{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_xk3jexnu2c7m","handle":"mnimi-mcp","url":"https://wellknown.network/agents/mnimi-mcp","links":{"self":"https://wellknown.network/agents/mnimi-mcp/record.json","html":"https://wellknown.network/agents/mnimi-mcp","markdown":"https://wellknown.network/agents/mnimi-mcp/record.md","api":"https://wellknown.network/api/v1/agents/mnimi-mcp","status":"https://wellknown.network/api/v1/agents/mnimi-mcp/status","claim":"https://wellknown.network/agents/mnimi-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/mnimi-mcp/claim.json","badge":"https://wellknown.network/agents/mnimi-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/mnimi-mcp/history","tools":"https://wellknown.network/api/v1/agents/mnimi-mcp/tools"},"ard":{"identifier":"urn:air::server:mnimi-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"mnimi-mcp","summary":"A stdio MCP server over mnimi: remember, recall, context, export, consolidate; one SQLite file, no server process beyond this one.","description":"# mnimi-mcp\n\nA [Model Context Protocol](https://modelcontextprotocol.io) server over one\n[mnimi](https://github.com/IasonasKokkalos/mnimi) store: five tools and one resource, stdio\ntransport, one SQLite file. Give Claude Code (or any MCP host) a long-term memory that lives\non your disk, writes facts with a small local model, never calls a model when it reads, and\ncan be read whole as Markdown.\n\nThe server is its own package so the library keeps its two dependencies (`sqlite-vec`,\n`numpy`). It depends on `mnimi-memory[embed,extract]>=3.1.1,<4` (the PyPI name of `import mnimi`) (the BGE embedder and the Qwen3-1.7B\nextractor; 3.1.1 is the floor because the server uses `mnimi.extract.wrappers` — the sub-round\nsplit, the backslash pre-escape and client facts, new in 3.1.0 — and 3.1.1 is where a fact that\nmentions a `\\` path comes back spelled the turn's way) and on the\n`mcp` SDK (written and tested against `mcp` 2.3.0, 2026-10-02).\n\n## Install\n\n`mnimi-memory[extract]` pins `llama-cpp-python==0.3.35`, which PyPI ships only as a source\ndistribution (it needs a C++ compiler). The project's own index carries a prebuilt CPU wheel,\nso pass it on the install line and nothing is compiled:\n\n```\npip install mnimi-mcp --extra-index-url https://abetlen.github.io/llama-cpp-python/whl/cpu\n```\n\nBefore `mnimi-memory` 3.1.1 is on PyPI, install both from a checkout of the repository (the\n`release/v3` branch), into a venv of its own:\n\n```\npip install -e . -e integrations/mcp --extra-index-url https://abetlen.github.io/llama-cpp-python/whl/cpu\n```\n\nEither line puts a `mnimi-mcp` console script on the venv's `Scripts`/`bin` path. The GPU\nprofile (`MNIMI_EXTRACTOR=gpu`) needs a CUDA build of the same version instead\n(`docs/DECISIONS.md` \"Extractor runtime\"); the CPU profile is the default and measured at\n21.0 s per round on an 8-core laptop CPU (`examples/README.md`).\n\n## Register it with Claude Code\n\n```\nclaude mcp add --scope user mnimi -e MNIMI_DB=/absolute/path/to/mnimi/agent.db -- mnimi…","publisher":null,"homepage":"https://github.com/IasonasKokkalos/mnimi","repository":"https://github.com/IasonasKokkalos/mnimi","version":"0.2.0","license":null,"protocols":["mcp"],"tags":["agent-memory","claude-code","mcp","mnimi","sqlite"],"pricing":null,"endpoints":[{"url":"pypi:mnimi-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":"data.database","name":"Databases","confidence":1,"provenance":"declared"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":1,"provenance":"derived"},{"slug":"knowledge.memory","name":"Agent Memory","confidence":1,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.825,"provenance":"derived"}],"categories":["data","dev","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":"mnimi-mcp","registry":"pypi","observedAt":"2026-11-05T22:26:23.665Z","publishedAt":"2026-10-17T11:34:47.428257Z","latestVersion":"0.2.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"mnimi-mcp","url":"https://pypi.org/project/mnimi-mcp/","firstSeenAt":"2026-10-18T16:29:50.456Z","fetchedAt":"2026-11-05T22:24:42.259Z","normalizedAt":"2026-11-05T22:24:42.259Z"}]},"firstSeenAt":"2026-10-18T16:29:50.456Z","updatedAt":"2026-11-05T22:26:23.665Z"}