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Category Find a category Search and retrieval (RAG) 1824 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 Data warehouses and analytics 15 Operating system and shell 14 Cloud platforms 11 E-commerce 10 Government and public records 8 Calendar and scheduling 7 CRM and sales 6 Jobs and HR 5 MCP development 5 Religion and spirituality 5 Email 4 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 1574 Remote endpoint 260

Works in

Works in Claude Code 1660 Claude Desktop 1624 Cursor 1660 VS Code 1660 Devin Desktop 1660 Zed 1613 Cline 1660 Continue 1624 Goose 1613 LM Studio 1660 Gemini CLI 1660 Codex 1613 mcp-client-cli 1414 oterm 1660 TUUI 1414 BoltAI 1414 Agenvoy 1613 Amp 1660 AnythingLLM 1660 Augment Code 1624 Bob Shell 1613 ECA 1660 Kiro 1613 Kiro CLI 1613

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

Listed in Official MCP Registry 541 npm 914 PyPI 421 Docker 21 Hugging Face Spaces 39

Package

Package npm 948 PyPI 487 Docker (OCI) 49 NuGet 10 Cargo 65 MCP bundle 29

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Status Any Started in our check 127 Needs credentials to verify 4 Sign-in required (OAuth) 66 Failed to start 43 Not checked yet 30 Package check pending 1548 Not run in our sandbox 0 Address set by you 6

Tools Lists its tools 39

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Licence Any States a licence 1170 No licence stated 654

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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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cuba-memorys io.github.leandropg19/memorys-237sh8

Persistent memory MCP server (MemoryIndustry) — self-growing knowledge graph that works without MCP sampling, poisoning quarantine, PostgreSQL + pgvector, bitemporal facts, BM25+RRF hybrid search, gra

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Memory and context npm Local 70 a week APACHE-2.0
rag-memory-epf-mcp io.github.bripin123/rag-memory-epf-mcp

Project-local RAG memory MCP server — knowledge graph + multilingual vector + FTS5 in a single SQLite file. Per-project isolation, 38 MCP tools, codepoint-safe chunking (Korean/CJK/emoji).

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Memory and context npm Local 249 a week MIT
@ohos-ports/agentdb io.github.ohos-ports/ohos-ports-3.0.0

Self-learning vector memory for AI agents — single-file .rvf cognitive container with HNSW search, episodic Reflexion memory, causal graph + Cypher, 9 RL algorithms, Thompson Sampling bandit, 41 MCP t

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Search and retrieval (RAG) npm Local 246 a week MIT
membot io.github.evantahler/membot

Versioned context store with hybrid search for AI agents. Stdio + HTTP MCP server and CLI.

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Search and retrieval (RAG) npm Local 245 a week MIT
@orellbuehler/paperless-mcp io.github.orellbuehler/paperless-mcp

Model Context Protocol server for Paperless-ngx: documents, organization, saved views, users, workflows, and optional semantic search.

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Office documents and spreadsheets npm Local 242 a week MIT
@kipachu/omem io.github.kipachu-1/omem

Obsidian-vault-first memory for AI agents: hybrid vector + keyword + graph retrieval over markdown, MCP server, git auto-sync

Version check not run yet

Search and retrieval (RAG) npm Local 241 a week MIT
BuyKing MCP Server io.github.accentist/buyking-mcp

Saleplaza BuyKing MCP: Semantic search for global shopping hot deals (US/JP/KR).

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CRM and sales Official MCP Registry · npm Local 49 a week ISC
SynaBun io.github.danilokhury/synabun

Persistent memory MCP server for Claude Code, Codex and OpenCode, stored locally in SQLite

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Memory and context Official MCP Registry · npm Local 227 a week APACHE-2.0
@yikizi/mcp-local-rag io.github.yikizi/mcp-local-rag

Local RAG MCP Server - Enhanced with hybrid search, memory management, and code file support (fork of shinpr/mcp-local-rag)

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Search and retrieval (RAG) npm Local 2.4k a week MIT
@unblocklabs/qmd io.github.unblocklabs-ai/qmd

Query Markup Documents - Local BM25/vector indexing and retrieval for Unblock Memory

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Search and retrieval (RAG) npm Local 214 a week MIT
rokadoc-mcp-server io.github.yuma-shin/rokadoc-mcp-server

rokadoc MCP Server - Model Context Protocol server for rokadoc RAG service

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Search and retrieval (RAG) npm Local 212 a week MIT
@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

Version check not run yet

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

Version check not run yet

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.

Version check not run yet

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

Version check not run yet

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

Version check not run yet

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.

Version check not run yet

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

Version check not run yet

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

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