Engramm

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Local-first autonomous knowledge agent that feeds a Markdown wiki and exposes it to any LLM via MCP

The problem

Team knowledge scatters across docs, repos, web and PDFs, and pollutes AI assistants' context.

The solution

A Python daemon (FastAPI) that continuously ingests GitHub, web, RSS and PDF, builds a Markdown wiki and exposes it via MCP — hybrid search (BM25 + dense + reranker), Telegram bot and a ReAct orchestrator, fully local.

Stack

PythonFastAPIMCPSQLiteClaude Agent SDKBM25

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