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SS

Sylex Search

MastadoonPrime

Universal search index for AI agents. Search 11,000+ software tools, packages, and services across npm, PyPI, crates.io, GitHub, Wikidata, and SaaS. 6 MCP tools: discover, details, compare, categories, alternatives, feedback. Zero LLM calls, millisecond responses.

AI & Agents
AM

Agent Memory

tverney

AI & Agents

🤔 Thoughtful Claude - DeepSeek R1 Reasoning Server

martinbowling

MCP server that enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced reasoning engine 🤔

AI & Agents

MCP Knowledge Base

gmogmzGithub

A lightweight knowledge base assistant using MCP with LLM integration. Features a streamlined server-client architecture combining custom tools with a knowledge base, all accessible via SSE transport. Ideal for building simple AI-powered knowledge assistants.

AI & Agents

🧠 AutoGen-Compatible Multi-Agent Research POC with Ollama + BraveSearch

chin3

This project is a proof of concept for running a local-first multi-agent system using: 🤖 Local LLMs via Ollama 🧩 Simple function/tool-call detection using <tool_call>... 🔍 Brave Search API or optional Brave MCP plugin server 🧠 Two collaborating agents: Searcher and Synthesize

AI & Agents

🚀 MCP-Launchpad: Your AI-Agent Server Hub

LNDMN

🚀 MCP-Launchpad: Your one-stop hub for easily deployable MCP servers! 🐳 Dockerized & AI-agent ready. Launch powerful tools for your AI in minutes. ✨

AI & Agents

mcd-demo

jspoelstra

Testing creation of simple MCP servers and integrating with LangChain agent

AI & Agents

NameDropped

bu6r34p3r

Monitor whether ChatGPT, Claude, and Perplexity recommend your product. Track AI visibility scores across LLMs, get actionable recommendations, and

AI & Agents

mcp_server_ibmcloud

ccmitchellusa

MCP server which provides IBM Cloud as a tool for use by LLM's, eg. via Anthopic Claude Desktop or map-cli (open source).

AI & Agents

Chatbot MCP

AndersonHqds

A simple client and server mcp

AI & Agents
O

Openeye

dumbspacecookie

Persistent memory + visual session tracking + RL trajectory capture for AR/XR/mobile procedure verification. Bring your own vision model (Claude, GPT-4o, Ollama).

AI & Agents

Agent.AI MCP Server

dschwartzAI

AI & Agents

Claude MCP Get

PWereh

A comprehensive toolkit for installing and configuring Model Context Protocol (MCP) servers on Windows systems

AI & Agents
C

Crabcut

realcrabcut

Turn YouTube videos into short clips — from Claude, Cursor, or any AI assistant that supports MCP.

AI & Agents

Careerproof

dontellu77

Career and workforce intelligence built on a deep HR ontology — skill taxonomies, role definitions and responsibilities, compensation and incentive structures, learning and development pathways, sourcing strategies, and role/skill evolution mapping. This structured foundation, co

AI & Agents

Claude Orchestration MCP Server

claude-did-this

MCP server for orchestrating multiple Claude Code sessions

AI & Agents

Cloud Ai Wallet

browtastic

MCP server for AI agent research — captures LLM reasoning, model identity, and feedback via schema injection

AI & Agents

ACP-MCP-Server

GongRzhe

A bridge server that connects Agent Communication Protocol (ACP) agents with Model Context Protocol (MCP) clients, enabling seamless integration between ACP-based AI agents and MCP-compatible tools like Claude Desktop.

AI & Agents

MCP Manager for Claude Desktop

zueai-mcp

simple web ui to manage mcp (model context protocol) servers in the claude app

AI & Agents
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Penni

CWhittemore1010

AI bookkeeper for small businesses. Connect QuickBooks and Xero to Claude Desktop. Check balances, P&L reports, invoices, create expenses, send invoices — all via conversation.

AI & Agents

MCP Lab

rperezll

Laboratorio personal con MCP en TypeScript: MCP Server, MCP Client, Claude Desktop y OpenAI API

AI & Agents

mcp-agent-tool-adapter

serkanyasr

Transforms MCP tools into collaborative, reasoning agents using modern agent frameworks.

AI & Agents

Spring Boot MCP Server

ansis-m

AI & Agents

Promptpilot Mcp

doctorm333

Generate images, video, and audio directly in Claude Code, Cursor, Windsurf, or any MCP-compatible AI agent.

