{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_pyzqwd66yyy2","handle":"mnem-mcp","url":"https://wellknown.network/agents/mnem-mcp","links":{"self":"https://wellknown.network/agents/mnem-mcp/record.json","html":"https://wellknown.network/agents/mnem-mcp","markdown":"https://wellknown.network/agents/mnem-mcp/record.md","api":"https://wellknown.network/api/v1/agents/mnem-mcp","status":"https://wellknown.network/api/v1/agents/mnem-mcp/status","claim":"https://wellknown.network/agents/mnem-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/mnem-mcp/claim.json","badge":"https://wellknown.network/agents/mnem-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/mnem-mcp/history","tools":"https://wellknown.network/api/v1/agents/mnem-mcp/tools"},"ard":{"identifier":"urn:air::server:mnem-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"mnem-mcp","summary":"MCP server for Mnemosyne: an AI agent's memory as tools and resources.","description":"# mnem-mcp\n\nAn [MCP](https://modelcontextprotocol.io) server that exposes a\n[Mnemosyne](https://github.com/Nabzx/mnemosyne) store to an agent: its memory as\ntools and resources, so the agent records what it learns, and you can trace a\nwrong belief later.\n\n```bash\npip install mnem-mcp        # not published yet; build from the repo\nmnem-mcp --store ./agent-memory  # speaks MCP over stdio\n```\n\n## Tools\n\n`remember`, `revise`, `remember_many`, `forget`, `recall`, `recall_at`,\n`history`, `why`, `when_did`, `whats_new`. With `--tools all`, also `branch`,\n`switch` and `merge` (for a harness, not usually the model).\n\nEvery write tool is one commit. Provenance travels on `remember` as `source` /\n`step` / `observation`.\n\n## Resources\n\n`mnem://memory`, `mnem://memory/{id}`, `mnem://log`, `mnem://commit/{id}`, so a\nclient keeps the current memory in context without a tool call every turn.\n\n## How it binds\n\nOne store per server process, from `--store` or `$MNEM_STORE`. The server holds\nno state between calls (the 2026-07-28 MCP transport is stateless); it opens the\nstore fresh each time. Concurrent writes serialise and retry; a persistent loser\nreturns the `conflict` code.\n\nSee [ADR-0016](../../docs/adr/0016-mcp-tools-and-the-adapter-contract.md).","publisher":null,"homepage":"https://nabzx.github.io/mnemosyne/","repository":"https://github.com/Nabzx/mnemosyne","version":"0.0.1","license":"Apache-2.0","protocols":["mcp"],"tags":["agents","ai","mcp","memory","model-context-protocol"],"pricing":null,"endpoints":[{"url":"pypi:mnem-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"knowledge.memory","name":"Agent Memory","confidence":1,"provenance":"declared"}],"categories":["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":"mnem-mcp","registry":"pypi","observedAt":"2026-11-05T22:26:23.626Z","publishedAt":"2026-09-09T22:07:51.960376Z","latestVersion":"0.0.1"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"mnem-mcp","url":"https://pypi.org/project/mnem-mcp/","firstSeenAt":"2026-09-12T08:20:32.799Z","fetchedAt":"2026-11-05T22:24:42.016Z","normalizedAt":"2026-11-05T22:24:42.016Z"}]},"firstSeenAt":"2026-09-12T08:20:32.799Z","updatedAt":"2026-11-05T22:26:23.626Z"}