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Category Find a category Search and retrieval (RAG) 1793 Memory and context 311 Docs and knowledge bases 181 Office documents and spreadsheets 173 Model and agent tools 147 Developer tools 142 Databases 127 Files and storage 77 Design and media 75 Coding agent tools 58

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Runs Any On your machine 1546 Remote endpoint 249

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Listed in Official MCP Registry 509 npm 914 PyPI 421 Docker 21 Hugging Face Spaces 39

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Licence Any States a licence 1170 No licence stated 623

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Search and retrieval (RAG)
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Serena MCP: the IDE for your agent io.github.oraios/serena

A powerful toolkit for coding, providing semantic retrieval and editing capabilities.

Version check not run yet

Developer tools Official MCP Registry · GitHub MCP Registry · PyPI Local MIT
@tobilu/qmd io.github.tobi/qmd-rv8dss

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 43k a week MIT
PageIndex MCP io.github.VectifyAI/pageindex-mcp

Reasoning-based RAG system for chatting with long PDFs. Supports local and online files.

Version check not run yet

Files and storage Official MCP Registry Local
Local Rag io.github.shinpr/mcp-local-rag

Easy-to-setup local RAG server with minimal configuration

Version check not run yet

Search and retrieval (RAG) Official MCP Registry · npm Local 2.1k a week MIT
Engrava ai.sovantica/engrava

MindQL queries, hybrid search, and a thought graph - read/write memory for AI agents.

Version check not run yet

Memory and context Official MCP Registry · PyPI Local MIT
Ragmetric io.github.MukundaKatta/ragmetric-mcp

RAG retrieval IR metrics: recall@k, hit@k, MRR, NDCG@k, evaluate_batch.

Version check not run yet

Search and retrieval (RAG) Official MCP Registry · npm Local MIT-OR-APACHE-2.0
Qdrant Memory io.github.cnkang/qdrant-memory

Persistent scoped Qdrant memory for agents, through four explicit stdio MCP tools.

Version check not run yet

Memory and context Official MCP Registry · PyPI Local MIT
Distillery io.github.norrietaylor/distillery-mcp

Knowledge base for Claude Code with semantic search, feed intelligence, and teams

Version check not run yet

Docs and knowledge bases Official MCP Registry · PyPI Local Remote APACHE-2.0
MCPProxy io.github.smart-mcp-proxy/mcpproxy-go

Local-first MCP proxy with BM25 tool discovery, security scanning, quarantine & ~99% token savings

Not checked yet

Model and agent tools Official MCP Registry · Go modules MIT
Docdex io.github.bekirdag/docdex

Fast per-repo documentation indexer and full-text search MCP server for codebases.

Version check not run yet

Developer tools Official MCP Registry · npm Remote 565 a week MIT
Socraticode io.github.giancarloerra/socraticode

MCP server for enterprise local codebase indexing, semantic search, and code dependency graphs.

Version check not run yet

Developer tools Official MCP Registry · npm Local 1.8k a week AGPL-3.0-ONLY
Sverklo io.github.sverklo/sverklo

Local-first MCP code intelligence: 37 tools — hybrid search, blast-radius, diff review, memory.

Version check not run yet

Developer tools Official MCP Registry · npm Local 111 a week MIT
Maguyva ai.maguyva/maguyva

Code intelligence for coding agents: semantic, AST, graph, and full-text search. 279+ languages.

100% up · 30 days

Developer tools Official MCP Registry · npm Remote MIT
Forge ai.voxell/forge

MCP server for Forge, Voxell's embedding API. Voxell's Ingot-8B-R3 ranks #1 for English on MTEB.

Version check not run yet

Search and retrieval (RAG) Official MCP Registry · npm Local MIT
Openai io.github.AceDataCloud/mcp-openai

MCP server for OpenAI API (chat completions, image generation, embeddings) via AceDataCloud

100% up · 30 days

Model and agent tools Official MCP Registry · PyPI Local Remote MIT
Project Memory io.github.Dankaro-projects/project-memory

Local decisions, evidence, outcomes and reviewed lessons with bounded retrieval and an HTML viewer.

Version check not run yet

Memory and context Official MCP Registry · PyPI Local MIT
Knolo io.github.HiveForensics-AI/knolo

Verified, local-first retrieval over pinned Knolo Knowledge Images.

Version check not run yet

Design and media Official MCP Registry · npm Local APACHE-2.0
Dense Knowledge io.github.Lucky44k/dense-knowledge-mcp

Local-first MCP memory server for persistent LLM knowledge with BM25 retrieval.

Version check not run yet

Search and retrieval (RAG) Official MCP Registry · PyPI Local MIT
Marm io.github.Lyellr88/marm-mcp-server

Universal MCP Server with advanced AI memory capabilities and semantic search.

Version check not run yet

Memory and context Official MCP Registry · PyPI Local APACHE-2.0
Graph-Mem io.github.Sathvik-1007/graphmem-mcp

Persistent knowledge-graph memory for AI agents, with local semantic search. No API keys.

Version check not run yet

Memory and context Official MCP Registry · PyPI Local MIT