Discover and integrate MCP servers tagged with ai
203 ai MCP Servers Available
An MCP server built with Node.js/TypeScript that allows AI agents to securely read PDF files (local or URL) and extract text, metadata, or page counts. Uses pdf-parse.
Node.js/TypeScript MCP server for Atlassian Bitbucket. Enables AI systems (LLMs) to interact with workspaces, repositories, and pull requests via tools (list, get, comment, search). Connects AI directly to version control workflows through the standard MCP interface.
Node.js/TypeScript MCP server for Atlassian Confluence. Provides tools enabling AI systems (LLMs) to list/get spaces & pages (content formatted as Markdown) and search via CQL. Connects AI seamlessly to Confluence knowledge bases using the standard MCP interface.
一款轻量级、跨平台的 Mini Kubernetes AI Dashboard，支持大模型+智能体+MCP(支持设置操作权限)，集成多集群管理、智能分析、实时异常检测等功能，支持多架构并可单文件部署，助力高效集群管理与运维优化。
MCP Server for structured and standardized querying of watch-related metadata such as brands, families, and reference details from WatchBase.com.
Apple Books MCP Server
Cinema 4D plugin integrating Claude AI for prompt-driven 3D modeling, scene creation, and manipulation.
Connect AI agents to the Paradex trading platform. Retrieve market data, manage accounts, and execute trades seamlessly. Enhance your trading experience with automated tools and real-time insights.
Revit MCP. A Model Context Protocol server for Revit integration, enabling seamless communication between Claude AI and Autodesk Revit.
A powerful Model Context Protocol server for LinkedIn interactions that enables AI assistants to search for jobs, generate resumes and cover letters, and manage job applications programmatically.
A powerful Model Context Protocol (MCP) server that revolutionizes NPM package analysis through AI.
An extensible TypeScript toolkit that simplifies complex EVM blockchain interactions into composable, intent-based tools. Provides a unified, type-safe interface for both on-chain actions and off-chain data services, enabling developers to programmatically execute any blockchain operation across multiple EVM networks.
MCP for Video- or Image-Generation with Google VEO2
MCP server that enables Roo Code to make OpenAI API calls, with full support for DALL-E image generation
A MCP server that lists all available MCP services for easy copying and usage
Baidu Search MCP Server I A Model Context Protocol (MCP) server that provides web search capabilities through Baidu, with additional features for content fetching and parsing.
Integração de LangChain e MCP para processamento de linguagem natural e avaliação de expressões matemáticas.
DreamFactory MCP Server enables AI assistants like Claude to directly query your databases through DreamFactory's auto-generated REST APIs.
Static Code Analysis and Visualization. Convert Code to UML and Flow Diagram and explain by AI.
A powerful Model Context Protocol (MCP) server providing comprehensive Google Maps API integration with LLM processing capabilities.
connect to 50+ data stores via superset mcp server. Can use with open ai agent sdk, Claude app, cursor, windsurf
Self-hosted agentic browser with built-in MCP, A2A support.
A Model Context Protocol server for integrating HackMD's note-taking platform with AI assistants.
AniList MCP server for accessing anime and manga data
📦 Repomix is a powerful tool that packs your entire repository into a single, AI-friendly file. Perfect for when you need to feed your codebase to Large Language Models (LLMs) or other AI tools like Claude, ChatGPT, DeepSeek, Perplexity, Gemini, Gemma, Llama, Grok, and more.
A powerful MCP tool for parsing and manipulating MIDI files based on Tone.js. This library leverages the Model Context Protocol (MCP) to enable AI assistants to easily read, analyze, and modify MIDI files without dealing with the complexities of the MIDI file format.
Luma AI Video + Audio + Image Generation and RunwayML Video Generation from Image and Text
Collection of Google-native tools (e.g., Gmail, Calendar) for the MCP
The Opera Omnia MCP server provides programmatic access to the rich collection of JSON datasets from the Opera Omnia project. It enables developers, storytellers, and AI applications to easily access, combine, and generate creative content for games, interactive fiction, chatbots, and more.
A Model Context Protocol (MCP) server that enables AI assistants to perform web searches using SearXNG, a privacy-respecting metasearch engine.
