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AI & Agents

Claude MCP Config Switcher

BLTGV

Script to easily switch between Claude MCP server configurations on macOS.

AI & Agents
PA

PDF AI Tools - 15 AI-Powered PDF Tools for Claude Desktop

aiagenticdeveloper

MCP server that connects Claude Desktop to 15 AI-powered PDF tools: summarize PDFs, chat with documents, generate quizzes & flashcards, compress, merge, split, OCR, convert to Word, analyze contracts, optimize resumes, and more. Works with any PDF file on your computer.

AI & Agents
C

ClawSec

clawsec

Security audit platform for AI agent skills (Claude Code, MCP servers). Provides 5-tier analysis: static analysis, pattern matching, LLM semantic review, Firecracker sandbox execution, and LLM final review. Trust Score system for risk assessment.

AI & Agents
YH

Yamaru Hardware Probe

yamaru-eu

Yamaru Hardware Probe gives Claude Desktop and other MCP clients real visibility into your machine. 10 expert tools: full hardware inventory, real-time performance & thermal monitoring, RAM pressure analysis, SMART storage health, antivirus impact diagnostics, and LLM compatibili

AI & Agents

The LlamaCloud-MCP Repository

Ayushbeing

llamacloud-mcp is a cloud computing platform that offers secure and scalable solutions for businesses looking to move to the cloud. It provides easy access to virtual servers and storage options for efficient data management.

AI & Agents
AI

Agent Interviews

thinkchainai

AI & Agents
CW

Cellartracker Wine Cellar MCP

slavins-co

Connect your AI assistant to your CellarTracker wine cellar. Query your inventory, get drinking recommendations, and analyze purchases and drinking history, all through natural conversation. No need to refresh your inventory, or share your tasting notes. The MCP enables AI tools

AI & Agents

linux-mcp

brianmatzelle

mcp server and client for managing a linux server with an LLM agent

AI & Agents

MCP Connector: Integrating AI agent with Data Warehouse in Microsoft Fabric

LazaUK

MCP Client and Server apps to demo integration of Azure OpenAI-based AI agent with a Data Warehouse, exposed through GraphQL in Microsoft Fabric.

AI & Agents

i18n Agent - AI Translation Management via MCP

loking

AI-powered translation management built for AI agents. Automate localization with regional sensitivity and zero TMS overhead. Works with Claude Code, Cursor, VS Code via MCP protocol. Supports JSON, YAML, Markdown, PO files.

AI & Agents
TB

Tradingview Backtest Assistant”

vtlk

exposes a remote MCP endpoint so agents can:

AI & Agents

Collimer

sandcastlelabs

MCP server for Collimer — run a free AI-search visibility scan (ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews) from any agent. npx collimer-mcp

AI & Agents

Tanstack Mcp

gihanrangana

This Model Context Protocol (MCP) server brings the full power of the TanStack CLI directly into your AI assistant (Claude, Cursor, etc.). It enables your AI to search official documentation, discover libraries, fetch guides, and scaffold new projects—all without leaving the chat

AI & Agents

Gemini MCP Server Enhanced v2.5

ivangrynenko

Enhanced MCP server for Google Gemini 2.5 Pro Preview with 16 powerful tools. Compatible with Claude Desktop.

AI & Agents

Knotie AI Pro MCP Server

avijeett007

The Model Context Protocol (MCP) server that enables AI agents like Claude Desktop to interact with the Knotie AI Pro platform for automated customer and voice AI agent management.

AI & Agents

Simple MCP Server & Client Sample (with Gemini Function Calling)

yokoba

Simple MCP Server & Client Sample (with Gemini Function Calling)

AI & Agents

Oi

carhaix

One shared AI setup for your team. Stop losing prompts in chats and docs. Save one shared setup, tailor it for your team, and use it across ChatGPT, Codex, Claude, Figma, and more.

AI & Agents

Kokkai Minutes MCP Agent

egegungordu

A Model Context Protocol (MCP) agent for accessing the Japanese National Diet Library's Kokkai Minutes API | 国会議事録APIにアクセスするためのMCPエージェント

AI & Agents
CO

Credit Optimizer V5

rafsilva85

AI-powered credit optimization for Manus AI. Automatically analyzes each prompt and routes to the cheapest capable model (Standard vs Max, Agent vs Chat mode). Saves 30-75% on Manus credits with zero quality loss. Tested across 53 real-world scenarios. Free and open-source.

