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Agent-native knowledge OS on Markdown: typed graph, hybrid search, and compiler over MCP.
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Developer tools Official MCP Registry Local
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Private on-device memory & retrieval for AI assistants — offline vector + lexical search.
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Memory and context Official MCP Registry Local
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Mem io.github.turbyho/mem-context Temporal memory MCP server with LanceDB vector search, weight-decay scoring, and LLM consolidation
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Search and retrieval (RAG) Official MCP Registry Local
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Vouch io.github.vouchdev/vouch Git-native, review-gated knowledge base for LLM agents. Cited retrieval, audited writes.
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Git and code hosting Official MCP Registry Local
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Web scraping & search for AI agents: extract, SearXNG search, rerank, robots compliance. No API key.
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Web search and scraping Official MCP Registry Local
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Semantic code retrieval engine with hybrid search, context expansion, and 40+ language support.
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Search and retrieval (RAG) Official MCP Registry Local
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Federated local-first search across transcripts, files, KG, vectors and the web for AI agents.
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Files and storage Official MCP Registry Local
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Web2MD io.github.kanavsingla28/web2md-mcp Turn any web page into clean Markdown, text or token-bounded RAG chunks (via RapidAPI).
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Web search and scraping Official MCP Registry · npm Local MIT
MM
MGI-Mind io.github.madgodinc/mgi-mind Local memory server for AI agents: hybrid search, a fact graph and a hash-chained audit log.
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Security Official MCP Registry · npm Local APACHE-2.0
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MCP server for code intelligence — semantic context, dependency graphs, and compressed symbol indexes for TypeScript/JavaScript, plus git-aware diffs and fast search. Zero external dependencies: no ve
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Developer tools npm Local 99 a week MIT
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Local, private RAG second brain over your Claude Code & Codex transcripts, served back to both agents as an MCP server.
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Memory and context npm Local 95 a week MIT
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Self-hosted memory for agent teams. Bi-temporal replay, deterministic retrieval, audit log.
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Security Official MCP Registry Local
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Local-first, auto-injecting, self-aware-about-staleness context + memory layer for coding agents (Claude Code, Codex, MCP). Trust contract, hooks-first, hybrid retrieval + compression, zero infra.
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Memory and context npm Local 86 a week MIT
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MCP server for semantic code search using vector embeddings
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Search and retrieval (RAG) npm Local 193 a week MIT
PA
Palace io.github.AncientiCe/palace-rs Local-first memory for coding agents — MCP server, single SQLite file, local embeddings
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Search and retrieval (RAG) Official MCP Registry Local
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AI-native runtime with built-in MCP server. 232 builtins, AI pipelines, RAG, single ~8 MB binary.
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DevOps and infrastructure Official MCP Registry · GitHub MCP Registry Local
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Local-first AI workflow for Eristack projects: MCP server, FTS+vector index, backlog/sprint/ADR artifacts — low-token agent tools that do not replace existing editors or Intent
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Project management npm Local 76 a week MIT
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A Model Context Protocol (MCP) server for Obsidian vault management via SSE transport, with optional pgvector-backed semantic search
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Docs and knowledge bases npm Local 74 a week MIT
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Sciverse MCP server — exposes academic paper retrieval (search_papers / semantic_search / read_content) to MCP-compatible coding agents (Claude Code, Cursor, Codex CLI, Windsurf, ...).
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Science and research npm Local 72 a week APACHE-2.0
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Query Markup Documents - On-device hybrid search for markdown files with BM25, vector search, and LLM reranking
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Search and retrieval (RAG) npm Local 4 a week MIT