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Category Find a category Search and retrieval (RAG) 1829 Memory and context 312 Docs and knowledge bases 182 Office documents and spreadsheets 178 Model and agent tools 149 Developer tools 144 Databases 130 Design and media 79 Files and storage 78 Coding agent tools 59

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Web search and scraping 54 Git and code hosting 51 Science and research 50 Communication and chat 40 Finance and payments 38 DevOps and infrastructure 32 Utilities 30 Security 26 Marketing and SEO 21 Monitoring and observability 20 Project management 19 Maps and location 18 Legal and compliance 16 Browser automation 15 Operating system and shell 15 Data warehouses and analytics 15 Cloud platforms 11 E-commerce 10 Calendar and scheduling 8 Government and public records 8 CRM and sales 6 Email 5 Jobs and HR 5 MCP development 5 Religion and spirituality 5 Education 4 Smart home and hardware 3 Food and drink 2 Games and game engines 1 Health and fitness 1

Runs Any On your machine 1576 Remote endpoint 263

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Works in Claude Code 1664 Claude Desktop 1627 Cursor 1664 VS Code 1664 Devin Desktop 1664 Zed 1617 Cline 1664 Continue 1627 Goose 1617 LM Studio 1664 Gemini CLI 1664 Codex 1617 mcp-client-cli 1415 oterm 1664 TUUI 1415 BoltAI 1415 Agenvoy 1617 Amp 1664 AnythingLLM 1664 Augment Code 1627 Bob Shell 1617 ECA 1664 Kiro 1617 Kiro CLI 1617

Servers we write a config for that runs in that client.

Listed in Official MCP Registry 546 npm 914 PyPI 421 Docker 21 Hugging Face Spaces 39

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Package npm 948 PyPI 488 Docker (OCI) 49 NuGet 10 Cargo 65 MCP bundle 30

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Status Any Started in our check 138 Needs credentials to verify 4 Sign-in required (OAuth) 69 Failed to start 50 Not checked yet 30 Package check pending 1500 Not started by our check 32 Address set by you 6

Tools Lists its tools 39

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Licence Any States a licence 1170 No licence stated 659

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Updated Any time Last 7 days Last 30 days Last 90 days Last year

Search and retrieval (RAG)
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github-rag-mcp io.github.liplus-project/github-rag-mcp-mcp-server

MCP server for semantic search of GitHub issues/PRs via Cloudflare Worker

Version check not run yet

Git and code hosting npm Local 40 a week APACHE-2.0
wide-researcher io.github.jaivial/wide-researcher

Qdrant-backed semantic code-search, AST/symbol graph search, and impact-radius diagrams for Claude Code MCP.

Version check not run yet

Developer tools npm Local 40 a week MIT
traqr-memory-mcp io.github.jiggycapital/traqr-oss-memory-mcp

Memory-as-a-service MCP server for AI agents. 12 tools, Postgres + pgvector, multi-strategy retrieval. Works with Claude Code, Cursor, Codex, and any MCP client.

Version check not run yet

Memory and context npm Local 39 a week FSL-1.1-ALV2
@porast1/mcp-cognitive io.github.porast1/mcp-cognitive

Universal MCP server for AI knowledge persistence with Weaviate hybrid search

Version check not run yet

Search and retrieval (RAG) npm Local MIT
Solitaire for Agents io.github.PRDicta/solitaire

Identity infrastructure for AI agents. Evolving persona, session continuity, self-tuning retrieval.

Version check not run yet

DevOps and infrastructure Official MCP Registry Local
remembrallmcp io.github.roboticforce/remembrallmcp

Persistent knowledge memory and code dependency graph for AI agents - Rust, Postgres, pgvector, MCP

Version check not run yet

Developer tools PyPI · crates.io Local MIT
Picsha AI ai.picsha/picsha

AI-native digital asset management: semantic search, generative image edits, and CDN delivery.

100% up · 30 days

Design and media Official MCP Registry · npm Local Remote ISC
SmartMemory ai.smartmemory/smartmemory-mcp

Graph + vector memory for agents: recall, ingest, search, distill. Local or remote backend.

Version check not run yet

Memory and context Official MCP Registry · PyPI Local MIT
graphx io.github.timmikeladze/graphx

Temporal GraphRAG on libSQL/SQLite, Postgres, or DuckDB — typed schema, bitemporal graph, vector + FTS retrieval, a served HTTP API, React Query hooks, and an MCP server

Version check not run yet

Databases npm Local 35 a week MIT
htm io.github.madbomber/htm

HTM (Hierarchical Temporal Memory) provides intelligent memory/context management for LLM-based applications. It implements a two-tier memory system with durable long-term storage (PostgreSQL) and tok

Not checked yet

Memory and context RubyGems MIT
embarsy-qdrant-mcp io.github.arsenyganov-pixel/embarsy-embedder-embarsy-qdrant-mcp

Codebase-indexing MCP server for Embarsy — semantic code search over a local Qdrant + OpenAI-compatible embeddings stack. Routes embeddings and Qdrant through Embarsy's proxy so auth and Monitoring co

Version check not run yet

Search and retrieval (RAG) npm Local 31 a week POLYFORM-STRICT-1.0.0
Webshift io.github.x-hannibal/webshift

Rust MCP server for denoised web search — fetch, clean, and rerank web content for AI agents.

Not checked yet

Web search and scraping Official MCP Registry · crates.io
cortex-rag io.github.ravikantiakshay/cortex

Codebase Intelligence Engine & MCP Server — AST semantic chunking, tri-hybrid retrieval (BM25 + vectors + graph), and grounded LLM synthesis for any repository.

Version check not run yet

Search and retrieval (RAG) npm Local 30 a week MIT
Factcheck io.github.carlisia/mcp-factcheck

An MCP server that validates content against MCP specification using semantic search and AI

Version check not run yet

Search and retrieval (RAG) Official MCP Registry · Go modules Local MIT
@dfine-io-gmbh/semantic-mcp io.github.dfine-io/dfine-semantic-mcp

Semantic code search MCP server: embeds a project into a local SQLite vector store for natural-language queries.

Version check not run yet

Developer tools npm Local 29 a week MIT
agent-illustrator io.github.egyjs/agent-illustrator-mcp-server

Vector illustration engine for LLM agents, served over MCP.

Version check not run yet

Design and media npm Local 29 a week MIT
@kelabome/skillbase io.github.kelabome/skillbase

Find agent skills by meaning, not keywords: local semantic search over shared git skill repos for Claude Code, Codex and OpenCode. An MCP server that keeps any number of skills out of your agent's con

Version check not run yet

Git and code hosting npm Local 28 a week MIT
better-qdrant-mcp-server io.github.wrediam/better-qdrant-mcp-server-5rpvp2

MCP server for enhanced Qdrant vector database functionality

Version check not run yet

Search and retrieval (RAG) npm Local 28 a week MIT
justbetter-mcp io.github.igiamronit/justbetter-mcp

An MCP gateway with dynamic, retrieval-based tool injection.

Version check not run yet

Search and retrieval (RAG) npm Local 28 a week MIT
mnemex io.github.madappgang/mnemex

Seven-layer code memory — benchmarked. AST-aware chunking, symbol graph with PageRank, semantic + BM25 retrieval. Personal, team-shared, offline-first, any embedding or LLM provider. MCP server + CLI.

Version check not run yet

Search and retrieval (RAG) npm Local 28 a week MIT

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