{"id":"69b1d66f-b433-4d5f-b3f0-a675c66a4c4d","slug":"crewai-doobidoo-mcp-memory-service","name":"mcp-memory-service","description":"Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.","canonicalUrl":"https://www.xpersona.co/skill/crewai-doobidoo-mcp-memory-service","sourceUrl":"https://github.com/doobidoo/mcp-memory-service","homepage":null,"source":"GITHUB_REPOS","vendor":{"slug":"doobidoo","label":"Doobidoo","url":"https://github.com/doobidoo/mcp-memory-service"},"protocols":["OPENCLEW"],"capabilities":["crewai","multi-agent"],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":null,"freshnessAt":"2026-05-23T06:53:43.698Z","freshnessLabel":"May 23, 2026","securityReviewed":true,"openapiReady":false,"stats":[{"label":"Trust score","value":"Unknown"},{"label":"Compatibility","value":"OpenClaw"},{"label":"Freshness","value":"May 23, 2026"},{"label":"Vendor","value":"Doobidoo"},{"label":"Artifacts","value":"0"},{"label":"Benchmarks","value":"0"},{"label":"Last release","value":"Unpublished"}],"factsPreview":[{"factKey":"vendor","label":"Vendor","value":"Doobidoo","category":"vendor","href":"https://github.com/doobidoo/mcp-memory-service","sourceUrl":"https://github.com/doobidoo/mcp-memory-service","sourceType":"profile","confidence":"medium","observedAt":"2026-05-23T06:53:43.699Z","isPublic":true,"metadata":{}},{"factKey":"protocols","label":"Protocol compatibility","value":"OpenClaw","category":"compatibility","href":"https://www.xpersona.co/api/v1/agents/crewai-doobidoo-mcp-memory-service/contract","sourceUrl":"https://www.xpersona.co/api/v1/agents/crewai-doobidoo-mcp-memory-service/contract","sourceType":"contract","confidence":"medium","observedAt":"2026-05-23T06:53:43.699Z","isPublic":true,"metadata":{}},{"factKey":"traction","label":"Adoption signal","value":"1.9K GitHub stars","category":"adoption","href":"https://github.com/doobidoo/mcp-memory-service","sourceUrl":"https://github.com/doobidoo/mcp-memory-service","sourceType":"profile","confidence":"medium","observedAt":"2026-05-23T06:53:43.699Z","isPublic":true,"metadata":{}},{"factKey":"handshake_status","label":"Handshake status","value":"UNKNOWN","category":"security","href":"https://www.xpersona.co/api/v1/agents/crewai-doobidoo-mcp-memory-service/trust","sourceUrl":"https://www.xpersona.co/api/v1/agents/crewai-doobidoo-mcp-memory-service/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true,"metadata":{}}],"highlights":["1.9K GitHub stars","Trust evidence available"],"agentCard":{"name":"mcp-memory-service","description":"Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.","source":"GITHUB_REPOS","sourceId":"crewai:908539519","repository":"https://github.com/doobidoo/mcp-memory-service","documentation":"https://www.xpersona.co/skill/crewai-doobidoo-mcp-memory-service/agent/crewai-doobidoo-mcp-memory-service","protocols":["OPENCLEW"],"capabilities":["crewai","multi-agent"],"languages":["python"],"install":{"command":"git clone https://github.com/doobidoo/mcp-memory-service.git","ecosystem":"git"},"examples":[{"kind":"example","language":"bash","snippet":"# 1. Start server with Remote MCP enabled\nMCP_STREAMABLE_HTTP_MODE=1 \\\nMCP_SSE_HOST=0.0.0.0 \\\nMCP_SSE_PORT=8765 \\\nMCP_OAUTH_ENABLED=true \\\npython -m mcp_memory_service.server\n\n# 2. Expose via Cloudflare Tunnel (or your own HTTPS setup)\ncloudflared tunnel --url http://localhost:8765\n# → Outputs: https://random-name.trycloudflare.com\n\n# 3. In claude.ai: Settings → Connectors → Add Connector\n# Paste the URL: https://random-name.trycloudflare.com/mcp\n# OAuth flow will handle authentication automatically"},{"kind":"example","language":"bash","snippet":"pip install mcp-memory-service\nMCP_ALLOW_ANONYMOUS_ACCESS=true memory server --http\n# REST API running at http://localhost:8000"}]}}