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MCP Servers

Model Context Protocol servers - tools, resources, and prompts for Claude and other AI assistants.

Start Better

Pick the workflow before you pick the server.

MCP discovery works better when people begin from a job to be done. Route them into a scene, a curated stack, or a high-signal tag before they start scanning tool cards.

Scenes

Code Write Code

Code review, refactoring, debugging, and language tools

Research Research & Knowledge

RAG, embeddings, docs search, and knowledge agents

Ops Deploy & Automate

CI/CD, infra, ops, and scheduled workflows

Stacks

Code AI Coding Stack

Code faster with repo context, review discipline, and browser-backed verification.

Research Research Stack

Collect, inspect, and synthesize source material without losing the thread.

Ops Founder Ops Stack

Keep decisions, tasks, and recurring automations from scattering across tools.

Tags

#general10066#data-ai3927#development1174#finance870#productivity809#devops-infra805#python552#gcp371
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Popular tags

Showing 24 of 3927 MCP tools

stdiodocker
88 stars

DocSentinel

MCP server for AI agent for cybersecurity: automate assessment of documents, questionnaires & reports. Multi-format parsing, RAG knowledge base,Risks, compliance gaps, remediations.

unknownSynced 3mo ago
12 tools
Active/3mo ago/High signal
data-aidata-ai
stdiodocker
88 stars

Arthor Agent

MCP server for AI agent for cybersecurity: automate assessment of documents, questionnaires & reports. Multi-format parsing, RAG knowledge base,Risks, compliance gaps, remediations.

unknownSynced 3mo ago
12 tools
Active/3mo ago/High signal
data-aidata-ai
stdiodocker
87 stars

Uml Mcp

UML-MCP Server is a UML diagram generation tool based on MCP (Model Context Protocol), which can help users generate various types of UML diagrams through natural language description or directly writing PlantUML and Mermaid and Kroki https://uml-mcp.vercel.app/docs

Verified
github-topic:mcpSynced 3mo ago
21 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpx
87 stars

youtrack-mcp-tonyzorin

Model Context Protocol Server for YouTrack - Multi-platform support (ARM64/Apple Silicon + AMD64) with comprehensive API integration

Install Ready
unknownSynced 3mo ago
Active/4mo ago/High signal
data-aidata-ai
stdiosrc
86 stars

Aivectormemory

aivectormemory 是一款基于 Model Context Protocol (MCP) 开发的OpenClaw、OpenCode、ClaudeCodeAI记忆管理工具。它专门为 Claude、OpenCode、Cursor 和 主流IDE 编程工具设计,通过向量数据库技术解决 AI 在不同对话会话中「健忘」的问题。aivectormemory: A lightweight MCP Server enabling persistent, cross-session memory for AI-powered IDEs via vector search.

unknownSynced 3mo ago
16 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpx
86 stars

Trainingpeaks Mcp

TrainingPeaks MCP server for Claude Desktop, Code and Cowork. No API approval needed - works with any account. Query workouts, CTL/ATL/TSB fitness data, power PRs via natural language.

Install Ready
unknownSynced 3mo ago
69 tools
Active/3mo ago/High signal
data-aidata-ai
stdiosrc
85 stars

Shokunin

職人 Shokunin 62 AI agent skills for OpenCode, Claude Code, Cursor, Windsurf. ChromaDB memory, MCP servers, declarative self-updates. Multi-model, open source, zero cost.

Verified
github-topic:mcp-serverSynced 4mo ago
8 tools
Active/4mo ago/High signal
data-aidata-ai
stdiosrc
85 stars

Typo3 Mcp Server

One MCP endpoint connects your TYPO3 site to Claude, Cursor, n8n, and any AI tool — safely through workspaces.

Verified
github-topic:mcp-serverSynced 3mo ago
1 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpx
85 stars

mcpick

Claude Code extension manager — MCP servers, plugins (skills, hooks, agents), and marketplaces

VerifiedInstall Ready
github-topic:mcpSynced 3mo ago
6 tools
Active/3mo ago/High signal
data-aidata-ai
stdiodocker
84 stars

Mcp Monitor

A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to retrieve real-time system information through an MCP-compatible interface.

unknownSynced 3mo ago
1 tools
Active/3mo ago/High signal
data-aidata-ai
stdiosrc
84 stars

Claude Alloy

14-agent orchestration harness for Claude Code — pure config, no runtime, no wrapper

