内容
<div align="center">
### :warning: This repository has been archived
**The Strands Agents MCP server has moved to the [strands-agents/harness-sdk](https://github.com/strands-agents/harness-sdk) monorepo.**
The source code is now under [`strands-mcp/`](https://github.com/strands-agents/harness-sdk/tree/main/strands-mcp). All new development, issues, and pull requests should go there.
</div>
---
<div align="center">
<div>
<a href="https://strandsagents.com">
<img src="https://strandsagents.com/latest/assets/logo-github.svg" alt="Strands Agents" width="55px" height="105px">
</a>
</div>
<h1>
Strands Agents MCP Server
</h1>
<h2>
A model-driven approach to building AI agents in just a few lines of code.
</h2>
<div align="center">
<a href="https://github.com/strands-agents/mcp-server/graphs/commit-activity"><img alt="GitHub commit activity" src="https://img.shields.io/github/commit-activity/m/strands-agents/mcp-server"/></a>
<a href="https://github.com/strands-agents/mcp-server/issues"><img alt="GitHub open issues" src="https://img.shields.io/github/issues/strands-agents/mcp-server"/></a>
<a href="https://github.com/strands-agents/mcp-server/pulls"><img alt="GitHub open pull requests" src="https://img.shields.io/github/issues-pr/strands-agents/mcp-server"/></a>
<a href="https://github.com/strands-agents/mcp-server/blob/main/LICENSE"><img alt="License" src="https://img.shields.io/github/license/strands-agents/mcp-server"/></a>
<a href="https://pypi.org/project/strands-agents-mcp-server/"><img alt="PyPI version" src="https://img.shields.io/pypi/v/strands-agents-mcp-server"/></a>
<a href="https://python.org"><img alt="Python versions" src="https://img.shields.io/pypi/pyversions/strands-agents-mcp-server"/></a>
<a href="https://discord.gg/strands"><img alt="Strands Discord" src="https://img.shields.io/badge/Discord-Strands-5865F2?logo=discord&logoColor=white"/></a>
</div>
<p>
<a href="https://strandsagents.com/">Documentation</a>
◆ <a href="https://github.com/strands-agents/samples">Samples</a>
◆ <a href="https://github.com/strands-agents/sdk-python">Python SDK</a>
◆ <a href="https://github.com/strands-agents/tools">Tools</a>
◆ <a href="https://github.com/strands-agents/agent-builder">Agent Builder</a>
◆ <a href="https://github.com/strands-agents/mcp-server">MCP Server</a>
</p>
</div>
This MCP server provides curated documentation access to your GenAI tools via llms.txt files, enabling AI coding assistants to search and retrieve relevant documentation with intelligent ranking.
## Features
- **Smart Document Search**: TF-IDF based search with Markdown-aware scoring that prioritizes titles, headers, and code blocks
- **Section-Based Browsing**: Browse document structure via table of contents, then fetch only the section you need - more token-efficient than retrieving full pages
- **Curated Content**: Indexes documentation from llms.txt files with clean, human-readable titles
- **On-Demand Fetching**: Lazy-loads full document content only when needed for optimal performance
- **Snippet Generation**: Provides contextual snippets with relevance scoring for quick overview
- **Real URL Support**: Works with actual HTTPS URLs while maintaining backward compatibility
## Prerequisites
The usage methods below require [uv](https://github.com/astral-sh/uv) to be installed on your system. You can install it by following the [official installation instructions](https://github.com/astral-sh/uv#installation).
## Installation
You can use the Strands Agents MCP server with
[40+ applications that support MCP servers](https://modelcontextprotocol.io/clients),
including Amazon Q Developer CLI, Anthropic Claude Code, Cline, and Cursor.
Get started quickly with one-click installation buttons for popular MCP clients. Click the buttons below to install servers directly in your IDE:
[](https://kiro.dev/launch/mcp/add?name=strands-agents&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22strands-agents-mcp-server%22%5D%2C%22disabled%22%3Afalse%2C%22autoApprove%22%3A%5B%22search_docs%22%2C%22fetch_doc%22%5D%7D)
[](https://cursor.com/en-US/install-mcp?name=strands-agents&config=eyJjb21tYW5kIjoidXZ4IHN0cmFuZHMtYWdlbnRzLW1jcC1zZXJ2ZXIifQ%3D%3D)
[](https://vscode.dev/redirect?url=vscode:mcp/install?%7B%22name%22%3A%22strands-agents%22%2C%22type%22%3A%22stdio%22%2C%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22strands-agents-mcp-server%22%5D%7D)
### Kiro example
See the [Kiro documentation](https://kiro.dev/docs/mcp/configuration/)
for instructions on managing MCP configuration.