AI & Agents
BA

Bmbrick Agent Mosaic Skill

Able-rip

Convert photos to LEGO-style brick mosaic previews with AI-powered color quantization. MCP server for Claude,Cursor, and other AI agents.

AI & Agents

my_ollama_mcp_server

yamamomo2022

pythonによる自分専用のMCPServerリポジトリです.

AI & Agents
MG

Memex - Giving Claude a memory

dioniipereyraa

One searchable memory of your Claude.ai chats and Claude Code sessions, served over MCP. Local-first MCP server that indexes your full Claude.ai history and your Claude Code / terminal sessions, then exposes them to Claude Code (stdio) and to Claude.ai (remote connector). Hybrid

AI & Agents

Mobile Device Mcp

saranshbamania

MCP server that gives AI coding assistants the ability to see and interact with mobile devices. 49 tools for Android/iOS — AI-powered visual analysis (Claude + Gemini), smart tap/type by description, Flutter widget tree inspection, video recording, and test script generation. 4-t

AI & Agents

Antics

antics-gg

An MCP server that lets an AI agent deploy a web game to a playable multiplayer URL — rooms, live state sync, and leaderboards — in one conversation.

AI & Agents

MTG Assistant

0010aor

A Model Context Protocol server that provides Magic: The Gathering card information fetching capabilities using the Scryfall API.

AI & Agents

Omnicall

ColinHughes2121

Omnicall is a keyless, pay-per-call AI gateway for agents and OpenClaw. One OpenAI-compatible endpoint gives access to 248 LLMs (GPT, Claude, Gemini, Grok, DeepSeek, Llama, Qwen, Mistral) plus image, video, voice and music generation, and live crypto, DeFi, markets, web-search an

AI & Agents

ReyxGPT: Minecraft Server Management Agent

ChrisMethsillo

Minecraft server manager using the Model Context Protocol.

AI & Agents

OpenAI Complete MCP Server

aiamblichus

MCP server for OpenAI text completion

AI & Agents

Merlin Energy MCP — BESS Quoting & Sales Intelligence

ugobe007

AI-powered BESS quoting & energy sales intelligence MCP server

AI & Agents
BR

Bastra Recall

n0mad-ai

Persistent memory for any AI assistant — Claude, ChatGPT, Cursor — backed by your local Obsidian vault. One daemon, all your tools.

AI & Agents

Stock Assistant MCP Server

shwetha-sundar

AI & Agents

wwa-mcp — Agent Infrastructure (14 tools, Trust Scores, Handoff Protocol)

vystartasv

14 native MCP tools for AI agent infrastructure — facts, pitfalls, skills, handoff protocols, trust scores, identity verification, SLA validation, compliance-as-code.

AI & Agents

MCP Gemini Server

amitsh06

AI & Agents

Personal Productivity Agent

mwill20

Personal Productivity Agent (Python) for Windows. Automates tasks, provides system info, and uses Google Gemini for intelligent Windows Event Log analysis. Supports interactive CLI and MCP server mode.

AI & Agents

LLM Wrapper MCP Server

matdev83

Allow any MCP-capable LLM agent to communicate with or delegate tasks to any other LLM available through the OpenRouter.ai API.

AI & Agents

Mcp Agent Servers

egor-baranov

AI & Agents

🤖 WhatsApp Agent

SadineniAbhi

This project creates a LangGraph assistant using tool-calling supported by LLM, integrated with a local WhatsApp Mcp server for context-aware message automation.