AI & Agents
ZP

Zerotrusted.ai Pii Detection

www-zerotrusted-ai

A PII detection Agent which helps you detect PII entities in a given prompt.

AI & Agents

MySQL MCP Server

affannahmed

AI & Agents

MCP Server for Ollama

vincentf305

MCP server for connecting Claude Desktop to Ollama LLM server

AI & Agents

Gemini Context MCP Server

MCP-Mirror

Mirror of

AI & Agents

Perplexity Ask OpenRouter

elct9620

The Perplexity Ask MCP Server use OpenRouter

AI & Agents

MCP pour OpenAI et Claude

Spysailor

Implementation of OpenAI MCP Server

AI & Agents

MCP Servers - OpenAI and Flux Integration

MCP-Mirror

Mirror of

AI & Agents

🤖 AI Development Assistant MCP Server

BranchManager69

MCP server with custom tools designed specifically for DegenDuel

AI & Agents
AA

AI Agent with Architectural Memory

davidangularme

Gives any AI coding agent persistent codebase understanding. 5 tools: analyze impact (FREE), generate tests and code (PRO, 40x fewer tokens). Works with Cursor, Claude Code, VS Code, Windsurf, Cline, JetBrains.

AI & Agents
ZP

Zen7 Payment Agent

Zen7-Labs

Zen7 Payment Agent is the first practical implementation of DePA (Decentralized Payment Agent), pioneering the next generation of intelligent payment infrastructure. It not only fully implements the core functionalities of DePA but also successfully deploys innovative application

AI & Agents
MB

Mcp Browser Agent

yubao2000

让 AI Agent(Claude/ChatGPT/Codex)像人一样操作浏览器。36个工具:截图、点击、填表、提取、PDF导出、签页管理、Cookie持久化、批量自动化。开源免费,npm 全局安装即用。

AI & Agents

Openai Mcp Server

voronkovm

MCP server for OpenAI protocol

AI & Agents

GitHub Agentic Chat MCP Server

akhidasTech

An MCP server implementation for GitHub agentic chat using Go

AI & Agents

Awesome-Claude-MCP-Servers-List

boyso

We're creating a directory site for discovering MCP servers, along with sharing 100 ways to master Claude Code, MCP, and creative uses of computers.

AI & Agents

Gelbooru Mcp

citronlegacy

A Python MCP server that wraps the Gelbooru API. Connect it to any MCP-compatible client (Claude Desktop, Cursor, etc.) to search posts, look up tags, and generate Stable Diffusion prompts from real character appearance data — all directly from your AI assistant.

AI & Agents
M

MCPcalc

robrighter

300+ calculators for AI agents via the Model Context Protocol. MCPCalc is a hosted MCP server that gives AI agents (Claude, ChatGPT, and others) access to a comprehensive library of calculators spanning finance, math, health, construction, engineering, food, automotive, and more

AI & Agents

Hyperstore

deficlow

Search and inspect 6,500+ curated AI apps from the HyperStore directory via 8 MCP tools, 3 resources, and 3 prompts. Read-only, no auth required. Works with Claude, ChatGPT, Cursor, Windsurf, Cline, Zed, Gemini.

AI & Agents
HM

Hardcover Mcp

kristianedlund

hardcover-mcp connects your Hardcover library to AI assistants like Claude and Copilot. Search for books, update your reading status, manage lists, explore series — all through natural conversation instead of clicking through menus.

AI & Agents

Gemini Terminal Agent

Nghiauet

create agent with mcp server

AI & Agents
AD

Agent Dispatch

ginkida

Let Claude Code agents delegate tasks to agents in other project directories, with parallel dispatch, sessions and async jobs.

AI & Agents

🤖 MCP Server — Agent X (Powered by Gemini Flash + Twitter API)

karmveershubham

AI AGENT BUILT WITH MCP SERVER

AI & Agents
AM

Aop Mcp Server — Agent Executable Compliance Documentation

jeremytuite

MCP server for agent-executable compliance documentation. Browse, assess, and implement Colorado AI Act (SB 24-205) deployer requirements directly from your AI agent. Tools: protocol listing, schema retrieval, compliance gap assessment, deployer classification.

