{"repo":"geronimo-iia/llm-wiki","free":true,"listed":false,"github":"https://github.com/geronimo-iia/llm-wiki","clone":"git clone https://github.com/geronimo-iia/llm-wiki.git","description":"Git-backed wiki engine with MCP server — build knowledge that compounds","language":"Rust","stars":24,"topics":["acp","git","knowledge-base","knowledge-graph","mcp","rust","search","tantivy","wiki","dynamic-knowledge-repository"],"license":"Apache-2.0","category":"mcp-servers","readme_excerpt":"llm-wiki A headless wiki engine for agents. 23 MCP tools. One Rust binary. No LLM inside. Build knowledge that compounds — not answers that evaporate. A git-backed Markdown wiki — searchable, typed, graph-linked. Accessible from the command line, from any MCP-compatible agent, or from any IDE via ACP. The problem with RAG Most AI knowledge tools retrieve and generate on every query. Each answer is disposable — nothing is learned, nothing is kept. Ask the same question twice and the LLM reasons from scratch. llm-wiki implements a different pattern — the Dynamic Knowledge Repository (DKR), introduced by Andrej Karpathy: Process sources at ingest time, not query time. The LLM integrates each source into the wiki — updating concept pages, creating source summaries, flagging contradictions — and commits the result. Knowledge compounds with every addition. Traditional RAG llm-wiki (DKR) ----------------------- --------------------- --------------------------- When knowledge is built At query time At ingest time Cross-references Ad hoc or missed Pre-built, typed graph Knowledge accumulation Resets each query Compounds over time Audit trail None Git history per page Data ownership Provider systems Your files, your git repo --- How it works The engine is pure infrastructure. It manages files, git, full-text search, and graph structure. The LLM is always external — it calls the engine's tools via MCP, reads pages, writes pages, and commits knowledge. Intelligence flows through skills, ","default_branch":null,"files":null,"tree":[],"storefront":"/r/geronimo-iia","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/geronimo-iia/llm-wiki/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}