Verified
github-topic:mcpSynced 4mo ago
25 tools
Active/4mo ago/High signal
data-aidata-ai
stdionpx
84 stars

ls-mcp

List MCP Server configurations in your system used by AI applications like Cursor, Claude Desktop, VS Code and others

VerifiedInstall Ready
github-topic:model-context-protocolSynced 3mo ago
Active/3mo ago/High signal
data-aidata-ai
stdionpm
84 stars

claude-view

10 Claude sessions running. What are they doing? Live dashboard — monitor, cost tracking, search, sub-agent visibility.

VerifiedInstall Ready
github-topic:mcpSynced 3mo ago
28 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpx
84 stars

blatant-why

AI-powered biologics design campaign agent — multi-agent orchestration with BoltzGen, PXDesign, Protenix, and 200+ cloud tools. Antibodies, nanobodies, de novo binders, and beyond.

VerifiedInstall ReadyReviewed
github-seeds:mcp-hotSynced 3mo ago
67 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpx
84 stars

sub-agents-mcp

Define task-specific AI sub-agents in Markdown for any MCP-compatible tool.

VerifiedInstall Ready
github-topic:mcp-serverSynced 3mo ago
2 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpx
83 stars

claude-soul-monorepo

Self-correcting learning engine for Claude Code — persistent identity, behavioral pattern tracking, and cross-session memory

VerifiedInstall Ready
github-topic:mcp-serverSynced 3mo ago
23 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpx
83 stars

open-multi-agent-kit

Provider-neutral multi-agent control plane for coding agents. Route runtimes, scope MCP tools, run DAG workers, verify evidence, and replay agent runs from the omk CLI.

VerifiedInstall Ready
github-topic:model-context-protocolSynced 3mo ago
8 tools
Active/3mo ago/High signal
data-aidata-ai
stdiosrc
83 stars

Enso Os

The first AI plugin that speaks first. Code-enforced learning + active forgetting + PAC (Proactive Accountability Challenge). Works with Claude Code, Gemini CLI, Hermes, OpenClaw.

Verified
agent-topic:ai-agentSynced 3mo ago
21 tools
Active/3mo ago/High signal
data-aidata-ai
stdiodocker
83 stars

Aguara

The open source security engine for AI agent and supply-chain trust.

VerifiedReviewed
github-seeds:mcp-hotSynced 3mo ago
50 tools
Active/3mo ago/High signal
data-aidata-ai
stdiosrc
82 stars

Trvl

Travel MCP server + CLI for AI assistants — flights, hotels, trains, cars, ferries, price alerts. No API keys, single Go binary. 1 smart MCP tool + 66 aliases (98.9% smaller tools/list). Works with Claude, Cursor, Windsurf, Codex.

VerifiedFresh
github-seedsSynced Today
55 tools
Active/1d ago/High signal
data-aidata-ai
stdiosrc
82 stars

End To End Agentic Ai Automation Lab

This repository contains hands-on projects, code examples, and deployment workflows. Explore multi-agent systems, LangChain, LangGraph, AutoGen, CrewAI, RAG, MCP, automation with n8n, and scalable agent deployment using Docker, AWS, and BentoML.

Verified
github-seedsSynced 3mo ago
Active/3mo ago/High signal
data-aidata-aidocker
stdiosrc
82 stars

Windbg Mcp

An MCP (Model Context Protocol) server that turns all pybag Windows debugger functions into native MCP tools. It lets MCP-compatible clients (Claude Desktop, Claude Code, Cowork, OpenAI Codex CLI, Cursor, and custom agents) control user-mode processes, kernel sessions, and crash dump analysis via structured JSON calls.

VerifiedReviewed
github-seeds:mcp-newSynced 3mo ago
56 tools
Active/4mo ago/High signal
data-aidata-ai
stdionpm
82 stars

claude-code-mastery

The most comprehensive free Claude Code course — 16 phases, 55 modules, EN + VI 🚀

VerifiedInstall Ready
github-topic:mcpSynced 3mo ago
6 tools
Active/4mo ago/High signal
data-aidata-ai
stdiodocker
81 stars

Codealive Mcp

The most accurate and comprehensive Context Engine as a service, optimized for large codebases, powered by advanced GraphRAG and accessible via MCP. It enriches the context for AI agents like Codex, Claude Code, Cursor, etc., making them 35% more efficient and up to 84% faster.

Verified
github-topic:mcpSynced 3mo ago
1 tools
Active/3mo ago/High signal
data-aidata-ai
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