Testing MCPs

12,346 MCP servers found

W

web-eval-agent

by refreshdotdev

โญ 1.2k๐Ÿด 108
Python

An MCP server that autonomously evaluates web applications.

development toolsautomation+1 more
Apache
A

antigravity-workspace-template

by study8677

โญ 1.2k๐Ÿด 245
Python

Workspace template + MCP server for Claude Code, Codex CLI, Cursor & Windsurf. Multi-agent knowledge engine (ag-refresh / ag-ask) that turns any codebase into a queryable AI assistant.

machine learningcommunication+8 more
MIT
R

rocketride-server

by rocketride-org

โญ 2.0k๐Ÿด 139
C++

High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent orchestration, all from your IDE. Includes VS Code extension, TypeScript/Python SDKs, and Docker deployment.

development toolscommunication+5 more
MIT
A

A2V

by Devin-AXIS

โญ 1.2k๐Ÿด 153
TypeScript

A2V: Next-Gen AI Value Compute Protocol.

machine learningcommunication+6 more
C

claude-peers-mcp

by louislva

โญ 2.0k๐Ÿด 247
TypeScript

Allow all your Claude Codes to message each other ad-hoc!

machine learningdatabase+6 more
MIT
A

aso-skills

by Eronred

โญ 1.2k๐Ÿด 81
Shell

AI agent skills for App Store Optimization (ASO) and app marketing. Built for indie developers, app marketers, and growth teams who want Cursor, Claude Code, or any Agent Skills-compatible AI assistant to help with keyword research, metadata optimization, competitor analysis, and app growth.

machine learningcommunication+7 more
MIT
M

minutes

by silverstein

โญ 1.2k๐Ÿด 121
Rust

Every meeting, every idea, every voice note โ€” searchable by your AI. Open-source, privacy-first conversation memory layer.

machine learningcommunication+12 more
MIT
O

opennews-mcp

by 6551Team

โญ 1.2k๐Ÿด 129
Python

News Aggregation ยท AI Ratings ยท Trading Signals ยท Real-time Updates

machine learningcommunication+6 more
MIT
M

MCP-Salesforce

by smn2gnt

โญ 176๐Ÿด 52
Python

Interact with Salesforce Data and Metadata

machine learningfile management+5 more
MIT
M

mcp_agent_mail

by Dicklesworthstone

โญ 1.9k๐Ÿด 197
Python

Asynchronous coordination layer for AI coding agents: identities, inboxes, searchable threads, and advisory file leases over FastMCP + Git + SQLite

machine learningcommunication+10 more
Other
I

inspector

by MCPJam

โญ 1.9k๐Ÿด 225
TypeScript

Development platform to debug, chat, inspect, and evaluate MCP servers, MCP apps, and ChatGPT apps.

development toolsautomation+2 more
Other
M

mcpb

by modelcontextprotocol

โญ 1.9k๐Ÿด 184
TypeScript

Desktop Extensions: One-click local MCP server installation in desktop apps

machine learningfile management+2 more
Other
O

OB1

by NateBJones-Projects

โญ 2.7k๐Ÿด 510
TypeScript

Open Brain โ€” The infrastructure layer for your thinking. One database, one AI gateway, one chat channel โ€” any AI plugs in. No middleware, no SaaS.

machine learningcommunication+11 more
Other
A

ai-dev-tools-zoomcamp

by DataTalksClub

โญ 1.1k๐Ÿด 178
JavaScript

AI Dev Tools Zoomcamp is a free course that helps you use AI tools to write better code, faster. We're starting the first cohort of this course on November 18, 2025! Sign up here to join us ๐Ÿ‘‡๐Ÿผ

machine learningcommunication+7 more
X

xcodebuild

by ShenghaiWang

โญ 83๐Ÿด 8
Python

๐ŸŽ Build iOS Xcode workspace/project and feed back errors to llm.

machine learningfile management+1 more
MIT
L

lean-ctx

by yvgude

โญ 1.1k๐Ÿด 114
Rust

The Context OS for AI Development. Reduce token waste in Cursor, Claude Code, Copilot, Windsurf, Codex, Gemini & more by 60โ€“95% (up to 99% on cached reads) Shell Hook + MCP Server ยท 49 tools ยท 10 read modes ยท 90+ patterns ยท Single Rust binary

machine learningcommunication+4 more
Apache
R

rulesync

by dyoshikawa

โญ 1.1k๐Ÿด 108
TypeScript

A Utility CLI for AI Coding Agents

file managementweb services+4 more
MIT
H

ha-mcp

by homeassistant-ai

โญ 2.7k๐Ÿด 103
Python

The Unofficial and Awesome Home Assistant MCP Server

communicationfile management+9 more
MIT
C

codesight

by Houseofmvps

โญ 1.0k๐Ÿด 99
TypeScript

Universal AI context generator. Saves thousands of tokens per conversation in Claude Code, Cursor, Copilot, Codex, and more.

machine learningcommunication+11 more
W

webclaw

by 0xMassi

โญ 1.0k๐Ÿด 118
Rust

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

communicationfile management+8 more
AGPL-3
N

nocturne_memory

by Dataojitori

โญ 1.0k๐Ÿด 126
Python

A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. Empower your AI with persistent, graph-like structured memory across any model, session, or tool. Drop-in replacement for OpenClaw.

machine learningcommunication+7 more
MIT
L

LangAlpha

by ginlix-ai

โญ 1.0k๐Ÿด 149
Python

Claude Code for Finance

machine learningcommunication+12 more
Apache
S

server

by php-mcp

โญ 835๐Ÿด 64
PHP

mcp/server)** (PHP) - Core PHP implementation for the Model Context Protocol (MCP) server

development toolsmachine learning+10 more
MIT
Y

youtube-mcp-server

by ZubeidHendricks

โญ 508๐Ÿด 109
TypeScript

Comprehensive YouTube API integration for video management, Shorts creation, and analytics.

web servicesmedia+4 more
Showing 145 to 168 of 12,346 results