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Category Find a category Search and retrieval (RAG) 1822 Memory and context 312 Docs and knowledge bases 182 Office documents and spreadsheets 177 Model and agent tools 149 Developer tools 143 Databases 130 Design and media 79 Files and storage 78 Coding agent tools 59

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Listed in Official MCP Registry 539 npm 914 PyPI 421 Docker 21 Hugging Face Spaces 39

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Licence Any States a licence 1170 No licence stated 652

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Search and retrieval (RAG)
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@ggui-ai/mcp-apps-react io.github.ggui-ai/ggui-mcp-apps-react

React host helper for MCP Apps — components and hooks for embedding agent-generated UIs in web apps.

Version check not run yet

Search and retrieval (RAG) npm Local 1.3k a week APACHE-2.0
Offprint io.github.dpetrou-continua/offprint

Clean Markdown extraction, 1200 DPI vector SVGs, and multi-modal capsules for agents.

0% up · 30 days

Office documents and spreadsheets Official MCP Registry · npm Remote 10 a week MIT
Congressional Documents io.github.pipeworx-io/congressional-documents

Congressional Documents — full-text search and retrieval over the official record of Congress…

100% up · 30 days

Office documents and spreadsheets Official MCP Registry · npm Local Remote 10 a week MIT
Ferc Elibrary io.github.pipeworx-io/ferc-elibrary

FERC eLibrary MCP — the Federal Energy Regulatory Commission's public docket and document search…

100% up · 30 days

Office documents and spreadsheets Official MCP Registry · npm Local Remote 10 a week MIT
Data io.github.vdappdev2/data

MCP server for Verus on-chain data retrieval, decryption, signing, and verification

Version check not run yet

Search and retrieval (RAG) Official MCP Registry · npm Local 10 a week MIT
@iflow-mcp/everart-forge-mcp io.github.modelcontextprotocol/servers-0kj73v

Advanced EverArt MCP server for generating and converting both vector (SVG) and raster images with flexible storage options

Version check not run yet

Design and media npm Local MIT
Jitapi io.github.nk3750/jitapi

Turn any OpenAPI spec into an executable agent interface using graphs and semantic search.

Version check not run yet

Developer tools Official MCP Registry Local
Embedding Search io.github.lazymac2x/embedding-search

Cloudflare Workers MCP server: embedding-search

100% up · 30 days

Search and retrieval (RAG) Official MCP Registry · npm Remote 9 a week MIT
Voidfeed io.github.voidfeedai-ops/voidfeed-mcp

Knowledge API for AI agents — content, agent directory, model benchmarks, semantic search.

Version check not run yet

Search and retrieval (RAG) Official MCP Registry · npm Local 9 a week MIT
Engram Cc io.github.Morous-Dev/engram-cc

Universal AI coding assistant memory — session handoff, SLM compression, and semantic retrieval.

Version check not run yet

Coding agent tools Official MCP Registry · npm Local 29 a week AGPL-3.0-ONLY
Doctree io.github.joesaby/doctree-mcp

BM25 search + tree navigation over markdown docs for AI agents. No embeddings, no LLM calls.

Version check not run yet

Search and retrieval (RAG) Official MCP Registry · npm Local 44 a week MIT
@jaylfc/qmd io.github.tobi/qmd-yd09j1

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

Version check not run yet

Search and retrieval (RAG) npm Local 18 a week MIT
raglite-toolkit io.github.creatorpiyush/raglite

Build semantic search, multi-provider question answering, and REST APIs over your documents in a few lines of TypeScript.

Version check not run yet

Office documents and spreadsheets npm Local 877 a week MIT
qmd-engine io.github.picassio/qmd-1

Hybrid search for markdown with BM25, vector search, and local or remote LLM reranking

Version check not run yet

Search and retrieval (RAG) npm Local 869 a week MIT
Apple com.apple-rag/mcp-server

Apple developer docs and WWDC transcripts with RAG retrieval and Jev relevance ranking.

100% up · 30 days

Search and retrieval (RAG) Official MCP Registry · npm Remote 3 a week MIT
@ggui-ai/mcp-apps-react-native io.github.ggui-ai/ggui-mcp-apps-react-native

React Native host helper for MCP Apps — components and hooks for embedding agent-generated UIs in mobile apps.

Version check not run yet

Search and retrieval (RAG) npm Local 816 a week APACHE-2.0
Fusionpact Vectordb io.github.atul-fusionpact/fusionpact-vectordb

Hybrid vector + reasoning retrieval, agent memory, multi-agent orchestration, MCP server, and RAG.

Version check not run yet

Model and agent tools Official MCP Registry · npm Local 26 a week APACHE-2.0
grepmax io.github.reowens/grepmax

Semantic code search for coding agents. Local embeddings, call graph tracing, compact code context.

Version check not run yet

Search and retrieval (RAG) npm Local 799 a week APACHE-2.0
Memforge Memory io.github.volsier/memforge-memory

Team engineering memory for AI coding assistants. 47 MCP tools, pgvector semantic search.

Version check not run yet

Coding agent tools Official MCP Registry · npm Local 8 a week MIT
codesift-mcp io.github.greglas75/codesift

MCP server for code intelligence — 146 tools for symbol search, call graph, semantic search, route tracing, community detection, LSP bridge, secret detection, conversation search, and Hono framework i

Version check not run yet

Developer tools npm Local 709 a week BSL-1.1

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