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

Showing 24 of 10067 MCP tools

stdiosrc
1,508 stars

Npcpy

The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.

VerifiedReviewed
github-seeds:mcp-hotSynced 2mo ago
5 tools
Active/4d ago/High signal
generalgeneralpython
stdionpx
1,487 stars

Code Mode

🔌 Plug-and-play library to enable agents to call MCP and UTCP tools via code execution.

VerifiedInstall Ready
github-topic:model-context-protocolSynced 3mo ago
2 tools
Active/3mo ago/High signal
generalgeneral
stdionpx
1,464 stars

rulesync

A Utility CLI for AI Coding Agents

Verified
github-topic:mcpSynced 2mo ago
34 tools
Active/3d ago/Medium signal
generalgeneral
stdionpx
1,462 stars

PrismerCloud

Prismer Cloud

VerifiedInstall Ready
github-topic:mcpSynced 3mo ago
11 tools
Active/3mo ago/Medium signal
generalgeneral
stdionpx
1,457 stars

@brave/brave-search-mcp-server

Brave Search MCP Server: web results, images, videos, rich results, AI summaries, and more.

Install Ready
unknownSynced 2w ago
15 tools
Active/4d ago/High signal
generalgeneral
stdiosrc
1,447 stars

IMCP

A macOS app that provides an MCP server to your Messages, Contacts, Reminders and more

unknownSynced 3mo ago
Active/3mo ago/High signal
generalgeneral
stdiodocker
1,438 stars

Data Api Builder

Data API builder provides modern REST, GraphQL endpoints and MCP tools to your Azure Databases and on-prem stores.

Verified
github-seedsSynced 3mo ago
5 tools
Active/3mo ago/High signal
generalgeneralazure
stdiodocker
1,437 stars

Webclaw

Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API, and MCP server.

unknownSynced 3mo ago
38 tools
Active/3mo ago/High signal
generalgeneral
stdionpx
1,436 stars

Mcp Server Qdrant

An official Qdrant Model Context Protocol (MCP) server implementation

Install Ready
unknownSynced 3mo ago
6 tools
Active/3mo ago/High signal
generalgeneral
stdionpx
1,430 stars

@arabold/docs-mcp-server

Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Tools

VerifiedInstall Ready
github-topic:mcpSynced 3mo ago
1 tools
Active/3mo ago/High signal
generalgeneral
stdionpx
1,409 stars

Elevenlabs Mcp

The official ElevenLabs MCP server

VerifiedInstall Ready
list:awesome-mcp-servers-wong2Synced 3mo ago
Active/3mo ago/Medium signal
generalgeneral
stdionpx
1,394 stars

Mysql_mcp_server

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

Install Ready
unknownSynced 1w ago
19 tools
Active/1d ago/High signal
generalgeneralmysql
stdiosrc
1,322 stars

Codedb

Zig code intelligence server and MCP toolset for AI agents. Fast tree, outline, symbol, search, read, edit, deps, snapshot, and remote GitHub repo queries.

Verified
github-topic:mcpSynced 3mo ago
40 tools
Active/3mo ago/High signal
generalgeneral
stdionpx
1,314 stars

@kimsungwhee/apple-docs-mcp

MCP server for Apple Developer Documentation - Search iOS/macOS/SwiftUI/UIKit docs, WWDC videos, Swift/Objective-C APIs & code examples in Claude, Cursor & AI assistants

Install Ready
unknownSynced 3mo ago
21 tools
Active/3mo ago/High signal
generalgeneral
stdionpx
1,302 stars

sourcey

Precision documentation from OpenAPI, MCP, Doxygen, and Markdown guides. Static HTML you own.

VerifiedInstall Ready
github-topic:mcp-serverSynced 3mo ago
7 tools
Active/3mo ago/High signal
generalgeneral
stdiosrc
1,298 stars

Ros Mcp Server

Connect AI models like Claude & GPT with robots using MCP and ROS.

unknownSynced 3mo ago
Active/3mo ago/High signal
generalgeneral
stdionpx
1,296 stars

mcp-adapter

An MCP adapter that bridges the Abilities API to the Model Context Protocol, enabling MCP clients to discover and invoke WordPress plugin, theme, and core abilities programmatically.

Install Ready
unknownSynced 3mo ago
Active/3mo ago/High signal
generalgeneral
stdionpx
1,286 stars

Jupyter Mcp Server

🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.

Install Ready
unknownSynced 1w ago
49 tools
Active/1d ago/High signal
generalgeneral
stdiosrc
1,285 stars

Chunkhound

Local first codebase intelligence

Verified
github-topic:mcp-serverSynced 3mo ago
5 tools
Active/3mo ago/Medium signal
generalgeneral
stdiosrc
1,284 stars

Tools

A set of tools that gives agents powerful capabilities.

Verified
github-topic:mcpSynced 2mo ago
153 tools
Active/4d ago/High signal
generalgeneral
stdiodocker
1,280 stars

aider-desk

Platform for AI-powered software engineers

unknownSynced 3mo ago
Active/3mo ago/High signal
generalgeneral
stdiosrc
1,276 stars

Heym

Build AI workflows by prompt or visual canvas. Heym is source-available and self-hosted, with agents, RAG, MCP, HITL, observability, evals, token cost tracking and more.

Verified
github-topic:mcpSynced 2mo ago
22 tools
Active/Today/High signal
generalgeneral
stdionpx
1,260 stars

mcp-searxng

Private web search for AI assistants via SearXNG — supports Claude, Cursor, and any MCP client

Install Ready
unknownSynced 1w ago
42 tools
Active/1d ago/High signal
generalgeneral
stdiosrc
1,256 stars

MCPJungle

One place to manage & connect to all your MCP servers

unknownSynced 1w ago
Active/1w ago/High signal
generalgeneral
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