MCP Servers

This project provides a simple yet powerful OCR (Optical Character Recognition) service through a FastMCP server, leveraging the capabilities of the Google Gemini API. It allows you to extract text from images either by providing a file path or a base64 encoded string.

🌟 Claude MCP: Enhance Your Experience with Claude.ai 🌟

emmapoderoso

Browser extension to enable MCP in claude.ai

Diagnoses token waste in Claude Code sessions. Detects 6 types of statistical anomalies with severity scoring. Fully local — parses ~/.claude JSONL files into SQLite, nothing leaves your machine. Plugin-native: one command install, then just ask "cta".

Runik Ai

eZhing

Business management platform controlled entirely through conversation. Describe your business and AI builds your complete system — tables, views, dashboards, reports, chatbot

Tencent RTC MCP

Tencent-RTC

It exposes Tencent RTC SDK documentation and Tencent RTC API resources to LLM-based tools. This improves the ability of LLM AI Agent to understand and interact with the Tencent RT SDK and API.

Smart Bulb Control via MCP Server With Claude

Arpitmahajan123

This project creates an MCP server using Node.js and TypeScript to autonomously control a smart bulb via UDP communication. It integrates with AI interfaces like ChatGPT or Claude, enabling seamless, anonymous, and automated lighting control with color and brightness adjustments.

Search, score, and submit 11,000+ AI agent tools from the SkillsIndex directory. Access MCP servers, Claude skills, GPT actions with security scoring (0–5), GitHub freshness, and honest picks.

Claude Integration with MCP for Microsoft Graph API

JBAgent

Claude integration with MCP server for Microsoft Graph API

agentcentral

agentcentral-to

agentcentral is a hosted MCP server for Amazon sellers that connects Claude, ChatGPT, and other AI clients to Amazon Ads, Seller Central, inventory, orders, catalog, rankings, finance, and fulfillment data.

Multi-agent orchestration MCP server with atomic shared blackboard, FSM governance, per-agent budget enforcement, and adapters for 12 AI frameworks including LangChain, AutoGen, CrewAI, and OpenAI Assistants.

Claude MCP Server Test

sudhanbhandari0

A simple coming soon website for testing

VisionAgent MCP Server

landing-ai

MCP Server for Vision Agent Tools

Nest Llm Aigent

luis1232023

Stdio Mcp Server 转为 RestFul，轻松部署与 Web 服务集成, mcp gateway

Congressmcp

amurshak

An MCP server for the Congress.gov API that consolidates 91 operations into 6 comprehensive tools that can be used by any MCP client (i.e. Claude Desktop), or MCP-compatible AI agent, to query and reason about congressional data.

AI Assistant Chat with Nmap Tool Integration

jarrodcoulter

An example MCP server with a couple nmap scans as tools.

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.

MCP File Operations Agent

dynstat

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

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

Learning Assistant Server

ktwome

학습 보조 웹 서비스

Enable AI agents such as Claude, Co-Pilot, Codex, and other compatible tools to create, manage, and optimize advertising campaigns on ChatGPT.

SQL Server MCP for Claude

shakunvohradeltek

This is a MCP Server for Claude-Code to connect to you Microsoft SQL Server

🚀 API Revolution: Model Context Protocol (MCP) Meets Web API

myonathanlinkedin

This project automates email-based user registration for LLM apps using the Model Context Protocol (MCP). It acts as a simple backend that receives email addresses from users, registers them with an MCP-compatible LLM server, and returns the generated API key or access token.

Claude MCP Protocol Practice

harshal-14

MCP server example practice

mcp_llm_inferencer

Sumedh1599

Uses Claude or OpenAI API to convert prompt-mapped input into concrete MCP server components such as tools, resource templates, and prompt handlers.

The first strength-training app Claude can actually write to. Tally's first-party remote MCP server gives Claude read access to your real workout history and write access to your training plan: talk through your program in conversation — exercises, sets, progressions — say "put i

OpenAI-compatible proxy with PII scrubbing, audit logging, and model routing. Drop-in replacement — set OPENAI_BASE_URL to point to this server. Supports GPT-4o, Claude, Gemini, and Llama via single endpoint.

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.

MCP server that connects AI agents (Claude Code, Cursor, Codex) to Dida365/TickTick. 40 tools for tasks, projects, tags, habits, folders, and search — manage everything through natural language.

Python MCP server for Hevy fitness app. Log workouts with natural language, search exercises, manage routines. Features web interface, demo mode, and 22 MCP tools.

Merlin Energy MCP — BESS Quoting & Sales Intelligence

ugobe007

AI-powered BESS quoting & energy sales intelligence MCP server

NWO Robotics

RedCiprianPater

NWO.CAPITAL is a multi-domain MCP server exposing 201 tools across 30 categories behind one Render-hosted endpoint with on-chain identity on Base Mainnet. Tools span autonomous-agent infrastructure, humanoid robotics + ROS2 control, biometric identity (ECG-based, soul-bound NFTs)

SplitMind MCP Agent Communication Server (Redis Edition)

webdevtodayjason

A2AMCP is a Agent2Agent MCP communication Server taking the concept from Google's Agent2Agent Protocol (A2A)

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.

madtaco

madtaco-dev

Verification & utility API for AI agents — MCP server. Sanctions screening, company & tax-ID validation, and more. madtaco.dev

Gemini MCP Server

chew-z

MCP (Model Control Protocol) server integrating with Google's Gemini API

MCP server to expose Claude Code Skills to AI agents

Appendix

appendixhealth

Appendix turns any AI health conversation into a board-certified physician's opinion — with a real prescription when clinically appropriate. Search medical literature and submit a clinical encounter for review, all from your agent.

Huggingface Daily Papers

huangxinping

A MCP (Model Context Protocol) server for fetching HuggingFace daily papers.

🧠 DeepSeek R1 Reasoning Executor

alexandephilia

A powerful MCP server that enhances Claude's capabilities by integrating DeepSeek R1's cutting-edge reasoning engine.

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.

Security-first search engine for AI agent skills. Discover safe MCP servers and Claude Code skills with Trust Score ratings, 10-language semantic search, author verification, and trending rankings.

Burnwatch detects every paid service in your project, tracks spend across 14 AI-native tools (Anthropic, OpenAI, Vercel, Supabase, Stripe, Scrapfly, Browserbase, and more), and exposes real-time cost data via MCP tools — so any LLM can factor budget into its recommendations. Four

🚢 TitanicAIAnalysis: Análisis de Datos con Claude y MCP

IzarLabs

MCP Server para análisis de datos sobre dataset del Titanic

Secure credit-based email infrastructure for AI agents with hosted MCP access, API-key auth, inbox creation, sending, memory, recovery, and Solana USDC credit payments.

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

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

Agricultural Commodity Climate

apifyforge

Agricultural commodity climate risk intelligence for AI agents via the Model Context Protocol. This MCP server gives any AI assistant — Claude, GPT-4, Cursor, or a custom agent — direct access to live weather stress analysis, pest emergence monitoring, trade concentration scoring

Discover the power of the “CLGateway”, an the open-source Claude MCP Server Gateway (available on GitHub). Built for users of Claude Desktop, Claude API or Claude Code, this Python-based gateway smartly manages your MCP (Model Context Protocol) servers and dramatically slashes to

Gonka — Minority report

bystray

MCP server for the GONKA network: run cheap LLM inference through the server (free trial or your own key), get multi-model second opinions, and compare live prices — for any AI agent.

ToolChat

rectalogic

PydanticAI LLM chat with MCP server tools