In `~/.kiro/settings/mcp.json`:
```json
{
"mcpServers": {
"strands-agents": {
"command": "uvx",
"args": ["strands-agents-mcp-server"],
"env": {
"FASTMCP_LOG_LEVEL": "INFO"
},
"disabled": false,
"autoApprove": ["search_docs", "fetch_doc"]
}
}
}
```
### Q Developer CLI example
See the [Q Developer CLI documentation](https://docs.aws.amazon.com/amazonq/latest/qdeveloper-ug/command-line-mcp-configuration.html)
for instructions on managing MCP configuration.
In `~/.aws/amazonq/mcp.json`:
```json
{
"mcpServers": {
"strands-agents": {
"command": "uvx",
"args": ["strands-agents-mcp-server"],
"env": {
"FASTMCP_LOG_LEVEL": "INFO"
},
"disabled": false,
"autoApprove": ["search_docs", "fetch_doc"]
}
}
}
```
### Claude Code example
See the [Claude Code documentation](https://docs.anthropic.com/en/docs/claude-code/tutorials#configure-mcp-servers)
for instructions on managing MCP servers.
```bash
claude mcp add strands uvx strands-agents-mcp-server
```
### Cline example
See the [Cline documentation](https://docs.cline.bot/mcp-servers/configuring-mcp-servers#editing-mcp-settings-files)
for instructions on managing MCP configuration.
Provide Cline with the following information:
```
I want to add the MCP server for Strands Agents.
Here's the GitHub link: @https://github.com/strands-agents/mcp-server
Can you add it?"
```
### Cursor example
See the [Cursor documentation](https://docs.cursor.com/context/model-context-protocol#configuring-mcp-servers)
for instructions on managing MCP configuration.
In `~/.cursor/mcp.json`:
```json
{
"mcpServers": {
"strands-agents": {
"command": "uvx",
"args": ["strands-agents-mcp-server"],
"env": {
"FASTMCP_LOG_LEVEL": "INFO"
},
"disabled": false,
"autoApprove": ["search_docs", "fetch_doc"]
}
}
}
```
### VS Code example
See the [VS Code documentation](https://code.visualstudio.com/docs/copilot/customization/mcp-servers)
for instructions on managing MCP configuration.
In your `mcp.json` file:
```json
{
"servers": {
"strands-agents": {
"command": "uvx",
"args": ["strands-agents-mcp-server"]
}
}
}
```
## Quick Testing
You can quickly test the MCP server using the MCP Inspector:
```bash
# For published package
npx @modelcontextprotocol/inspector uvx strands-agents-mcp-server
# For local development
npx @modelcontextprotocol/inspector python -m strands_mcp_server
```
Note: This requires [npx](https://docs.npmjs.com/cli/v11/commands/npx) to be installed on your system. It comes bundled with [Node.js](https://nodejs.org/).
The Inspector is also useful for troubleshooting MCP server issues as it provides detailed connection and protocol information. For an in-depth guide, have a look at the [MCP Inspector documentation](https://modelcontextprotocol.io/docs/tools/inspector).
## Getting Started
1. **Install prerequisites**:
- Install [uv](https://github.com/astral-sh/uv) following the [official installation instructions](https://github.com/astral-sh/uv#installation)
- Make sure you have [Node.js](https://nodejs.org/) installed for npx commands
2. **Configure your MCP client**:
- Choose your preferred MCP client from the installation examples above
- Add the Strands Agents MCP server configuration to your client
3. **Test the connection**:
```bash
# For published package
npx @modelcontextprotocol/inspector uvx strands-agents-mcp-server
# For local development
npx @modelcontextprotocol/inspector python -m strands_mcp_server
```
4. **Start using the documentation tools**:
- `search_docs` - Find relevant documentation with intelligent ranking
- `fetch_doc` - Browse a page's structure and preamble, then read individual sections
- The server automatically indexes curated content from llms.txt files
## Server Development
```bash
git clone https://github.com/strands-agents/mcp-server.git
cd mcp-server
python3 -m venv venv
source venv/bin/activate
pip3 install -e ".[dev]"
npx @modelcontextprotocol/inspector python -m strands_mcp_server
```
### Running Tests
```bash
# Unit tests (fast, no network access required)
pytest tests/
# Integration tests (requires network access to strandsagents.com)
pytest tests_integ/ -v
# All tests
pytest tests/ tests_integ/ -v
```
To skip integration tests (e.g., in CI environments without network access):
```bash
SKIP_INTEG_TESTS=1 pytest tests_integ/
```
## Contributing ❤️
We welcome contributions! See our [Contributing Guide](CONTRIBUTING.md) for details on:
- Reporting bugs & features
- Development setup
- Contributing via Pull Requests
- Code of Conduct
- Reporting of security issues
## Stay in touch with the team
Come meet the Strands team and other users on [**Discord**](https://discord.com/invite/strands)
## License
This project is licensed under the Apache License 2.0 - see the [LICENSE](LICENSE) file for details.
## Security
See [CONTRIBUTING](CONTRIBUTING.md#security-issue-notifications) for more information.
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