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Category Find a category Search and retrieval (RAG) 1576 Memory and context 289 Docs and knowledge bases 161 Office documents and spreadsheets 150 Developer tools 134 Model and agent tools 123 Databases 109 Files and storage 70 Coding agent tools 56 Design and media 53

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Runs Any On your machine 1576 Remote endpoint 40

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Works in Claude Code 1452 Claude Desktop 1445 Cursor 1452 VS Code 1452 Devin Desktop 1452 Zed 1451 Cline 1452 Continue 1445 Goose 1451 LM Studio 1452 Gemini CLI 1452 Codex 1451 mcp-client-cli 1415 oterm 1452 TUUI 1415 BoltAI 1415 Agenvoy 1451 Amp 1452 AnythingLLM 1452 Augment Code 1445 Bob Shell 1451 ECA 1452 Kiro 1451 Kiro CLI 1451

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Listed in Official MCP Registry 340 npm 907 PyPI 418 Docker 21 Hugging Face Spaces 0

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Licence Any States a licence 1142 No licence stated 434

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Search and retrieval (RAG)
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org-qmd io.github.tobi/qmd-jrfnmt

Query Markup Documents - On-device hybrid search for Org-mode and Markdown files with BM25, vector search, and LLM reranking

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Search and retrieval (RAG) npm Local 2 a week MIT
vidilearn io.github.alfo-tech-lab/vidilearn

AI-native universal knowledge ingestion and semantic retrieval engine with hybrid BM25+vector search, MCP server integration, and offline embeddings

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Search and retrieval (RAG) npm Local 19 a week MIT
@iflow-mcp/flowing-abyss-obsidian-hybrid-search io.github.flowing-abyss/obsidian-hybrid-search-mb0c3p

An [MCP server](https://modelcontextprotocol.io) and CLI tool that makes your Obsidian vault queryable by AI assistants. Indexes notes into SQLite with FTS5 full-text search, trigram fuzzy matching, a

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Docs and knowledge bases npm Local MIT
tea-rags io.github.artk0de/tearags-mcp-pxw2s0

MCP server for semantic search using local Qdrant and Ollama (default) with support for OpenAI, Cohere, and Voyage AI

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Search and retrieval (RAG) npm Local 67 a week MIT
@aeriondyseti/vector-memory-mcp io.github.aeriondyseti/vector-memory-mcp

A zero-configuration RAG memory server for MCP clients

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Memory and context npm Local 64 a week MIT
Hebbian Vault io.github.onetrueclaude-creator/hebbian-vault

Usage-adaptive Obsidian vault search: Hebbian + PageRank + BM25 hybrid ranking.

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Docs and knowledge bases Official MCP Registry Local
Longmem io.github.marerem/longmem

Persistent cross-project memory for Cursor and Claude Code using local semantic search.

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Memory and context Official MCP Registry Local
iflow-mcp_chroma-core_chroma-mcp io.github.chroma-core/chroma-mcp-5baggz

Chroma MCP Server - Vector Database Integration for LLM Applications

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Search and retrieval (RAG) PyPI Local APACHE-2.0
mcp-memory-service-lite io.github.doobidoo/mcp-memory-service-c8y9yh

Lightweight semantic memory service with ONNX embeddings - no PyTorch required. 80% smaller install size. REST API + MCP transport.

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Memory and context PyPI Local APACHE-2.0
shutup-mcp io.github.hjs-spec/shutup-mcp

Experimental MCP proxy for filtering large tool lists using hybrid semantic and keyword retrieval

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Search and retrieval (RAG) PyPI Local MIT
@fozikio/cortex-engine io.github.fozikio/cortex-engine

Portable cognitive engine for AI agents — storage, embeddings, memory, FSRS, and MCP server

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Search and retrieval (RAG) npm Local 57 a week MIT
@devpuccino/mcp-qdrant org.bitbucket.devpuccino/mcp-qdrant

MCP Server for Qdrant Vector Database - Search, manage collections, and points

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Search and retrieval (RAG) npm Local MIT
@iflow-mcp/raintree-technology-docpull io.github.raintree-technology/docpull-mcp

MCP server for fetching and searching documentation with semantic search

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Docs and knowledge bases npm Local MIT
r2mcp io.github.dmokong/r2mcp

Persistent semantic memory layer for Claude Code — PostgreSQL + pgvector + OpenRouter embeddings

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Search and retrieval (RAG) npm Local 52 a week MIT
@sniper.ai/mcp-knowledge io.github.virkt25/sniper-mcp-knowledge

SNIPER MCP server for domain knowledge indexing and retrieval

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Search and retrieval (RAG) npm Local MIT
mcp-recall io.github.sakebomb/mcp-recall

Context compression and persistent retrieval for Claude Code

Version check not run yet

Memory and context npm Local 50 a week MIT
@a13xu/lucid io.github.a13xu/lucid

Token-efficient memory, code indexing, and validation for Claude Code agents — SQLite + FTS5, TF-IDF + Qdrant retrieval, AST skeleton pruning, diff-aware context, Logic Guardian drift detection

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Search and retrieval (RAG) npm Local 49 a week MIT
@jayarrowz/mcp-arsr io.github.jayarrowz/mcp-arsr

Adaptive Retrieval-Augmented Self-Refinement MCP Server — a closed-loop system that lets LLMs iteratively verify and correct their own claims using uncertainty-guided retrieval.

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Search and retrieval (RAG) npm Local MIT
ctxloom-pro io.github.kodiii/ctxloom-readme.md

ctxloom — The Universal Code Context Engine. A local-first MCP server providing intelligent code context via hybrid Vector + AST + Graph search with token-efficient Skeletonization.

Version check not run yet

Developer tools npm Local 44 a week SEE-LICENSE-IN
light-mem io.github.devestacion/light-mem

Lightweight persistent memory for Claude Code and OpenCode. In-process embeddings, no external services.

Version check not run yet

Memory and context npm Local 44 a week APACHE-2.0

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