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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
281 stars

Phd Skills

PhD Research Skills for Claude Code: paper reproduction, experiment design, paper review, result comparison and more.

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

ClaudeR

Connect RStudio to Claude Code, Codex, Gemini, and other LLM agents via MCP. Multi-agent orchestration, automated manuscript auditing, and zero-config setup with uvx

VerifiedInstall Ready
github-topic:model-context-protocolSynced 3mo ago
1 tools
Active/3mo ago/High signal
data-aidata-ai
stdiodocker
276 stars

@mcpware/claude-code-organizer

Dashboard to manage Claude Code memories, configs, and MCP servers — security scanner for tool poisoning, context token budget tracker, duplicate cleanup, scope management. npx @mcpware/claude-code-organizer

Verified
github-seedsSynced 5mo ago
12 tools
Active/5mo ago/High signal
data-aidata-ai
stdiosrc
274 stars

Agentlas OS

Agent OS: keep specialist agents in a hub, spin up a temporary orchestrator per task. Local-first, works with any model.

Verified
github-topic:mcpSynced 2mo ago
17 tools
Active/2mo ago/High signal
data-aidata-ai
stdiosrc
274 stars

Tokless

A unified CLI to install and update token-saving plugins — RTK, Caveman, CodeGraph, and Context-Mode — for Claude Code, OpenCode, Codex, and Antigravity. Minimal setup. Any OS.

Verified
github-topic:mcpSynced 2mo ago
3 tools
Active/1w ago/High signal
data-aidata-ai
stdiodocker
269 stars

Nullsec S1

Security-native LLM system for AI-generated application security.

Verified
github-topic:mcpSynced 3mo ago
35 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpm
267 stars

codexbridge

WeChat-to-Codex bridge for running Codex app-server from chat, with threads, slash commands, approvals, agents, automation, uploads, and assistant records.

VerifiedInstall Ready
agent-topic:ai-agentSynced 3mo ago
Active/3mo ago/High signal
data-aidata-ai
stdiosrc
266 stars

Harnessclaw Engine

An LLM programming assistant engine built with Go, supporting WebSocket, multi-turn dialogues, tool calling, permission control, and skill extension.

Verified
agent-topic:ai-agentSynced 2mo ago
1 tools
Active/2mo ago/High signal
data-aidata-ai
stdionpx
265 stars

@hannesrudolph/mcp-ragdocs

An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context.

Install Ready
unknownSynced 3mo ago
2 tools
Active/4mo ago/High signal
data-aidata-ai
stdionpm
265 stars

heyclaude

HeyClaude is a curated registry and distribution surface for Claude and AI-workflow assets: agents, MCP servers, skills, commands, hooks, rules, guides, tools, jobs, Raycast feeds, static data exports, and an npm MCP package.

VerifiedInstall Ready
mcpSynced 3mo ago
11 tools
Active/3mo ago/High signal
data-aidata-ai
stdiosrc
255 stars

Mcp Servers Nix

A Nix-based configuration framework for Model Control Protocol (MCP) servers with ready-to-use packages.

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

Claude Code AI Design

Claude Design Anthropic Tool Download April 2026 Figma to Code AI Agent Research Preview Claude Code CLI Integration React 19 Tailwind v4 Support Model Context Protocol MCP Server Setup Design Systems Automation UI UX Prototyping Next.js Component Generation Best Developer Tools 2026 Free Tutorial

VerifiedReviewed
github-seeds:mcp-newSynced 4mo ago
6 tools
Active/4mo ago/High signal
data-aidata-ai
stdiosrc
254 stars

QuickDesk

QuickDesk is the first AI-native remote desktop — an open-source, free application with a built-in MCP (Model Context Protocol) Server that lets any AI agent see and control remote computers.

unknownSynced 3mo ago
11 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpx
252 stars

opentag

Open-source, channel-native agent gateway for Slack. Route team threads to Claude Code, Codex, OpenCode, Docker, HTTP agents, and custom CLIs with policy, approvals, memory, audit logs, and artifacts.

Verified
github-topic:mcpSynced 2mo ago
Active/2mo ago/High signal
data-aidata-aidocker
stdionpm
251 stars

@vurb/dev

TypeScript framework for building production MCP servers. Fluent tool API, FSM gating, presenters, semantic routing, cache hints, Zod validation. Model-View-Agent architecture for the Model Context Protocol.

Install Ready
unknownSynced 4mo ago
16 tools
Active/4mo ago/High signal
data-aidata-aitypescript
stdiosrc
245 stars

arcrift-setup

Persistent local memory layer for AI. ArcRift uses a extension and a native MCP server to sync context and decisions from your browser chats (Claude, ChatGPT, DeepSeek) straight to your local IDE agents (Cursor, Claude Code, Windsurf) powered by a local SQLite knowledge graph.

Verified
github-topic:mcpSynced 1mo ago
43 tools
Active/1mo ago/High signal
data-aidata-ai
stdiosrc
245 stars

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 the Agentic Era, allowing you to replace rigid, hard-coded workflows with a dynamic transparent Context Engine that provides 100% transparency.

Verified
github-topic:model-context-protocolSynced 3mo ago
6 tools
Active/3mo ago/High signal
data-aidata-ai
stdiodocker
243 stars

ContribAI

Autonomous AI agent that contributes to open source — discovers repos, analyzes code, generates fixes, and submits PRs

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

Ai Code Interface.El

Unified Emacs interface supporting OpenAI Codex, GitHub Copilot CLI, Claude Code, Gemini CLI, Opencode, and more

Verified
github-topic:mcp-serverSynced 3mo ago
Active/3mo ago/High signal
data-aidata-ai
stdiopip
236 stars

Xiyan_mcp_server

A Model Context Protocol (MCP) server that enables natural language queries to databases

Install Ready
unknownSynced 3mo ago
6 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpm
232 stars

stagereview

A viewer for reviewing local code changes in small individual chapters. Works with any AI agent.

Verified
agent-discoverySynced 3mo ago
1 tools
Active/3mo ago/High signal
data-aidata-ai
stdiosrc
232 stars

StatsPAI

StatsPAI is the first agent-native Python platform for causal inference and applied econometrics — unified API, broad cross-method coverage, structured result objects, machine-readable schemas, and R/Stata parity validation.

Verified
github-topic:mcpSynced 3mo ago
40 tools
Active/3mo ago/High signal
data-aidata-aipython
stdiosrc
230 stars

Mcp 1c

MCP server for 1С:Enterprise — AI assistant sees your configuration and generates accurate BSL code. One binary, zero dependencies, 11 tools.

Verified
github-seedsSynced 1w ago
22 tools
Active/4d ago/High signal
data-aidata-ai
stdionpm
228 stars

mcp-dock

MCP Server & Config Manager for 14 AI Clients — Cursor, VS Code, Claude Code, Gemini CLI, Windsurf, Zed, TRAE, Kiro, JetBrains & more. 8500+ servers, 4400+ skills.

VerifiedFreshInstall Ready
github-topic:model-context-protocolSynced 3d ago
4 tools
Active/4d ago/High signal
data-aidata-ai
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