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Unlike ephemeral prompt windows or naive vector-only RAG, Mnemo is an autonomous cognitive subsystem built directly on local SQLite.\n\nIt links natural-language rules and decisions directly to code entities, automatically detects architectural code drift, models memory retention through codebase activity ticks, executes true bitemporal point-in-time queries, and retrieves knowledge through a 3-channel Reciprocal Rank Fusion (RRF) search engine.\n\n```\n                              ┌──────────────────────────────────────────────┐\n                              │             AI Coding Agent / IDE            │\n                              └──────────────────────┬───────────────────────┘\n                                                     │ MCP Protocol (JSON-RPC)\n                                                     ▼\n┌────────────────────────────────────────────────────────────────────────────────────────────────────────┐\n│                                             MNEMO SUBSYSTEM                                            │\n│           …","publisher":{"name":"Mnemo Contributors","url":null},"homepage":null,"repository":null,"version":"0.4.0","license":null,"protocols":["mcp"],"tags":["ai-agents","bitemporal","fts5","knowledge-graph","llm","mcp","memory","model-context-protocol","sqlite","vector-search"],"pricing":null,"endpoints":[{"url":"pypi:mnemo-mcp-agent","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","summary":"pypi","version":"pypi","description":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"data.database","name":"Databases","confidence":1,"provenance":"declared"},{"slug":"data.vector-search","name":"Vector Search","confidence":1,"provenance":"declared"},{"slug":"knowledge.memory","name":"Agent Memory","confidence":1,"provenance":"declared"},{"slug":"knowledge.knowledge-graph","name":"Knowledge Graphs","confidence":1,"provenance":"declared"}],"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":"mnemo-mcp-agent","registry":"pypi","observedAt":"2026-10-28T16:27:13.263Z","publishedAt":"2026-09-23T22:33:32.663382Z","latestVersion":"0.4.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"mnemo-mcp-agent","url":"https://pypi.org/project/mnemo-mcp-agent/","firstSeenAt":"2026-09-10T06:23:27.821Z","fetchedAt":"2026-10-28T16:25:03.598Z","normalizedAt":"2026-10-28T16:25:03.598Z"}]},"firstSeenAt":"2026-09-10T06:23:27.821Z","updatedAt":"2026-10-28T16:27:13.264Z"}