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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

#general10067#data-ai3926#development1174#finance870#productivity809#devops-infra805#python552#gcp371
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Popular tags

Showing 24 of 3926 MCP tools

stdiosrc
27 stars

TandemKit

Planner/Generator/Evaluator orchestration harness for Claude Code (and Codex)

Verified
agent-topic:ai-agentSynced 3mo ago
4 tools
Active/3mo ago/High signal
data-aidata-ai
stdiosrc
27 stars

Pronounce

🔊 Pronounce developer jargon out loud. 540+ entries (kubectl, GIF, JSON, JWT, …), sourced with confidence levels. Bash CLI + interactive quiz + voice search + MCP server + Claude Code skill.

Verified
github-topic:mcp-serverSynced 3mo ago
14 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpm
27 stars

slidev-preview

🛰️ Agent Teams reinvented for collaborative coding supporting Claude Code and Codex, with full code transparency

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

N8n Claude Skills

Production Claude Code skills for n8n from a Verified Creator's 100+ workflows

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

aibolit-mcp-server

MCP Server for Aibolit Java Static Analyzer: Helping Your AI Agent Identify Hotspots for Refactoring

Install Ready
unknownSynced 3mo ago
Active/3mo ago/High signal
data-aidata-ai
stdionpx
26 stars

hatch3r

Open-source CLI + editor plugin (Claude Code, Cursor, GitHub Copilot): one command installs 29 agents, 53 skills, 67 rules, 30 commands, 7 hooks & MCP integrations into any repo. Audited each release across 24 governance domains.

VerifiedInstall Ready
github-topic:mcpSynced 2w ago
11 tools
Active/1mo ago/High signal
data-aidata-ai
stdiosrc
26 stars

Beatos

Local-first beat library for music producers. MCP server (Claude Code / Claude Desktop) for AI-driven cataloging, tagging, and multi-platform publishing.

Verified
github-topic:claude-mcpSynced 3mo ago
2 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpm
26 stars

@ptah-extension/source

Provider-agnostic AI orchestration for VS Code. Intelligent workspace analysis, Code Execution MCP server, and project-adaptive multi-agent workflows — all natively integrated into VS Code.

VerifiedInstall Ready
github-topic:mcpSynced 3mo ago
Active/3mo ago/High signal
data-aidata-ai
stdiosrc
26 stars

Nano Claude Code

七天从零实现一个Claude Code。 Complete a Claude code from scratch in seven days.

Verified
agent-topic:ai-agentSynced 3mo ago
Active/3mo ago/High signal
data-aidata-ai
stdiosrc
26 stars

MCP Mastery With Claude And Langchain

Build MCP servers & clients with Python, Streamlit, ChromaDB, LangChain, LangGraph agents, and Ollama integrations

Verified
github-topic:mcpSynced 3mo ago
Active/4mo ago/High signal
data-aidata-aipython
stdiosrc
26 stars

After Effects Mcp

Agent-driven Adobe After Effects automation. MCP server + CEP plugin enabling Codex/Cursor/Claude Code to drive AE through 30 ae.* tools.

Verified
github-topic:model-context-protocolSynced 2mo ago
29 tools
Active/2mo ago/High signal
data-aidata-ai
stdionpx
26 stars

Godot Agent

Godot AI agent CLI, Skill, and MCP server with structured JSON/schema output — headless scene/script/export automation plus live runtime control.

VerifiedInstall Ready
github-topic:mcpSynced 2mo ago
15 tools
Active/2mo ago/High signal
data-aidata-ai
stdiosrc
26 stars

Totally Integrated Claude

A Claude Code plugin for Siemens TIA Portal engineering automation.

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

nexo-brain

NEXO Brain — Shared brain for AI agents. Persistent memory, semantic RAG, natural forgetting, metacognitive guard, trust scoring, 150+ MCP tools. Works with Claude Code, Codex, Claude Desktop & any MCP client. 100% local, open source, free.

Install Ready
unknownSynced 3mo ago
64 tools
Active/3mo ago/High signal
data-aidata-ai
stdiodocker
25 stars

valkey-ai-tasks

MCP server for task management with Valkey persistence

unknownSynced 3mo ago
Stale/7mo ago/Medium signal
data-aidata-ai
stdiodocker
25 stars

strada-brain

AI-powered autonomous coding agent for Unity/Strada.Core — PAOR agent loop, 40+ tools, RAG over C# codebases, persistent HNSW memory, multi-channel (Web/Telegram/Discord/Slack/WhatsApp), 24/7 daemon mode, multi-agent orchestration, and SOUL.md personality system.

Verified
github-topic:mcpSynced 3mo ago
164 tools
Active/3mo ago/High signal
data-aidata-ai
stdiosrc
25 stars

Cc Connect

Peer-to-peer chat substrate that lets multiple Claude Code instances share the same context.

Verified
github-topic:mcpSynced 3mo ago
23 tools
Active/4mo ago/High signal
data-aidata-ai
stdionpx
25 stars

@dkships/pm-copilot

MCP server that triangulates customer support tickets and feature requests to help PMs decide what to build next

Install Ready
unknownSynced 3mo ago
28 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpx
25 stars

@touchskyer/logex

Turn Claude Code session transcripts into blog-style articles — narrative, not logs

VerifiedInstall Ready
agent-topic:ai-agentSynced 3mo ago
4 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpx
25 stars

@houtini/gemini-mcp

Google Gemini MCP - Use Google's visual, video and chat capabilities in your AI Assistant. Uses MCP Apps to preview created images, landing pages, SVGs and video

VerifiedInstall Ready
smitherySynced 3mo ago
38 tools
Active/3mo ago/High signal
data-aidata-aigcp
stdionpm
25 stars

@santoshray02/csv-editor

Stateful CSV editing MCP server for AI assistants — sessions, undo/redo, auto-save, and 39 pandas-powered tools. Works with Claude, ChatGPT, Cursor, Windsurf, Claude Code, and any MCP-compatible client. Built on FastMCP 3

Install Ready
unknownSynced 3mo ago
7 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpx
25 stars

grok-build-x-search-mcp

Grok Build plugin for Claude Code, Grok, Codex, Cursor and others. Provides /grok:search, /grok:review, /grok:rescue commands + grok_search MCP tool for live X/web search.

VerifiedInstall Ready
github-topic:mcpSynced 1mo ago
6 tools
Active/1mo ago/High signal
data-aidata-ai
stdionpx
25 stars

@muggleai/works

Your AI coding agent writes code fast — we make sure the web product actually works. Paste a URL, the agent clicks through signup/checkout/dashboards like a real user, reports failures with screenshots. Currently web only. Works with Claude Code, Cursor, Codex, Windsurf.

VerifiedInstall Ready
github-topic:mcpSynced 3mo ago
51 tools
Active/3mo ago/High signal
data-aidata-ai
stdiosrc
25 stars

Set Core

Autonomous multi-change orchestration for Claude Code — spec in, merged features out. Sentinel supervisor, parallel worktrees, developer memory, and more.

Verified
github-topic:mcpSynced 3mo ago
15 tools
Active/4mo ago/High signal
data-aidata-ai
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