マナリンクのModel Context Protocol (MCP) サーバー実装です。AIアシスタントが先生検索などの機能を利用できるようにします(トライアル実装です)
A MCP server for interacting with Taiga Project Manager
MCP Server Semgrep is a [Model Context Protocol](https://modelcontextprotocol.io) compliant server that integrates the powerful Semgrep static analysis tool with AI assistants like Anthropic Claude. It enables advanced code analysis, security vulnerability detection, and code quality improvements directly through a conversational interface.
Node.js Model Context Protocol (MCP) server providing secure, relative filesystem access for AI agents like Cline/Claude.
Cursor Talk To Figma MCP
MCP Terminal 是一个基于 MCP（Model Context Protocol）的终端控制服务器，专为与大型语言模型（LLM）和 AI 助手集成而设计。它提供了一个标准化的接口，使 AI 可以执行终端命令并获取输出结果。
GitHub context server for AI models. Fetch files, structure, filter, and more.
An MCP (Model Context Protocol) tool that provides stock market data and trading capabilities using the yfinance library, specifically adapted for Claude Desktop.
An MCP (Model Context Protocol) tool that provides cryptocurrency market data using the CoinGecko API, specifically designed for Claude Desktop.
A model context protocol server that reads mails with notmuch and sends mail with sendmail
Weather MCP server which returns 7 days of detailed weather forecasts anywhere in the world
Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.
MCP Toolbox for Databases is an open source MCP server for databases.
A simple TypeScript library for creating MCP servers.
Connect AI assistants to your ERPNext instance via the Model Context Protocol (MCP) using the official Frappe API.
k6 MCP server
Allows AI assistants such as Cursor/Cline/GitHub Copilot to use Google's lighthouse tool to measure perf metrics for your webpage. You can then run an agentic loop and get the assistants to optimize those metrics!
An MCP (Model Context Protocol) server for performing accessibility audits on webpages using axe-core. Use the results in an agentic loop with your favorite AI assistants (Cline/Cursor/GH Copilot) and let them fix a11y issues for you!
A Model Context Protocol (MCP) server that enables AI assistants to generate images, text, and audio through the Pollinations APIs. Supports customizable parameters, image saving, and multiple model options.
MCP server, providing AI with access to the payman documentation
Agile Kanban board backed by SQLite and exposed via the Model Context Protocol (MCP). Lets LLMs read, comment on, and work on tasks. Fully compatible with clients like Roo, Cursor, Control, and Cline. Drop it into any project to enable human–AI collaboration on delivery workflows.
Simple RAGFlow MCP. Only useful until the RAGFlow team releases the official MCP server
API Market MCP Servers
mcp-censys is a MCP server that taps into the Censys Search API for real-time domain, IP, and FQDN reconnaissance
BloodHound-MCP-AI is integration that connects BloodHound with AI through Model Context Protocol, allowing security professionals to analyze Active Directory attack paths using natural language instead of complex Cypher queries.
Model Context Protocol (MCP) server for Flow blockchain with direct RPC communication
An MCP server that tracks trending AI models, datasets, and spaces on Hugging Face.
An MCP server that provides real-time cryptocurrency news sourced from NewsData for AI agents.
An MCP server that delivers blockchain news and in-depth articles from BlockBeats for AI agents.
MCP Server for Google Cloud Healthcare API
MCP server that provides tools and resources for integrating Hugeicons into various platforms. It implements a Model Context Protocol (MCP) server that helps AI assistants provide accurate guidance for using Hugeicons.
MCP server paired with a browser extension that enables AI agents to control the user's browser.
Web3 MCP server for EVM chains (at moment)
MCP (Model Context Protocol) server for Dumpling AI
MCP server for using ScrAPI to scrape web pages.
Postgres MCP Pro provides configurable read/write access and performance analysis for you and your AI agents.
CTX: A tool for generating structured documentation from files, repositories, diffs, and URLs through a modular architecture with powerful configuration options for AI-assisted development workflows. The missing link between your codebase and your LLM. Context as Code (CaC) tool with MCP server inside.