AI & Agents
AE

Agent Exchange

gtdfg6wgg8-ui

Pay-per-call x402 data APIs for AI agents, exposed over MCP. Multi-source web search (Hacker News + GitHub + Stack Overflow + Wikipedia in one call), multi-chain on-chain reads (balance, gas, tx across Base/Ethereum/Optimism/Arbitrum/Polygon), token rug-check, live DEX data, and

AI & Agents
J(

Jerome7 (Shipping fitness agent)

odominguez7

7 minutes a day. An act of love. Jerome7 is an AI-powered fitness accountability system with 6 MCP tools: daily session generation, streak tracking, smart nudges, pod matching, and more. Works autonomously inside Claude Desktop, OpenClaw, ZeroClaw, or any MCP compatible agent. Fr

AI & Agents
ML

mermaid-live-mcp - From prompt to diagram in seconds

iishyfishyy

An MCP server that generates live Mermaid diagrams from any AI assistant. Claude, Cursor, and more.

AI & Agents

Agent Ready

mlava

AI agent readability scanner — score any public URL against the Vercel Agent Readability Spec, llmstxt.org, and 6 agent-protocol manifests (MCP, A2A, agents.json, agent-permissions, UCP, x402). 59 checks with per-check fix guidance. Same engine as agent-ready.dev.

AI & Agents

Gemini Image Mcp Server

rocksun

AI & Agents
LC

Le Chat Ai Mcp Server

rocnubie

AI & Agents

Codepic

abelce

CodePic MCP lets your AI agent (Cursor, Claude Desktop) create editable hand-drawn diagrams directly in CodePic — instead of static images or Mermaid text you paste manually. It returns a link that opens in the editor, where you can move shapes, edit labels, share a read-only lin

AI & Agents

Google A2A Agent Example

system32miro

Example implementation of the Google A2A protocol with a Flask server and Python client. Includes web search integration via MCP

AI & Agents

🛍️ MCP - MCP for Commerce Platforms - Universal E-commerce Customer Support Assistant

slavpilus

MCP for Commerce Platforms

AI & Agents

Cloudgate Builder Mcp Server

cloudgatedevs

Build, deploy, and manage production-ready APIs and workflow automations directly from your AI assistant. Cloudgate Builder lets Claude, ChatGPT, Cursor, and other MCP clients create workflows, publish REST APIs, manage integrations, and deploy instantly using secure OAuth authen

AI & Agents

Soldefi Mcp

thomenz

An MCP (Model Context Protocol) server that gives AI agents paid access to Solana DeFi risk intelligence

AI & Agents
AD

Agent Device

callstackincubator

Discovery router for the agent-device CLI with status, install, help, prompts, and resources.

AI & Agents

agent-hive-mcp

kelvinyuefanli

The hive mind for AI agents — a shared knowledge graph where AI agents contribute, verify, and consume technical knowledge

AI & Agents

Claude MCP Configuration

carloslluberes

Working MCP server configurations for Claude - 16 servers functional

AI & Agents

Frequently asked questions

Common questions about MCP servers, tools, and integrations

1

What is an MCP server?

An MCP server is a program built on the Model Context Protocol that wraps a tool, data source, or API — like file access, a database, or web search — into a capability an AI assistant can discover and call.

2

How do I install an MCP server?

Every server's detail page includes ready-to-paste config snippets for Claude Desktop, Cursor, VS Code, and other common clients — most installs take just a couple of minutes.

3

Are MCP servers free to use?

Most servers listed here are free and open source. Some wrap third-party APIs (cloud services, paid data providers, etc.) that require your own API key or subscription.

4

What is the difference between local and remote MCP servers?

A local MCP server runs on your device and usually connects over stdio, giving you more direct control over data but requiring a runtime and installation. A remote MCP server is hosted by a provider and connects over HTTP, making setup easier while adding network and provider availability dependencies.

5

Which AI clients can connect to MCP servers?

Claude Desktop, Claude Code, Cursor, VS Code, Codex, and other AI clients that support the Model Context Protocol can connect to MCP servers. Configuration formats and supported transports vary by client.

6

How can I evaluate whether an MCP server is safe and reliable?

Review the source repository, maintenance activity, dependencies, requested permissions, and data-handling documentation before installation, and prefer official or trusted maintainers. Use least-privilege credentials for sensitive access such as files, databases, shells, and production systems.