{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_net92radfz7j","handle":"recollect-mcp","url":"https://wellknown.network/agents/recollect-mcp","links":{"self":"https://wellknown.network/agents/recollect-mcp/record.json","html":"https://wellknown.network/agents/recollect-mcp","markdown":"https://wellknown.network/agents/recollect-mcp/record.md","api":"https://wellknown.network/api/v1/agents/recollect-mcp","status":"https://wellknown.network/api/v1/agents/recollect-mcp/status","claim":"https://wellknown.network/agents/recollect-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/recollect-mcp/claim.json","badge":"https://wellknown.network/agents/recollect-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:recollect-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"recollect-mcp","summary":"MCP server for Recollect","description":"# recollect-mcp\n\nMCP server for persistent memory. 6 tools, 3 resources, server-managed sessions. See the [project README](https://github.com/bartolli/recollect#readme) for architecture details.\n\n## Install\n\n```bash\npip install recollect-mcp    # or: uv add recollect-mcp\n```\n\n## Usage\n\n```bash\n# stdio (default)\nrecollect-mcp\n\n# streamable-http\nrecollect-mcp --transport streamable-http\n\n# with logging\nrecollect-mcp --log-file logs/mcp.jsonl --verbose\n```\n\n## Tools\n\n| Tool | Parameters | Description |\n|------|------------|-------------|\n| `remember` | `content: str` | Store an experience. LLM extracts entities, concepts, significance, and persona facts. |\n| `recall` | `query: str`, `token_budget: int = 2000` | Retrieve relevant memories. Returns persona facts as context followed by matching traces. |\n| `reflect` | -- | Load persona context for the current session. Call before responding to any user message. |\n| `pin` | `trace_id: str` | Promote a memory's extracted relations to permanent persona facts. |\n| `unpin` | `fact_id: str` | Archive a persona fact. It stops surfacing in recall and reflect; the row is retained. |\n| `forget` | `trace_id: str`, `force: bool = false` | Forget a memory trace: it stops surfacing in recall and never auto-revives. Derived facts archive; safety-critical (health/dietary/constraint) and pinned facts are retained unless `force=true`. Nothing is hard-deleted. |\n\n## Resources\n\n| URI | Description |\n|-----|-------------|\n| `memory://primer` | Relational graph of persona facts. Read at conversation start for user context. |\n| `memory://facts` | All active persona facts with confidence scores and timestamps. |\n| `memory://health` | Server and database health status. |\n\nClients that support MCP resources get session priming automatically via `primer`. For clients that don't, `reflect` loads the same context as a tool call. If neither is invoked, the first `recall` of the session still surfaces safety-critical persona facts (pinned, health, die…","publisher":null,"homepage":"https://github.com/bartolli/recollect/tree/main/packages/memory-mcp#readme","repository":"https://github.com/bartolli/recollect/tree/main/packages/memory-mcp#readme","version":"0.17.0","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:recollect-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"knowledge.memory","name":"Agent Memory","confidence":1,"provenance":"derived"},{"slug":"data.database","name":"Databases","confidence":0.791,"provenance":"derived"},{"slug":"knowledge.knowledge-graph","name":"Knowledge Graphs","confidence":0.791,"provenance":"derived"}],"categories":["data","knowledge"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"recollect-mcp","registry":"pypi","observedAt":"2026-09-10T11:28:14.253Z","publishedAt":"2026-08-09T15:04:36.942363Z","latestVersion":"0.17.0"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"recollect-mcp","url":"https://pypi.org/project/recollect-mcp/","firstSeenAt":"2026-09-10T11:26:17.555Z","fetchedAt":"2026-09-10T11:26:17.555Z","normalizedAt":"2026-09-10T11:26:17.555Z"}]},"firstSeenAt":"2026-09-10T11:26:17.555Z","updatedAt":"2026-09-10T11:28:14.253Z"}