1,983 published MCP servers in this category · page 17 of 34 · all categories
MCP server that tracks file descriptions across codebases, enabling AI agents to efficiently navigate and understand code through searchable
MCP server for Hailuo (MiniMax) AI video generation
An MCP server that provides persistent multimodal context storage for LLM agents.
MCP server for interacting with MySQL databases with write operations support
MCP server for Draw Things - local AI image generation on Mac
MCP(Model Context Protocol)은 생성형 AI application이 외부 데이터를 활용하는 주요한 인터페이스로 빠르게 확산되고 있습니다. 2024년 11월에 Anthropic의 오픈소스 프로젝트로 시작되었고, 현재 Cursor뿐 아니라
MCP server for Wan AI video generation
This MCP server acts as a **bridge** between MCP clients and AWS Lambda functions, allowing generative AI models to access and run Lambda functions
MCP Serial Service for PWM Control
MCP server for generating 3D style cartoon images for kids using Gemini API
The easiest way to create MCP servers, AI agents, and chatbots with any LLM
MCP server that sends native notifications with LLM-aware icons
MCP-Allure is a MCP server that reads Allure reports and returns them in LLM-friendly formats.
This project enables users to easily search for flight options between two locations with specific dates using the power of large language models
A minimal Model Context Protocol 🖥️ server/client🧑💻with OpenAI and 🌐 web browser control via Playwright.
A [Model Context Protocol (MCP)](https://www.anthropic.com/news/model-context-protocol) server that enables semantic search and RAG (Retrieval
MCP server for batch audio processing and optimization using FFmpeg with parameter-based interface for sample rate conversion, bitrate adjustment
Free context-engineering audits for AI agents. BYOK Anthropic key. Top-3 findings per scan.
This repository implements an MCP (Model Context Protocol) server that exposes various functionalities on an Azure Blob Storage account. It is based
The Math Drawing Client (talk2mcp_math_draw_client.py) is a Python application that combines mathematical computations with visual drawing capabilities. It uses the Gemini AI model to process…
MCP Server for adding bookmarks in openai RAG
Fetch web pages using Chrome/Edge browser with auth, anti-bot, and JavaScript rendering support
An MCP server for analyzing PCAP files.
An MCP (Model Context Protocol) server that provides a clean interface for LLMs to use chat completion capabilities through the MCP protocol. This server acts as a bridge between an LLM client and…
This MCP server allows you to access OpenAI's ChatGPT API directly from Claude Desktop.
A typescript example for web app as the host connecting node mcp server
A ChromaDB MCP server for vector embeddings, collections, and document management.
A protocol that enables AI models to control Chrome browser and perform web automation.
The **MCPShell** is a tool that allows LLMs to safely execute **command-line tools** through the [**Model Context Protocol
An MCP server that publishes CLI tools on your machine for discoverability by LLMs
Python MCP client + server example
本项目实现了一个兼容 OpenAI API 格式的 MCP-Client服务，允许通过标准的 OpenAI API 接口与本地 MCP-Server进行交互。
本项目实现了一个兼容 OpenAI API 格式的 MCP-Client服务，允许通过标准的 OpenAI API 接口与本地 MCP-Server进行交互。
A CLI host application that enables Large Language Models (LLMs) to interact with external tools through the Model Context Protocol (MCP). Currently
MCP server providing code quality checks (pylint and pytest) with smart LLM-friendly prompts for analysis and fixes. Enables Claude and other AI
MCP server providing code quality checks (pylint and pytest) with smart LLM-friendly prompts for analysis and fixes. Enables Claude and other AI
A Model Context Protocol (MCP) server and OpenAI function calling service for interacting with the CoinGecko Pro API
OpenAI-compatible multi-model inference via ComputeFlux (Polkadot testnet, TEE-verifiable). stdio.
Connect any AI model to 1200+ integrations (MCP, CLI, API)
MCP Servers for persistent context across work sessions using knowledge graphs
# MCP Conversation Server A Model Context Protocol (MCP) server implementation for managing conversations with OpenRouter's language models. This
Real-time cost awareness for MCP agent workflows
A practical demonstration of integrating LangChain with Model Control Protocol (MCP) featuring both single and multi-server implementations. Includes
A Model Context Protocol (MCP) server implementation that allows Large Language Models (LLMs) to interact with various databases through natural language. Currently supports MongoDB, with plans to…
MCP server for Oracle, MSSQL, PostgreSQL, MySQL, SQLite, MongoDB, and Qdrant vector search access.
This is a Model Context Protocol (MCP) server that provides various AI capabilities using the DeepInfra OpenAI-compatible API, including image
A Model Context Protocol (MCP) server and OpenAI function calling service for interacting with the Deriv API.
MCP server for desktop video capture and analysis on macOS
It is a newsletter-based MCP that searches for relevant code snippets, indie developer articles and blog posts so you don't have to hunt through
A Model Context Protocol (MCP) server that enables Large Language Models (LLMs) to roll dice. It accepts standard dice notation (e.g., `1d20`) and
A customized version of the MCP documentation server that enables integration between LLM applications (like Cursor, Claude Desktop, Windsurf) and
MCP Docent Server provides an image-description tool through a local TypeScript FastMCP server backed by an OpenAI client.
This is a lightweight, plug-and-play MCP server that empowers any LLM to dynamically search and retrieve up-to-date documentation from popular AI
A TypeScript MCP server for document management and semantic search with embeddings
This enhanced version adds critical conversational AI features missing from the original:
This is a C++ based Excel Automation MCP (Model Context Protocol) server project. It utilizes the OpenXLSX library for Excel file operations and aims
A Model Context Protocol (MCP) server for interacting with F1Data through LLM interfaces like Claude. **You will need to have Claude installed on
An open-source Python MCP (Model-Command Protocol) server designed to enable Large Language Models (LLMs) to execute FFmpeg commands, receive execution results, and validate commands against FFmpeg…
# MCP Filesystem Server > **DISCLAIMER**: This is an unofficial port of Claude's filesystem MCP server implementation, created solely as a Proof of
This server implements the Model Context Protocol (MCP) to act as a bridge between a Large Language Model (LLM) like Claude and Firebase (Firestore).