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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

stdiosrc
848 stars

jina-mcp

Official Jina AI Remote MCP Server

VerifiedFreshReviewed
github-seeds:mcp-hotSynced 1d ago
42 tools
Active/2d ago/Medium signal
generalgeneral
stdiosrc
846 stars

Server

Core PHP implementation for the Model Context Protocol (MCP) server

unknownSynced 3mo ago
Active/3mo ago/High signal
generalgeneral
stdiosrc
843 stars

Browser Use Mcp Server

Browse the web, directly from Cursor etc.

Verified
mcpSynced 2w ago
3 tools
Active/3w ago/High signal
webweb
stdiosrc
842 stars

Agent Desktop

Native desktop automation CLI for AI agents. Control any application through OS accessibility trees with structured JSON output and deterministic element refs.

Verified
github-topic:mcpSynced 3mo ago
17 tools
Active/3mo ago/High signal
generalgeneral
stdionpm
841 stars

openclaw-nerve

Real-time web cockpit for OpenClaw: voice conversations, agent automated kanban board, workspace/file control, sub-agent sessions, inline charts, and usage visibility.

Verified
agent-topic:ai-agentSynced 2mo ago
1 tools
Active/2mo ago/High signal
productivityproductivity
stdionpm
839 stars

loop-engineering

Practical patterns, starters & CLI tools for loop engineering with AI coding agents. Design systems that prompt and orchestrate agents (inspired by Addy Osmani and Boris Cherny). Includes loop-audit, loop-init, loop-cost.

Verified
github-topic:mcpSynced 2mo ago
2 tools
Active/2mo ago/High signal
generalgeneral
stdiosrc
836 stars

Cheatengine Mcp Bridge

Connect Cursor, Copilot & Claude AI directly to Cheat Engine via MCP. Automate reverse engineering, pointer scanning, and memory analysis using natural language.

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

Cupertino

A local Apple Documentation crawler and MCP server. Written in Swift.

unknownSynced 2mo ago
13 tools
Active/2mo ago/High signal
generalgeneral
stdiodocker
834 stars

Bank Api

The Bank API is a design reference project suitable to bootstrap development for a compliant and modern API.

VerifiedReviewed
github-seeds:mcp-hotSynced 3mo ago
Active/3mo ago/High signal
financefinance
stdiosrc
833 stars

Claude Video Vision

Give Claude the ability to watch and understand videos — Claude Code plugin with frame extraction and multimodal audio analysis

Verified
github-topic:mcp-serverSynced 2mo ago
1 tools
Active/2mo ago/High signal
mediamedia
stdionpm
831 stars

glean

A self-hosted RSS reader and personal knowledge management tool.

VerifiedInstall ReadyReviewed
github-seeds:mcp-hotSynced 3mo ago
8 tools
Active/3mo ago/High signal
productivityproductivity
stdionpx
830 stars

Mcp Nixos

MCP-NixOS - Model Context Protocol Server for NixOS resources

FreshInstall Ready
unknownSynced 4d ago
22 tools
Active/4d ago/High signal
generalgeneral
stdiosrc
826 stars

Ainativelang

AINL helps turn AI from "a smart conversation" into "a structured worker." It is designed for teams building AI workflows that need multiple steps, state and memory, tool use, repeatable execution, validation and control, and lower dependence on long prompt loops. AINL is a compact, graph-canonical, AI-native programming system for (READ: README)

Verified
github-topic:model-context-protocolSynced 2mo ago
19 tools
Active/2mo ago/High signal
data-aidata-ai
stdiodocker
825 stars

Obot

Complete MCP Platform -- Hosting, Registry, Gateway, and Chat Client

Verified
github-topic:mcpSynced 3mo ago
Active/3mo ago/High signal
generalgeneral
stdionpm
824 stars

gemini-skill

gemini drawing MCP & skill through browser, can be used in openclaw or any agent that supports MCP. Gemini画图 MCP和sill,支持龙虾或任何agent使用٩(๑>◡<๑)۶

Verified
github-topic:mcp-serverSynced 2mo ago
32 tools
Active/2mo ago/High signal
generalgeneral
stdiopip
823 stars

Mcp Client For Ollama

Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring all core MCP primitives (tools, prompts, resources), agent mode, multi-server, model switching, streaming responses, human-in-the-loop, thinking mode, model params config, system prompts, and saved preferences.

VerifiedFreshInstall Ready
github-topic:mcpSynced 1d ago
19 tools
Active/1d ago/High signal
data-aidata-ai
stdiosrc
823 stars

Agentscope Runtime

A production-ready runtime framework for agent apps with secure tool sandboxing, Agent-as-a-Service APIs, scalable deployment, full-stack observability, and broad framework compatibility.

Verified
github-topic:mcpSynced 2mo ago
7 tools
Active/2mo ago/High signal
webweb
stdiopip
820 stars

Supabase Mcp Server

Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic migration versioning, access to logs and much more.

Install Ready
unknownSynced 4mo ago
7 tools
Active/4mo ago/High signal
databasedatabase
stdiodocker
815 stars

Heurist Agent Framework

A flexible multi-interface AI agent framework for building agents with reasoning, tool use, memory, deep research, blockchain interaction, MCP, and agents-as-a-service.

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

AITreasureBox

🤖 Automatically collected AI repos, tools, websites, papers & tutorials. 实用AI百宝箱 💎

Verified
github-topic:mcpSynced 3mo ago
1782 tools
Active/3mo ago/High signal
generalgeneral
stdiosrc
809 stars

Android Mcp Server

An MCP server that provides control over Android devices via adb

VerifiedFresh
list:awesome-mcp-servers-wong2Synced 1d ago
52 tools
Active/2d ago/High signal
generalgeneral
stdiosrc
806 stars

Codegraph Rust

100% Rust implementation of code graphRAG with blazing fast AST+FastML parsing, surrealDB backend and advanced agentic code analysis tools through MCP for efficient code agent context management

Verified
agent-discoverySynced 2mo ago
11 tools
Active/2mo ago/High signal
developmentdevelopment
stdiosrc
798 stars

K Dense Byok

An AI co-scientist powered by Scientific Agent Skills running on your desktop.

Verified
github-topic:mcpSynced 3mo ago
1 tools
Active/3mo ago/High signal
generalgeneral
stdiosrc
795 stars

Samples

Agent samples built using the Strands Agents SDK.

Verified
github-topic:mcpSynced 2mo ago
Active/2mo ago/High signal
generalgeneral
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