha-vantage-mcp) - MCP Server for Alpha Advantage API - [Ancestry GEDCOM Server](https://github.com/reeeeemo/ancestry-mcp) - Ancestry MCP server made with Python that allows interactability with .ged (GEDCOM) files - [AniList MCP](https://github.com/yuna0x0/anilist-mcp) - AniList MCP server for accessing AniList API data - [Apache APISIX](https://github.com/apache/apisix) - The Cloud-Native API Gateway and AI Gateway - [apappascs](https://github.com/apappascs) - Manages and hosts open-source projects related to MCP servers and AI - [Apple Calendar](https://github.com/Omar-v2/mcp-ical) - A Model Context Protocol Server that allows you to interact with your MacOS Calendar through natural language. - [Apple Reminders MCP](https://github.com/FradSer/mcp-server-apple-reminders) - Provides native macOS integration for managing Apple Reminders via a Model Context Protocol (MCP) server - [Arduino](https://github.com/vishalmysore/choturobo) - Integrate Arduino-based robotics (using the NodeMCU ESP32 or Arduino Nano 368 board) with AI using the MCP (Model Context Protocol) framework from Claude Anthropic - [Ashra MCP Server](https://github.com/getrupt/ashra-mcp) - A Model Context Protocol server for Ashra - [Awesome MCP Clients](https://github.com/punkpeye/awesome-mcp-clients/) - A collection of MCP clients. - [Awesome MCP Servers by appcypher](https://github.com/appcypher/awesome-mcp-servers) - Awesome MCP Servers - A curated list of Model Context Protocol servers - [Awesome MCP Servers by punkpeye](https://github.com/punkpeye/awesome-mcp-servers) - A collection of MCP servers. - [Awesome MCP Servers by wong2](https://github.com/wong2/awesome-mcp-servers) - A curated list of Model Context Protocol (MCP) servers - [BearMCP](https://github.com/bart6114/my-bear-mcp-server/) - Provides read-only access to Bear notes for AI assistants via the Model Context Protocol (MCP) - [Bilibili MCP Searcher](https://github.com/34892002/bilibili-mcp-js) - Searches Bilibili videos via a Model Context Protocol (MCP) API, providing video metadata and supporting pagination - [Bitable MCP](https://github.com/lloydzhou/bitable-mcp) - This MCP server provides access to Lark Bitable through the Model Context Protocol. It allows users to interact with Bitable tables using predefined tools. - [Bluesky Context Server](https://github.com/keturiosakys/bluesky-context-server) - Enables MCP clients to query Bluesky instances - [Box MCP Server](https://github.com/hmk/box-mcp-server) - A Box model context protocol server to search, read and access files - [Bruno MCP Runner](https://github.com/hungthai1401/bruno-mcp) - MCP Server for running Bruno Collections - [CalcMCP](https://github.com/githejie/mcp-server-calculator) - A Model Context Protocol server for calculating. - [CFBD API](https://github.com/lenwood/cfbd-mcp-server) - An MCP server enabling CFBD API queries within Claude Desktop. - [ChatSum](https://github.com/mcpso/mcp-server-chatsum) - Query and Summarize your chat messages. - [Claude DateTime Server](https://github.com/ZeparHyfar/mcp-datetime) - A MCP server for datetime formatting and file name generation. - [Claude MCP Gateway](https://github.com/boilingdata/mcp-server-and-gw) - An MCP stdio to HTTP SSE transport gateway with example server and MCP client - [Claude MCP Manager](https://github.com/zueai/mcp-manager) - simple web ui to manage mcp (model context protocol) servers in the claude app - [Claude Notes Connector](https://github.com/sirmews/apple-notes-mcp) - Read your Apple Notes with Claude Model Context Protocol - [Claude Time Server](https://github.com/andybrandt/mcp-simple-timeserver) - Simple solution to give Claude ability to check current time via MCP - [Claude Weather MCP](https://github.com/SaintDoresh/Weather-MCP-ClaudeDesktop.git) - Provides real-time weather data, forecasts, and historical information for Claude Desktop - [Confluence MCP Client](https://github.com/KS-GEN-AI/confluence-mcp-server) - A test of confluence mcp server - [Databricks MCP Connector](https://github.com/JordiNeil/mcp-databricks-server) - MCP Server for Databricks - [DaVinci Resolve AI Assistant](https://github.com/samuelgursky/davinci-resolve-mcp) - MCP server integration for DaVinci Resolve - [Dicom](https://github.com/ChristianHinge/dicom-mcp) - Model Context Protocol (MCP) for interacting with dicom servers (PACS etc.) - [Docker MCP](https://github.com/QuantGeekDev/docker-mcp) - A docker MCP Server (modelcontextprotocol) - [DriveContext Server](https://github.com/modelcontextprotocol/servers/tree/main/src/gdrive) - Model Context Protocol Servers - [Drupal](https://github.com/Omedia/mcp-server-drupal) - TS based companion MCP server for the Drupal MCP module that works with the STDIO transport. - [DuneAI Bridge](https://github.com/kukapay/dune-analytics-mcp) - A mcp server that bridges Dune Analytics data to AI agents. - [ExcelMCP](https://github.com/haris-musa/excel-mcp-server) - A Model Context Protocol server for Excel file manipulation - [fastn.ai – Unified API MCP Server](https://github.com/fastnai/mcp-fastn) - A unified API server enabling dynamic tool execution and integration with services like Claude.ai and Cursor.ai - [Fathom Analytics](https://github.com/mackenly/mcp-fathom-analytics) - MCP server for Fathom Analytics - [FetchMCP](https://github.com/zcaceres/fetch-mcp) - A flexible HTTP fetching Model Context Protocol server. - [FirstCycling Data Server](https://github.com/r-huijts/firstcycling-mcp) - This is a Model Context Protocol (MCP) server that provides professional cycling data from FirstCycling. It allows you to retrieve information about professional cyclists, race results, and more. - [FPL MCP Server](https://github.com/rishijatia/fantasy-pl-mcp/) - Fantasy Premier League MCP Server - [Framelink Figma Connector](https://github.com/GLips/Figma-Context-MCP) - MCP server to provide Figma layout information to AI coding agents like Cursor - [Gentoro](https://github.com/gentoro-GT/mcp-nodejs-server) - Integration layer between MCP Clients and Gentoro MCP Server implementation - [Ghost](https://github.com/MFYDev/ghost-mcp) - A Model Context Protocol (MCP) server for interacting with Ghost CMS through LLM interfaces like Claude. Allow you to control your Ghost blog by simply asking Claude etc. - [Git-MCP Server](https://github.com/modelcontextprotocol/servers/tree/main/src/git) - Model Context Protocol Servers - [GitHub ModelContext Server](https://github.com/modelcontextprotocol/servers/tree/main/src/github) - Model Context Protocol Servers - [GitIngest MCP Server](https://github.com/puravparab/Gitingest-MCP) - Provides GitHub repository information (summaries, structure, file content) to MCP clients like Claude Desktop and Cursor - [GitLab MCP](https://github.com/modelcontextprotocol/servers/tree/main/src/gitlab) - Model Context Protocol Servers - [Goodnews](https://github.com/VectorInstitute/mcp-goodnews) - A simple MCP application that delivers curated positive and uplifting news stories. - [Gru Sandbox](https://github.com/babelcloud/gru-sandbox) - A self-hostable sandbox for MCP and AI agents. - [HackerNews MCP Server](https://github.com/pskill9/hn-server) - Fetches and structures Hacker News stories (top, new, ask, show, jobs) via an MCP server - [HackerNewsMCP](https://github.com/erithwik/mcp-hn) - MCP Server for Hackernews - [HackMD MCP](https://github.com/yuna0x0/hackmd-mcp) - A Model Context Protocol server for integrating HackMD's note-taking platform with AI assistants. - [HDW LinkedIn](https://github.com/horizondatawave/hdw-mcp-server) - A Model Context Protocol (MCP) server that provides comprehensive access to LinkedIn data and functionalities using the HorizonDataWave API, enabling not only data retrieval but also