MCP directory

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582 MCP servers — install commands + config snippets + live GitHub stats. Browse anonymously, or sign in to like, install, and tune your For You feed.

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Tags #ai 190 #claude 108 #llm 98 #ai-agents 78 #agent 65 #claude-code 50 #agentic-ai 47 #community 43 #agents 41 #ai-agent 40 #automation 39 #anthropic 39 #cursor 35 #cli 33 #mcp-client 30 #ai-tools 28

mindsdb Discovered Data 39.2k

mindsdb

AI Data Vault - A query engine for AI Agents to securely query data from any datasource

uvx mindsdb

Discuss
Mintplex-Labs Discovered Data 60.0k

anything-llm

The all-in-one AI productivity accelerator. On device and privacy first with no annoying setup or configuration.

npx -y anything-llm

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netdata Discovered Data 78.8k

netdata

The fastest path to AI-powered full stack observability, even for lean teams.

# See README at the repo for install instructions

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Snailclimb Discovered Data 155.6k

JavaGuide

Java 面试 & 后端通用面试指南，覆盖计算机基础、数据库、分布式、高并发、系统设计与 AI 应用开发

# See README at the repo for install instructions

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mtwn105 Discovered Data 151

decipher-research-agent

Turn topics, links, and files into AI-generated research notebooks — summarize, explore, and ask anything.

npx -y decipher-research-agent

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yoloshii Discovered Data 164

ClawMem

On-device memory layer for AI agents. Claude Code, Hermes and OpenClaw. Hooks + MCP server + hybrid RAG search.

npx -y clawmem

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furey Discovered Data 201

mongodb-lens

🍃🔎 MongoDB Lens: Full Featured MCP Server for MongoDB Databases

npx -y mongodb-lens

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varun29ankuS Discovered Data 211

shodh-memory

Cognitive memory for AI agents — learns from use, forgets what's irrelevant, strengthens what matters. Single binary, fully offline.

cargo install shodh-memory

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sachitrafa Discovered Data 218

YourMemory

Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.

uvx yourmemory

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Denis2054 Discovered Data 231

Context-Engineering-for-Multi-Agent-Systems

Save thousands of lines of code by building universal, domain-agnostic Multi-Agent Systems (MAS) through high-level semantic orchestration. This repository provides a production-ready blueprint for th

# See README at the repo for install instructions

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wenb1n-dev Discovered Data 244

mysql_mcp_server_pro

Model Context Protocol (MCP) server that supports secure interaction with MySQL databases and has anomaly analysis capabilities.更加牛逼！更加好用！不仅止于mysql的增删改查功能；还包含了数据库异常分析能力；且便于开发者们进行个性化的工具扩展

uvx mysql_mcp_server_pro

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aayoawoyemi Discovered Data 300

Ori-Mnemos

Local-first persistent agentic memory powered by Recursive Memory Harness (RMH). Open source must win.

npx -y ori-mnemos

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erikdarlingdata Discovered Data 375

PerformanceMonitor

Free, open-source SQL Server performance monitoring — 32 collectors, real-time alerts, graphical plan viewer, MCP server for AI analysis. Supports SQL 2016-2025, Azure SQL, AWS RDS.

# See README at the repo for install instructions

Discuss
alexander-zuev Discovered Data 820

supabase-mcp-server

Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic migration versioning, access to logs and much more.

uvx supabase-mcp-server

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dmayboroda Discovered Data 1.0k

minima

On-premises conversational RAG with configurable containers

uvx minima

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designcomputer Discovered Data 1.3k

mysql_mcp_server

A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases

uvx mysql_mcp_server

Discuss
Shy2593666979 Discovered Data 713

AgentChat

AgentChat 是一个基于 LLM 的智能体交流平台，内置默认 Agent 并支持用户自定义 Agent。通过多轮对话和任务协作，Agent 可以理解并协助完成复杂任务。项目集成 LangChain、Function Call、MCP 协议、RAG、Memory、HITL、Skill、Milvus 和 ElasticSearch 等技术，实现高效的知识检索与工具调用，使用 FastAPI 构建

uvx agentchat

Discuss
orneryd Discovered Data 729

NornicDB

Nornicdb is a distributed low-latency, Graph+Vector, Temporal MVCC with all sub-ms HNSW search, graph traversal, and writes. Using Neo4j Bolt/Cypher and qdrant's gRPC means you can switch with no chan

go install github.com/.../nornicdb@latest

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christopherkarani Discovered Data 732

Wax

Single-file memory layer for AI agents, sub mili-second RAG on Apple Silicon. Metal Optimized On-Device. No Server. No API. One File. Pure Swift

# See README at the repo for install instructions

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SoftInstigate Discovered Data 875

restheart

The Agent-Ready Backend for MongoDB.

# See README at the repo for install instructions

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lucasastorian Discovered Data 889

llmwiki

Open Source Implementation of Karpathy's LLM Wiki. Upload documents, connect your Claude account via MCP, and have it write your wiki !

uvx llmwiki

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mongodb-js Discovered Data 1.0k

mongodb-mcp-server

A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.

npx -y mongodb-mcp-server

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Dataojitori Discovered Data 1.1k

nocturne_memory

A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. Empower your AI with persistent, graph-like structured memory across any model, s

uvx nocturne_memory

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sheshbabu Discovered Data 1.1k

zen

Selfhosted notes app. Single golang binary, notes stored as markdown within SQLite, full-text search, very low resource usage

npx -y zen

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chunkhound Discovered Data 1.3k

chunkhound

Local first codebase intelligence

uvx chunkhound

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BlackSnufkin Discovered Data 1.4k

LitterBox

A self-hosted sandbox for red teams to test payloads against modern detection before deployment. MCP integration lets an LLM agent drive analysis end to end.

# See README at the repo for install instructions

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timescale Discovered Data 1.7k

pg-aiguide

MCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools generate better PostgreSQL code.

uvx pg-aiguide

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doobidoo Discovered Data 1.8k

mcp-memory-service

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

uvx mcp-memory-service

Discuss
crbnos Discovered Data 2.1k

carbon

Carbon is an open source ERP, MES and QMS for manufacturing. Perfect for complex assembly, contract manufacturing, and configure to order manufacturing.

npx -y carbon

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DeusData Discovered Data 2.3k

codebase-memory-mcp

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 155 languages, sub-ms queries, 99% fewer tokens. Single static binary

# See README at the repo for install instructions

Discuss

mindsdb

anything-llm

netdata

JavaGuide

decipher-research-agent

ClawMem

mongodb-lens

shodh-memory

YourMemory

Context-Engineering-for-Multi-Agent-Systems

mysql_mcp_server_pro

Ori-Mnemos

PerformanceMonitor

supabase-mcp-server

minima

mysql_mcp_server

AgentChat

NornicDB

Wax

restheart

llmwiki

mongodb-mcp-server

nocturne_memory

zen

chunkhound

LitterBox

pg-aiguide

mcp-memory-service

carbon

codebase-memory-mcp