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Model Context Protocol server for Simurgh UI component discovery and source retrieval.
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Search and retrieval (RAG) npm Local MIT
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MCP server for toorPIA embedding analysis: deterministic dimensionality reduction and anomaly detection for embedding vectors
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Search and retrieval (RAG) npm Local MIT
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The official MCP Server for the Turbopuffer API
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Search and retrieval (RAG) npm Local MIT
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Local-first MCP server giving coding agents repository-aware semantic and structural code retrieval.
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Coding agent tools npm Local MIT
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AI-powered code indexer with semantic search and knowledge graphs
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Memory and context Official MCP Registry · crates.io Local
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Mapleai io.github.veenrek/mapleai-mcp Pay-per-request GPT chat, embeddings, agents and prepaid keys with local x402 USDC signing
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Search and retrieval (RAG) Official MCP Registry · npm Local 26 a week
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Local-first context, memory and knowledge-graph plugin for Claude Code. Sandboxed execution, FTS5 + vector search, session continuity, and a code graph — nothing leaves your machine.
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Memory and context npm Local 261 a week MIT
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MCP server for Obsidian Smart Connections. Semantic search using your vault's embeddings.
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Search and retrieval (RAG) Official MCP Registry · npm Local 15 a week MIT
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MCP server for LogosDB: local semantic memory, file indexing, and hybrid search for Claude Code, Cursor, and other MCP clients
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Files and storage npm Local 257 a week MIT
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Persistent memory MCP server (MemoryIndustry) — self-growing knowledge graph that works without MCP sampling, poisoning quarantine, PostgreSQL + pgvector, bitemporal facts, BM25+RRF hybrid search, gra
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Memory and context npm Local 70 a week APACHE-2.0
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Project-local RAG memory MCP server — knowledge graph + multilingual vector + FTS5 in a single SQLite file. Per-project isolation, 38 MCP tools, codepoint-safe chunking (Korean/CJK/emoji).
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Memory and context npm Local 249 a week MIT
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Self-learning vector memory for AI agents — single-file .rvf cognitive container with HNSW search, episodic Reflexion memory, causal graph + Cypher, 9 RL algorithms, Thompson Sampling bandit, 41 MCP t
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Search and retrieval (RAG) npm Local 246 a week MIT
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membot io.github.evantahler/membot Versioned context store with hybrid search for AI agents. Stdio + HTTP MCP server and CLI.
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Search and retrieval (RAG) npm Local 245 a week MIT
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Model Context Protocol server for Paperless-ngx: documents, organization, saved views, users, workflows, and optional semantic search.
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Office documents and spreadsheets npm Local 242 a week MIT
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Obsidian-vault-first memory for AI agents: hybrid vector + keyword + graph retrieval over markdown, MCP server, git auto-sync
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Search and retrieval (RAG) npm Local 241 a week MIT
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Saleplaza BuyKing MCP: Semantic search for global shopping hot deals (US/JP/KR).
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CRM and sales Official MCP Registry · npm Local 49 a week ISC
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SynaBun io.github.danilokhury/synabun Persistent memory MCP server for Claude Code, Codex and OpenCode, stored locally in SQLite
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Memory and context Official MCP Registry · npm Local 227 a week APACHE-2.0
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Local RAG MCP Server - Enhanced with hybrid search, memory management, and code file support (fork of shinpr/mcp-local-rag)
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Search and retrieval (RAG) npm Local 2.4k a week MIT
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Query Markup Documents - Local BM25/vector indexing and retrieval for Unblock Memory
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Search and retrieval (RAG) npm Local 214 a week MIT
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rokadoc MCP Server - Model Context Protocol server for rokadoc RAG service
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Search and retrieval (RAG) npm Local 212 a week MIT