robust management of user accounts. - [Heurist Mesh MCP Server](https://github.com/heurist-network/heurist-mesh-mcp-server) - Connects Claude to blockchain and web3 tools via the Heurist Mesh API - [Holaspirit](https://github.com/syucream/holaspirit-mcp-server) - A MCP server that accesses to Holaspirit - [Hyperliquid](https://github.com/mektigboy/server-hyperliquid) - MCP Hyperliquid (https://app.hyperliquid.xyz) server - [Iaptic MCP Server](https://github.com/iaptic/mcp-server-iaptic) - Model Context Protocol server for interacting with iaptic - [Jeamee](https://github.com/jeamee) - A desktop application for discovering and installing MCP servers - [Jina Reader](https://github.com/wong2/mcp-jina-reader) - Fetches and displays remote URL content as Markdown - [Jira Context MCP](https://github.com/rahulthedevil/Jira-Context-MCP) - MCP server to provide Jira Tickets information to AI coding agents like Cursor - [Jira MCP Client](https://github.com/KS-GEN-AI/jira-mcp-server) - A test of jira mcp server - [JSON](https://github.com/GongRzhe/JSON-MCP-Server) - JSON handling and processing mcp server - [Kibela](https://github.com/kiwamizamurai/mcp-kibela-server) - MCP server implementation for Kibela API integration - [KukaPay Token Minter](https://github.com/kukapay/token-minter-mcp) - An MCP server providing tools for AI agents to mint ERC-20 tokens across multiple blockchains. - [Lightdash](https://github.com/syucream/lightdash-mcp-server) - A MCP(Model Context Protocol) server that accesses to Lightdash - [Linear (Go)](https://github.com/geropl/linear-mcp-go) - linear MCP server based on mcp-go - [Luke Fan](https://github.com/badkk) - Provides macOS and Windows desktop apps for exploring MCP (Model Context Protocol) servers - [ManimMCPServer](https://github.com/abhiemj/manim-mcp-server) - A server for rendering Manim animation code, receiving scripts, and returning generated videos - [Markdownify](https://github.com/zcaceres/mcp-markdownify-server) - A Model Context Protocol server for converting almost anything to Markdown - [Markdownify MCP](https://github.com/zcaceres/markdownify-mcp) - A Model Context Protocol server for converting almost anything to Markdown - [MCP Badges](https://github.com/mcpx-dev/mcp-badges) - Get your projects MCP (Model Context Protocol) badges - [MCP Chat Client](https://github.com/flux159/mcp-chat) - Open Source Generic MCP Client for testing & evaluating mcp servers and agents - [MCP CLI Inspector](https://github.com/wong2/mcp-cli) - A CLI inspector for the Model Context Protocol - [MCP Compass](https://github.com/liuyoshio/mcp-compass) - MCP Discovery & Recommendation Service - Find the right MCP server for your needs - [MCP Create](https://github.com/tesla0225/mcp-create) - Dynamically creates, manages, and runs Model Context Protocol (MCP) servers - [MCP Everything Server](https://github.com/modelcontextprotocol/servers/tree/main/src/everything) - Model Context Protocol Servers - [MCP Fetch](https://github.com/modelcontextprotocol/servers/tree/main/src/fetch) - Model Context Protocol Servers - [MCP File Merger](https://github.com/exoticknight/mcp-file-merger) - MCP server for merging multiple files into one - [MCP Filesystem Server](https://github.com/modelcontextprotocol/servers/tree/main/src/filesystem) - Model Context Protocol Servers - [MCP G Suite Connector](https://github.com/MarkusPfundstein/mcp-gsuite) - MCP Server to interact with Google Gsuite prodcuts - [MCP Gateway](https://github.com/lightconetech/mcp-gateway) - A gateway demo for MCP SSE Server - [MCP Google Maps Server](https://github.com/modelcontextprotocol/servers/tree/main/src/google-maps) - Model Context Protocol Servers - [MCP Image Compressor](https://github.com/InhiblabCore/mcp-image-compression) - Compresses JPEG, PNG, WebP, and AVIF images quickly and efficiently, optimizing for size and quality - [MCP