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Category Find a category Search and retrieval (RAG) 1575 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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Git and code hosting 46 Web search and scraping 39 Science and research 37 Communication and chat 30 DevOps and infrastructure 28 Finance and payments 25 Utilities 20 Security 20 Marketing and SEO 18 Monitoring and observability 17 Data warehouses and analytics 15 Project management 14 Maps and location 14 Operating system and shell 14 Browser automation 13 Legal and compliance 13 Cloud platforms 11 E-commerce 7 Calendar and scheduling 6 Government and public records 6 CRM and sales 5 MCP development 5 Email 4 Jobs and HR 3 Religion and spirituality 3 Smart home and hardware 2 Games and game engines 1 Education 1 Food and drink 1

Runs Any On your machine 1575 Remote endpoint 40

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Works in Claude Code 1451 Claude Desktop 1444 Cursor 1451 VS Code 1451 Devin Desktop 1451 Zed 1450 Cline 1451 Continue 1444 Goose 1450 LM Studio 1451 Gemini CLI 1451 Codex 1450 mcp-client-cli 1414 oterm 1451 TUUI 1414 BoltAI 1414 Agenvoy 1450 Amp 1451 AnythingLLM 1451 Augment Code 1444 Bob Shell 1450 ECA 1451 Kiro 1450 Kiro CLI 1450

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Listed in Official MCP Registry 339 npm 907 PyPI 418 Docker 21 Hugging Face Spaces 0

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Package npm 947 PyPI 484 Docker (OCI) 41 NuGet 10 Cargo 65 MCP bundle 30

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Status Any Started in our check 19 Needs credentials to verify 0 Sign-in required (OAuth) 15 Failed to start 2 Not checked yet 0 Package check pending 1538 Not run in our sandbox 0 Address set by you 1

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Licence Any States a licence 1142 No licence stated 433

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@msbayindir/rag-chunker io.github.msbayindir/rag-chunker

PDF, Office and Markdown to retrieval-ready chunks — multi-provider (Ollama, Gemini, Claude, OpenAI, OpenRouter, Mistral OCR), works fully local, with contextual retrieval

Version check not run yet

Model and agent tools npm Local 199 a week MIT
bluetang io.github.onyxyno/bluetang

Proxy intelligent entre client LLM et Ollama — RAG + mémoire + client MCP

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Model and agent tools npm Local 190 a week MIT
@iflow-mcp/codefromkarl-contextatlas io.github.codefromkarl/contextatlas

ContextAtlas CLI and MCP server for code retrieval, project memory, and repository intelligence

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Git and code hosting npm Local MIT
codebase-semantic-search io.github.jonathan-dobson/codebase-semantic-search

Local semantic search engine for any codebase. MCP + HTTP + file watcher. Reuses Ollama embeddings + Milvus vector storage.

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Search and retrieval (RAG) npm Local 182 a week MIT
Sap Docs io.github.marianfoo/mcp-sap-docs

Fast MCP server for unified SAP docs search (SAPUI5, CAP, OpenUI5, wdi5) with BM25 full-text search

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Docs and knowledge bases Official MCP Registry Local
@fridaplatform-stk/figma2frida-mcp io.github.fridaplatform/figma2frida_mcp

Figma to Frida MCP Server - Bridge between Figma Desktop MCP and design system components with Pinecone search

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Design and media npm Local MIT
rag-rat io.github.cq27-dev/rag-rat

Repository intelligence, code graph, history, papertrail, and cross-agent memory for coding agents.

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Memory and context Official MCP Registry · crates.io Local
@gergelyszerovay/qmd io.github.tobi/qmd-qm13bj

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 3 a week MIT
@iflow-mcp/imphillip-gbrain-openclaw io.github.imphillip/gbrain-openclaw

Personal knowledge brain for OpenClaw — SQLite + FTS5 + vector embeddings, MCP-native

Version check not run yet

Search and retrieval (RAG) npm Local MIT
Deepcontext ai.wild-card/deepcontext

Advanced codebase indexing and semantic search MCP server

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Developer tools Official MCP Registry · npm Local 41 a week APACHE-2.0
@hanzo/mcp io.github.hanzoai/mcp-3z6t3e

Hanzo MCP Server - Unified tool surface with AI, cloud control, vector search, and multi-framework UI

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Search and retrieval (RAG) npm Local 153 a week MIT
@ndokutovich/arca io.github.ndokutovich/arca

Keep the raw transcript. A local-first vault for coding-agent history — transcripts verbatim in git, indexed for hybrid search, served over MCP.

Version check not run yet

Git and code hosting npm Local 144 a week MIT
intellinode io.github.intelligentnode/intellinode

JavaScript AI SDK for OpenAI, Claude, Gemini and Vertex AI: chatbots, AI agents, RAG with vector databases, tool calling, MCP, image and speech.

Version check not run yet

Search and retrieval (RAG) npm Local 144 a week APACHE
@dreb/semantic-search io.github.aebrer/dreb-semantic-search

Semantic codebase search engine with embedding-based ranking and MCP server

Version check not run yet

Search and retrieval (RAG) npm Local 138 a week MIT
memory-lancedb-mcp io.github.shipeng174-avatar/memory-lancedb-mcp

LanceDB long-term memory MCP server with SiliconFlow/OpenAI-compatible embeddings.

Version check not run yet

Search and retrieval (RAG) npm Local 136 a week MIT
@emdzej/ragclaw-mcp io.github.emdzej/ragclaw-mcp

MCP server for RagClaw - exposes RAG tools to Codex, Claude, OpenCode

Version check not run yet

Search and retrieval (RAG) npm Local MIT
cairn-index io.github.mrsirg97-rgb/cairn

Local hybrid index (FTS5 + vector embeddings + AST graph) over a single sqlite file. Curate, ingest, retrieve.

Version check not run yet

Search and retrieval (RAG) npm Local 127 a week MIT
ko-qmd io.github.tak-bro/ko-qmd

Local hybrid search for Korean Markdown notes and Obsidian vaults — BM25 with Korean particle stripping, Hangul bigram FTS, Qwen3 vector search and LLM reranking, as CLI, MCP server and SDK

Version check not run yet

Search and retrieval (RAG) npm Local 118 a week MIT
@solapi/mcp-server io.github.solapi/solapi-mcp-server

MCP server for SOLAPI document search and integration

Version check not run yet

Office documents and spreadsheets npm Local 117 a week MIT
@yiong/mcp-chinese-rag-toolkit io.github.yiongq/mcp-chinese-rag-toolkit

Reusable MCP server + Chinese RAG pipeline toolkit (factory + Tool builder + error envelope + eval framework) for building internal and third-party MCP servers in TypeScript.

Version check not run yet

Search and retrieval (RAG) npm Local 117 a week MIT

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