AI & Agents
OS

Openai Sora2 Mcp

peizhou

MCP API is a Sora2 video watermark removal service based on Model Context Protocol (MCP), enabling seamless integration of Sora2 video watermark removal functionality into workflows of mainstream MCP-compatible tools such as Claude Desktop, OpenAI, Cursor, Dify, n8n, and more. Ge

AI & Agents
M

Memento

veerps57

Memento is a local-first, LLM-agnostic memory layer. It runs an MCP server over a single SQLite file on your machine, so any MCP-capable AI assistant — Claude Desktop, Claude Code, Cursor, GitHub Copilot, Cline, OpenCode, Aider, a custom agent — can read and write durable, struct

AI & Agents

Claude Code + GitHub Actions統合

mokemoke0821

Claude MCP Server Integration & GitHub Actions

AI & Agents

Agent Billy

Agent-Billy

MCP server that gives AI agents and teams secure, role-based access to Stripe billing operations — customer lookups, subscription management, refunds, invoice history; without exposing Stripe dashboard credentials. Sub-100ms reads via local Stripe sync engine. 4 permission levels

AI & Agents

mcp2brave

mcp2everything

一个MCP服务器,基于Brave API让你的Claude Cline以及Langchain实现网络搜索功能。An MCP server that use Brave API allows your Claude Cline and Langchain to implement network search functions.

AI & Agents

LangChain Agent with MCP Servers

esakrissa

LangChain Agent with MCP Servers: Using LangChain MCP Adapters for tool integration.

AI & Agents

Learning with Claude

SongRunqi

Learning repository: conversations and notes from my learning sessions with Claude. And all files are upload by Claude MCP server

AI & Agents

DCL Evaluator

Fronesis-Labs

DCL Evaluator — cryptographic audit trail for AI agents. Powered by Leibniz Layer™

AI & Agents

MCP File Operations Agent

dynstat

A working example of your own agents from the scratch and using it with the mcp servers from scratch

AI & Agents

Building a Watsonx.ai Chatbot Server with MCP in Python

ruslanmv

How to create a professional, production‑ready chatbot server powered by IBM Watsonx.ai and exposed via the Model Context Protocol (MCP) Python SDK.

AI & Agents

gemini-mcp-server

MCP-Mirror

Mirror of

AI & Agents
AA

Agent Arcade MCP

lulzasaur9192

Play Chess, Go 9x9, Trading, Negotiation, Reasoning, Code Challenge, and Text Adventure against other AI agents. Features Elo rankings, leaderboards, badges, and match replays.

AI & Agents
A

Agentpack

ihorponom

Agentpack is a local-first continuity layer for AI coding agents. It stores reviewed task state inside a repo-local .agentpack/ ledger so Codex, Claude Code, Cursor, Claude Desktop, and other MCP clients can resume work without rebuilding context from chat history.

AI & Agents
CM

Cad Mcp Server

mattmohandiss

AI-native CAD inspection, no CAD license required. CAD MCP Server bundles a WebAssembly Open CASCADE kernel so LLM tools can read, measure, and compare STEP files locally. The server returns measured facts; your AI assistant interprets engineering meaning.

AI & Agents

llm-experimentations

mborne

[DOC] Some experimentations with ChatGPT and IGNF APIs (french)

AI & Agents

🤖 AI-Powered Kubernetes Assistant with MCP

bikramjitchawla

mcp-k8's-server

AI & Agents

SurveyMars MCP Server

surveymars

Official SurveyMars Model Context Protocol (MCP) server that enables interaction with SurveyMars APIs. This server allows MCP clients like Claude Desktop, Cursor, Windsurf, OpenAI Agents and others to create, distribute, and analyze surveys.

AI & Agents

Azure AI Agent Service + Azure AI Search MCP Server

pekotidev

AI & Agents

Inistate

Inistate

Inistate is a process platform where AI agents and humans share the same workflow primitives — same forms, same state transitions, same audit trail. Connect any MCP client (Claude, Cursor, Gemini CLI, custom agents) to design modules, run state transitions, query entries, and upl

AI & Agents
YM

Yazio MCP

fliptheweb

An MCP (Model Context Protocol) server that connects Claude/Cursor to your Yazio nutrition data. Track your diet, search food products, and manage your nutrition goals directly from your AI assistant.

AI & Agents

Transcribevideototext Sdk

adiIspas

Transcribevideototext Sdk

AI & Agents

妙问

zhayujie

AI & Agents

Test_mcp_server_chat

pablo-palacios-pi

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.