Inspector](https://github.com/openMF/mcp-mifosx) - Model Context Protocol - MCP for Mifos X - [MCP ODBC Bridge](https://github.com/OpenLinkSoftware/mcp-odbc-server) - Typescript based Model Context Procotol (MCP) Server for Open Database Connectivity (ODBC) - [MCP Pandoc](https://github.com/vivekVells/mcp-pandoc) - MCP server for document format conversion using pandoc. - [MCP Proxy](https://github.com/sparfenyuk/mcp-proxy) - Connect to MCP servers that run on SSE transport, or expose stdio servers as an SSE server using the MCP Proxy server. - [MCP Proxy Aggregator](https://github.com/TBXark/mcp-proxy) - An MCP proxy server that aggregates and serves multiple MCP resource servers through a single HTTP server. - [MCP Servers Hub](https://github.com/apappascs/mcp-servers-hub) - Discover the most comprehensive and up-to-date collection of MCP servers in the market. This repository serves as a centralized hub, offering an extensive catalog of open-source and proprietary MCP servers, complete with features, documentation links, and contributors. - [MCP Time Server](https://github.com/SecretiveShell/MCP-timeserver) - A simple MCP server that exposes datetime information to agentic systems and chat REPLs - [MCP-Proxy SSE](https://github.com/punkpeye/mcp-proxy) - A TypeScript SSE proxy for MCP servers that use stdio transport. - [MCPHub](https://github.com/Jeamee/MCPHub-Desktop) - Desktop APP for Discover and Install MCP Servers - [Michael Latman](https://github.com/michaellatman) - A GitHub user profile showcasing software projects in various languages - [Mike Coughlin](https://github.com/macoughl) - A GitHub profile showcasing software projects and contributions - [National Parks API Server](https://github.com/KyrieTangSheng/mcp-server-nationalparks) - Provides real-time data on U.S. National Parks, including details, alerts, and activities - [NostrMCP](https://github.com/AbdelStark/nostr-mcp) - A Nostr MCP server that allows to interact with Nostr, enabling posting notes, and more. - [Notion MCP](https://github.com/Badhansen/notion-mcp) - A simple Model Context Protocol (MCP) server that integrates with Notion's API to manage my personal todo list. - [Obsidian MCP](https://github.com/MarkusPfundstein/mcp-obsidian) - MCP server that interacts with Obsidian via the Obsidian rest API community plugin - [OctoMind MCP](https://github.com/OctoMind-dev/octomind-mcp) - An MCP server for octomind tools, resources and prompts - [OpenDAL MCP Server](https://github.com/Xuanwo/mcp-server-opendal) - Model Context Protocol Server for Apache OpenDAL™ - [OpenRPC](https://github.com/shanejonas/openrpc-mpc-server) - A Model Context Protocol (MCP) server that provides JSON-RPC functionality through OpenRPC. - [Oura MCP Server](https://github.com/tomekkorbak/oura-mcp-server) - MCP server for Oura API integration - [Postman MCP Adapter](https://github.com/delano/postman-mcp-server) - An MCP server that provides access to Postman. - [PyMCP-MSSQL](https://github.com/amornpan/py-mcp-mssql) - A Python server providing language models with MSSQL database access via the Model Context Protocol - [QGIS MCP](https://github.com/jjsantos01/qgis_mcp) - Model Context Protocol (MCP) that allows LLMs to use QGIS Desktop - [Quarkus MCP Filesystem Server](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/filesystem) - Model Context Protocol Servers in Quarkus - [Quarkus MCP JDBC Server](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc) - Model Context Protocol Servers in Quarkus - [QuickChart](https://github.com/GongRzhe/Quickchart-MCP-Server) - A Model Context Protocol server for generating charts using QuickChart.io . It allows you to create various types of charts through MCP tools. - [Quran.com API MCP Server](https://github.com/djalal/quran-mcp-server) - Quran.com API integration for verse search, translation and tafsir - [RabbitMQ MCP Server](https://github.com/kenliao94/mcp-server-rabbitmq) - MCP server for interacting with RabbitMQ - [Reaper](https://github.com/dschuler36/reaper-mcp-server) - An MCP Server for interacting with Reaper projects. - [Rememberizer AI](https://github.com/skydeckai/mcp-server-rememberizer) - An MCP Server to enable global access to Rememberizer - [Remote MCP](https://github.com/ssut/Remote-MCP) - A type-safe solution to remote MCP communication, enabling effortless integration for centralized management of Model Context. - [ROADrecon MCP Bridge](https://github.com/atomicchonk/roadrecon_mcp_server) - Claude MCP server to perform analysis on ROADrecon data - [Rquest](https://github.com/xxxbrian/mcp-rquest) - A MCP server providing realistic browser-like HTTP request capabilities with accurate TLS/JA3/JA4 fingerprints for bypassing anti-bot measures. It also supports converting PDF and HTML documents to Markdown for easier processing by LLMs. - [SentryMCP](https://github.com/modelcontextprotocol/servers/tree/main/src/sentry) - Model Context Protocol Servers - [Sequential Thinking](https://github.com/modelcontextprotocol/servers/tree/main/src/sequentialthinking) - Model Context Protocol Servers - [ServiceNow](https://github.com/osomai/servicenow-mcp) - MCP Server for ServiceNow - [SheetMCP](https://github.com/xing5/mcp-google-sheets) - Manages Google Sheets via a Model Context Protocol server, providing functions for creating, reading, updating, and deleting spreadsheets and their contents - [Shodan MCP Server](https://github.com/BurtTheCoder/mcp-shodan) - MCP server for querying the Shodan API - [Shopify](https://github.com/GeLi2001/shopify-mcp) - MCP server for Shopify api, usable on mcp clients such as Anthropic's Claude and Cursor IDE - [SonarQube MCP AI Connector](https://github.com/sapientpants/sonarqube-mcp-server) - Model Context Protocol (MCP) server for SonarQube - [Speech.sh MCP Server](https://github.com/j3k0/speech.sh/blob/main/MCP_README.md) - Simple curl script to play aloud what you type, useful if your voice is suddenly broken. - [Spotify](https://github.com/varunneal/spotify-mcp) - MCP to connect Claude with Spotify. - [SQLite MCP Insights Server](https://github.com/modelcontextprotocol/servers/tree/main/src/sqlite) - Model Context Protocol Servers - [Starwind UI](https://github.com/Boston343/starwind-ui-mcp/) - Local MCP server implementation for Starwind UI that you can use with Cursor, Windsurf, and other AI tools - [Stephen Akinyemi](https://github.com/appcypher) - A tool for... (further information needed) - [strowk](https://github.com/strowk) - Builds context servers using the Model Context Protocol - [Tadas Antanavicius](https://github.com/tadasant) - Provides MCP servers integrating Stability AI image manipulation and SSH Rails app access - [Template MCP Server](https://github.com/mcpdotdirect/template-mcp-server) - Template to quickly set up your own MCP server - [TFT MCP Server](https://github.com/GeLi2001/tft-mcp-server) - Provides TFT match history and details via a Model Context Protocol (MCP) server - [Ticketmaster](https://github.com/delorenj/mcp-server-ticketmaster) - A Ticketmaster MCP server that provides query capabilites from the Discovery API - [TMDB](https://github.com/Laksh-star/mcp-server-tmdb) - Provides movie information, search, and recommendations via the TMDB API - [Todoist](https://github.com/stanislavlysenko0912/todoist-mcp-server) - Full implementation of Todoist Rest API & support Todoist Sync API for MCP server - [Token Revoke MCP](https://github.com/kukapay/token-revoke-mcp) - An MCP server for checking and revoking ERC-20 token allowances across multiple blockchains. - [Video Jungle Editor](https://github.com/burningion/video-editing-mcp) - MCP Interface for Video Jungle - [VolcEngine TOS](https://github.com/dinghuazhou/sample-mcp-server-tos) - Retrieves