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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

#general10061#data-ai3928#development1173#finance871#productivity809#devops-infra807#python551#gcp371
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Popular tags

Showing 24 of 19235 MCP tools

stdionpx
1,115 stars

Figma Mcp Go

Figma MCP for free users — no rate limits, full read/write, text to designs, designs to code

VerifiedInstall Ready
list:awesome-mcp-servers-punkpeyeSynced 3mo ago
83 tools
Active/3mo ago/High signal
designdesign
stdiodocker
1,112 stars

Zen

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

VerifiedReviewed
github-seeds:mcp-hotSynced 2mo ago
Active/2mo ago/High signal
generalgeneral
stdionpx
1,105 stars

cloudbase-ai-toolkit

Backend for AI coding agents on CloudBase — database, auth, functions via Plugin, Skills & MCP.

VerifiedFreshInstall Ready
github-topic:mcpSynced 2d ago
11 tools
Active/2d ago/High signal
databasedatabase
stdiodocker
1,102 stars

ThClaws

Open-source AI agent harness in native Rust — GUI, CLI, headless, and webapp from one binary. Multi-provider, MCP, skills, plugins, agent teams.

Verified
agent-topic:ai-agentSynced 3mo ago
1 tools
Active/3mo ago/High signal
data-aidata-aiaws
stdiodocker
1,078 stars

Vet

Protect against malicious open source packages 🤖

unknownSynced 3mo ago
Active/3mo ago/High signal
generalgeneral
stdiosrc
1,075 stars

Moai Adk

SPEC-First Agentic Development Kit for Claude Code — 24 AI agents + 52 skills with TDD/DDD quality gates, 16-language projects, 4-language docs. Go CLI, zero deps.

Verified
agent-topic:ai-agentSynced 3mo ago
109 tools
Active/3mo ago/High signal
data-aidata-ai
stdiosrc
1,075 stars

Flock

A desktop multi-agent harness built with Rust, Tauri, and React, powered by langgraph-rust.

Verified
github-topic:mcpSynced 2mo ago
10 tools
Active/3mo ago/High signal
data-aidata-ai
stdiosrc
1,061 stars

MassGen

🚀 MassGen is an open-source multi-agent scaling system that runs in your terminal, autonomously orchestrating frontier models and agents to collaborate, reason, and produce high-quality results. | Join us on Discord: discord.massgen.ai

Verified
github-topic:model-context-protocolSynced 2mo ago
5 tools
Active/2mo ago/High signal
data-aidata-ai
stdionpx
1,057 stars

fetcher-mcp

MCP server for fetch web page content using Playwright headless browser.

Install Ready
unknownSynced 3mo ago
Active/3mo ago/High signal
generalgeneral
stdionpx
1,054 stars

mongodb-mcp-server

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

Install Ready
unknownSynced 3mo ago
11 tools
Active/3mo ago/High signal
generalgeneralmongodb
stdiodocker
1,051 stars

Pixelle MCP

An Open-Source Multimodal AIGC Solution based on ComfyUI + MCP + LLM https://pixelle.ai

unknownSynced 2mo ago
Active/2mo ago/High signal
generalgeneral
stdionpx
1,049 stars

rednote-mcp

🚀MCP server for accessing RedNote(XiaoHongShu, xhs).

Install Ready
unknownSynced 4mo ago
Active/4mo ago/High signal
generalgeneral
stdiosrc
1,047 stars

Minima

On-premises conversational RAG with configurable containers

unknownSynced 2mo ago
Active/3mo ago/High signal
generalgeneral
stdionpm
1,047 stars

mirobody-chart-renderer

Your Data, Your AI — Health, Finance & More. Open Source, Privacy-First.

VerifiedInstall Ready
github-topic:mcp-serverSynced 3mo ago
1 tools
Active/3mo ago/High signal
generalgeneral
stdiosrc
1,046 stars

Ios Simulator Skill

An IOS Simulator Skill for ClaudeCode. Use it to optimise Claude's ability to build, run and interact with your apps. I mainly use it as an xcodebuild wrapper to save context.

Verified
github-topic:mcpSynced 3mo ago
3 tools
Active/3mo ago/High signal
generalgeneral
stdionpm
1,045 stars

jan-app

Local AI app and inference engine for agents. Run open-weight LLMs locally — private, 100% offline on your computer.

Verified
github-topic:mcpSynced 2mo ago
1 tools
Active/2mo ago/High signal
data-aidata-ai
stdiosrc
1,043 stars

Openinference

OpenTelemetry Instrumentation for AI Observability

Verified
github-topic:mcpSynced 2mo ago
5 tools
Active/2mo ago/High signal
devops-infradevops-infra
stdiodocker
1,037 stars

Testzeus Hercules

Hercules is the world’s first open-source testing agent, enabling UI, API, Security, Accessibility, and Visual validations – all without code or maintenance. Automate testing effortlessly and let Hercules handle the heavy lifting! ⚡

Verified
agent-topic:autogenSynced 3mo ago
Active/3mo ago/High signal
generalgeneral
stdiodocker
1,035 stars

openops

The batteries-included, No-Code FinOps automation platform, with the AI you trust.

Verified
github-seedsSynced 3mo ago
Active/3mo ago/High signal
generalgeneral
stdiodocker
1,031 stars

octo-web

Web & desktop (Electron) client for the OCTO open workplace — one React + TypeScript codebase shipping browser and PC surfaces, with first-class AI agent UX.

Verified
agent-topic:ai-agentSynced 2mo ago
3 tools
Active/6d ago/High signal
data-aidata-aitypescript
stdiosrc
1,030 stars

mcp-server-chatsum

Query and Summarize your chat messages.

unknownSynced 1mo ago
3 tools
Active/2mo ago/Medium signal
generalgeneral
stdionpx
1,025 stars

@negokaz/excel-mcp-server

A Model Context Protocol (MCP) server that reads and writes MS Excel data

VerifiedFreshInstall Ready
mcpSynced 1d ago
Active/3d ago/High signal
generalgeneral
stdionpm
1,025 stars

openloomi-monorepo

OpenLoomi is an open-source AI coworker and workspace for builders who want local-first work memory around their AI agents

Verified
github-topic:mcpSynced 2mo ago
1 tools
Active/5d ago/High signal
developmentdevelopment
stdionpm
1,015 stars

@reactuses/reactuses-monorepo

115+ production-ready React Hooks for sensors, UI, state & browser APIs. Tree-shakable, SSR-safe, TypeScript-first. Used by Shopee, PDD & Ctrip. Inspired by VueUse.

Verified
list:awesome-mcp-servers-punkpeyeSynced 2mo ago
Active/3mo ago/High signal
developmentdevelopmenttypescript
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