agentoracle-mcp

# agentoracle-mcp **Add trust verification to Claude, Cursor, Windsurf, or any MCP client in 60 seconds.** AgentOracle verifies claims before your agent acts on them. Per-claim confidence scores, ACT/VERIFY/REJECT recommendations, and 4-source verification — available as an MCP tool with one command. --- ## Install ```bash npx agentoracle-mcp ``` That's it. No API keys. No accounts. No wallet setup required to start. --- ## Add to Claude Desktop Open your Claude Desktop config file: **Mac:** `~/Library/Application Support/Claude/claude_desktop_config.json` **Windows:** `%APPDATA%\Claude\claude_desktop_config.json` Add this: ```json { "mcpServers": { "agentoracle": { "command": "npx", "args": ["-y", "agentoracle-mcp"] } } } ``` Restart Claude Desktop. You now have trust verification as a tool. --- ## Add to Cursor Open Cursor Settings → MCP → Add Server: ```json { "agentoracle": { "command": "npx", "args": ["-y", "agentoracle-mcp"] } } ``` --- ## Add to Windsurf Open Windsurf Settings → MCP Servers → Add: ```json { "agentoracle": { "command": "npx", "args": ["-y", "agentoracle-mcp"] } } ``` --- ## What you can do once installed Ask Claude, Cursor, or any MCP client: - *"Verify these claims before I include them in my report"* - *"Is it true that OpenAI acquired Anthropic in 2026?"* - *"Research AI agent frameworks and tell me what confidence score each claim gets"* - *"Fact-check this paragraph before I publish it"* AgentOracle breaks the input into individual claims, runs each one through 4 independent sources, and returns a confidence score and verdict for every single claim. --- ## What comes back ```json { "overall_confidence": 0.91, "recommendation": "act", "claims": [ { "claim": "LangGraph leads agent frameworks in 2026", "verdict": "supported", "confidence": 0.94, "evidence": "Confirmed across 4 independent sources" }, { "claim": "OpenAI acquired Anthropic in early 2026", "verdict": "refuted", "confidence": 0.04, "correction": "Anthropic remains independent as of April 2026" } ] } ``` --- ## How verification works Every claim runs through 4 sources in parallel: 1. **Sonar** — real-time web research 2. **Sonar Pro** — deep multi-step analysis 3. **Adversarial** — actively tries to disprove the claim 4. **Gemma 4** — claim decomposition and confidence calibration Consensus builds the score. Contradiction flags the risk. | Score | Recommendation | Meaning | |-------|---------------|---------| | > 0.8 | `act` | Claims verified — proceed | | 0.5–0.8 | `verify` | Uncertain — needs review | | < 0.5 | `reject` | Contradicted — discard | --- ## Pricing | Endpoint | Price | What it does | |----------|-------|-------------| | `/preview` | Free | 20 req/hr, no payment needed | | `/evaluate` | $0.01/claim | Full per-claim verification | | `/research` | $0.02/query | Real-time research + verification | Payments via [x402 protocol](https://x402.org) — USDC on Base, SKALE (gasless), or Stellar. No subscriptions. No minimums. The free `/preview` endpoint works with no wallet or setup. Use it to try before you pay. --- ## Try it now without installing anything ```bash curl -X POST https://agentoracle.co/preview \ -H "Content-Type: application/json" \ -d '{"query": "OpenAI acquired Anthropic in 2026"}' ``` --- ## Related - [agentoracle.co](https://agentoracle.co) — main site + live demo - [Trust Layer docs](https://agentoracle.co/trust) — full API reference - [langchain-agentoracle](https://github.com/TKCollective/langchain-agentoracle) — LangChain integration - [crewai-agentoracle](https://github.com/TKCollective/crewai-agentoracle) — CrewAI integration - [x402 manifest](https://agentoracle.co/.well-known/x402.json) — agent-native pricing discovery --- Built by [TK Collective](https://agentoracle.co) · x402 native · Base · SKALE · Stellar ## Discovery `agentoracle-mcp` is listed on independent x402 discovery directories: - **[Decixa](https://decixa.ai)** — Auto-indexed x402 directory with live probe verification. AgentOracle is classified under **Analyze** with tags *Verification, Data Enrichment*. View listings: - [Research](https://decixa.ai/apis/e51015a6-b977-43e8-876d-e5f6bdaad92d) — $0.02/call - [Deep Research](https://decixa.ai/apis/0fc0fd3a-ffb4-494e-b00f-4ec9a13c33ca) — $0.10/call - [Evaluate](https://decixa.ai/apis/11abb2ea-da04-42aa-a0da-5d07a6e36255) — free during beta - **[Glama](https://glama.ai/mcp/servers/TKCollective/agentoracle-mcp)** — Curated MCP directory Future versions of `agentoracle-mcp` will use Decixa's `/api/agent/resolve` as primary capability discovery with a local fallback — letting agents find the best-matching x402 endpoint by intent rather than hardcoded URLs.