PDF data from VolcEngine TOS for use in LLM context - [VRChat MCP Server](https://github.com/sawa-zen/vrchat-mcp) - This project is a Model Context Protocol (MCP) server for interacting with the VRChat API. - [Webflow](https://github.com/kapilduraphe/webflow-mcp-server) - Connects Claude to Webflow APIs, providing tools to retrieve site information - [WebSocket MCP Wrapper](https://github.com/nick1udwig/ws-mcp) - Wraps MCP stdio servers with a WebSocket interface for Kibitz integration - [WhatTimeIsIt](https://github.com/kukapay/whattimeisit-mcp) - A lightweight mcp server that tells you exactly what time is it based on your IP. - [Whois MCP](https://github.com/bharathvaj-ganesan/whois-mcp) - MCP Server for whois lookups. - [WildFly MCP](https://github.com/wildfly-extras/wildfly-mcp) - WildFly MCP server and other tooling to integrate WildFly in AI space - [Xero MCP](https://github.com/john-zhang-dev/xero-mcp) - A Model Context Protocol server allows Clients to interact with Xero - [YouTube Transcript Server](https://github.com/kimtaeyoon83/mcp-server-youtube-transcript) - This is an MCP server that allows you to directly download transcripts of YouTube videos. - [Zotero MCP](https://github.com/kaliaboi/mcp-zotero) - A connector for Claude Desktop to work with collection and sources on your Zotero Cloud. ### Frequently Asked Questions #### What is an MCP server? An MCP (Model Context Protocol) server is a component that implements Anthropic's Model Context Protocol, enabling AI models to connect to external data sources and tools. It acts as a standardized interface for AI systems to interact with various services, databases, and APIs. #### What is the MCP protocol? The Model Context Protocol (MCP) is an open standard introduced by Anthropic in 2024 that defines how AI models can communicate with external tools and data sources. It provides a structured way for AI systems to access and manipulate data, execute commands, and interact with various services. #### What is MCP used for? MCP has different uses depending on the context: - In AI: Connects AI models to external resources like databases, APIs, and tools to enhance their capabilities - In Gaming: MCP (Minecraft Coder Pack) is used for decompiling and modding Minecraft Java Edition #### Does OpenAI support MCP? While OpenAI doesn't officially support MCP, there are community-developed tools and bridges that enable integration between OpenAI's models and MCP-compatible systems. #### What is MCP in Kubernetes? In the context of Kubernetes, MCP servers can be deployed to enable AI models to interact with Kubernetes clusters, managing containers and resources through natural language interfaces. #### Is Claude AI free? Claude AI offers both free and paid plans: - Free plan: Limited usage (e.g., 20 searches per day) - Paid plans: Start at $20/month with increased limits and features - Available on web, iOS, and Android platforms #### What are MCP tools? MCP tools are components that implement specific functionalities through the Model Context Protocol, such as: - File system operations - Database interactions - API integrations - System automation - Development tools - Search capabilities #### What is the difference between MCP in AI and gaming? - AI Context: MCP refers to the Model Context Protocol, enabling AI models to interact with external systems - Gaming Context: MCP refers to the Minecraft Coder Pack, used for decompiling and modding Minecraft Java Edition #### What is a Model Context Protocol server? A Model Context Protocol server is an implementation that: - Provides standardized interfaces for AI-tool interaction - Handles authentication and security - Manages data flow between AI models and external services - Implements specific functionalities (e.g., file operations, API calls) - Ensures consistent communication protocols <!-- MCP_LIST_END -->