MCP Server implementation for the Model Context Protocol (MCP) enabling AI tool usage - Realtime Flight Search
Powerful Model Context Protocol (MCP) implementation for visualizing directory structures with real-time updates, configurable depth, and smart exclusions for efficient project navigation
AI Agents & MCPs & AI Workflow Automation • (280+ MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents
A Whistle proxy management tool based on Model Context Protocol that allows AI assistants to directly control local Whistle proxy servers, simplifying network debugging, API testing, and proxy rule configuration through natural language interaction.
MCP Server for the Peacock extension for VS Code, coloring your world, one Code editor at a time. The main goal of the project is to show how an MCP server can be used to interact with APIs.
WhatsApp MCP Server (TypeScript/Baileys)
MCP server for fetch web page content using Playwright headless browser.
PromptLab transforms basic user queries into optimized prompts for AI systems --> Built using MCP
MCP server which allow LLM in agent mode to analyze image whenever it needs
Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project
A MCP server to interact with the Solana blockchain with your own private key
A secure Model Context Protocol (MCP) server providing filesystem access within predefined directories
A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.
基于 FastAPI 和 MCP（模型上下文协议），实现 AI 模型与开发环境 之间的标准化上下文交互，提升 AI 应用的可扩展性和可维护性。
A Model Context Protocol (MCP) server that enables AI assistants to interact with IDA Pro for reverse engineering and binary analysis tasks.
MCP that allows us to load our bruno collection and have AI call it on our behalf
Servidor MCP TESS para integração de agentes - Implementação do protocolo MCP para serviços TESS AI
为 Cursor、Windsurf、Cline 和其他 AI 驱动的编码工具提供访问飞书文档的能力，基于 Model Context Protocol 服务器实现。
Telegram MCP for managing dialogs, messages, drafts, read statuses, and more.
MCP server for access to OpenAI's ChatGPT API with Responses API for conversation management
Elasticsearch MCP server with available features including mappings management, search and indexing, and index management etc.
Secure middleware server implementing Model Context Protocol (MCP) over SSE with JWT authentication. Enables standardized communication between AI tools and clients with dynamic tool registration, request logging, and session management. Perfect for building production-ready AI systems requiring secure access patterns.
Powerful Model Context Protocol (MCP) implementation for visualizing directory structures with real-time updates, configurable depth, and smart exclusions for efficient project navigation
mantrachain mcp
📝 A FastMCP tool that automatically saves AI chat conversations to well-formatted Markdown files with timestamps and metadata.
🪐 MCP IPFS Server
Maintenance of a set of tools to enhance LLM through MCP protocols.
This MCP server provides email sending functionality using Protonmail's SMTP service. It allows both Claude Desktop and Cline VSCode extension to send emails on your behalf using your Protonmail credentials.
A Model Context Protocol (MCP) server that provides tools for AI, allowing it to interact with the DataWorks Open API through a standardized interface. This implementation is based on the Aliyun Open API and enables AI agents to perform cloud resources operations seamlessly.
An MCP for telegram to integrate with Claude desktop.
🧙🏻 Integrated TinyPNG MCP server, quickly use TinyPNG through LLMs.
A Model Context Protocol (MCP) server for searching barnsworthburning.net.
A Model Context Protocol (MCP) server that provides filesystem operations for Claude AI
Tool that allows you to wait a certain time to continue the execution of an agent.
MCP server for using the AdsPower LocalAPI
Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores per file, helping AI assistants understand the codebase. Automatically parses popular programming languages such as Python, C, C++, Rust, Zig, Lua.
an MCP server for the services I like to use with AI agents, which you should probably fork and modify for your own use. No PRs accepted, this is just for me. Not private because you or a bot might get something out of what you see here.
MCP Crew AI Server is a lightweight Python-based server designed to run, manage and create CrewAI workflows.
The Gatherings MCP Server provides an API that allows AI assistants to interact with the Gatherings application through the Machine Conversation Protocol. This enables AI systems to help users manage shared expenses for social events, outings, or any gathering where costs are split among participants.
Model Context Protocol (MCP) server for controlling Sonic Pi through AI assistants
A Model Context Protocol (MCP) server that provides authenticated access to Google Workspace APIs, offering integrated Authentication, Gmail, Calendar, and Drive functionality
A server that connects to the xAI/Grok image generation API that provides endpoints for text and image analysis using X.AI's Grok models. ## Features - Text analysis using Grok-2 - Image analysis using Grok Vision - Simple REST API interface - Built-in error handling and validation
Essential MCP to ATC (Awesome Tool Collection) Python Bridge
An MCP tool that provides AI with the ability to compress and decompress local files.
Zotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol to discuss papers, get summaries, analyze citations, and more.
A podman ubuntu 24.04 container that serves a MCP server; with file, code execution, bash shell, and more.
MCP server for AI image generation and editing using Google's Gemini Flash models. Create images from text prompts with intelligent filename generation and strict text exclusion. Supports text-to-image generation with future expansion to image editing capabilities.
A Model Context Protocol (MCP) server implementation for running Locust load tests. This server enables seamless integration of Locust load testing capabilities with AI-powered development environments.
✨ JMeter Meets AI Workflows: Introducing the JMeter MCP Server! 🤯
Agent Framework / shim to use Pydantic with LLMs
The definitive Vibe Coder's sanity check MCP server: Prevent cascading errors in AI workflows by implementing strategic pattern interrupts. Uses tool call "Vibe Check" with LearnLM 1.5 Pro (Gemini API), fine-tuned for pedagogy and metacognition to enhance complex workflow strategy, and prevents tunnel vision errors.
A TypeScript Model Context Protocol (MCP) server to allow LLMs to programmatically construct mind maps to explore an idea space, with enforced "metacognitive" self-reflection
PhonePi MCP enables seamless integration between desktop AI tools and your smartphone, providing 23+ direct actions including SMS messaging, phone calls, contact management, snippet creation and search, clipboard sharing, notifications, battery status checks, and remote device controls.
A Model Context Protocol (MCP) server that connects Claude and other AI assistants to your Roam Research graph.
MCP Server to expose the GDB debugging capabilities
A Model Context Protocol server for Chess.com's Published Data API. This provides access to Chess.com player data, game records, and other public information through standardized MCP interfaces, allowing AI assistants to search and analyze chess information.
OmniMCP uses Microsoft OmniParser and Model Context Protocol (MCP) to provide AI models with rich UI context and powerful interaction capabilities.
MCP server for Cursor that leverages Gemini's much larger context window to enhance the capabilities of the AI tools
A Model Context Protocol (MCP) server implementation for GitHub integration
A command-line tool and MCP server that summarizes code files using Gemini Flash 2.0
A beginner-friendly MCP server template featuring a PostgreSQL connector with clean, easy-to-understand code. Perfect for developers new to Model Context Protocol who want to experiment and create their own AI tool connectors with minimal setup.
Yellhorn offers MCP tools to publish detailed workplans as GitHub issues with entire-codebase reasoning and to review diffs against them
MCP Server Typescript Template
A lightweight Model Context Protocol (MCP) server that enables natural language interaction with your Todoist tasks directly from your IDE. Built with simplicity and maintainability in mind.
Automatable GenAI Scripting
An MCP server for the github notifications API for the OSS maintainer
Model Context Protocol (MCP) bridge server for connecting to Dust.tt AI assistants (Depricated)
CCXT MCP Server bridges the gap between AI models and cryptocurrency trading by providing a standardized interface through the Model Context Protocol. Created to empower automated trading strategies, this tool allows AI assistants like Claude and GPT to directly interact with over 100 cryptocurrency exchanges without requiring users to write comple
Expose llms-txt to IDEs for development
An MCP server for executing token swaps on the Solana blockchain using Jupiter's new Ultra API.
An MCP server that delivers cryptocurrency sentiment analysis to AI agents.
A Model Context Protocol server for Excel file manipulation
A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases
A Model Context Protocol (MCP) server that enables AI assistants to query and analyze Prometheus metrics through standardized interfaces.
⚡️ Open-source AI-powered CLI for web & mobile localization. Bring your own LLM or use Lingo.dev localization engine. Join discord: https://lingo.dev/go/discord
A Model Context Protocol (MCP) server for Gmail integration in Claude Desktop with auto authentication support. This server enables AI assistants to manage Gmail through natural language interactions.
A MCP (Model Context Protocol) server that provides get, send Gmails without local credential or token setup.
Helps AI assistants access text content from bot-protected websites. MCP server that fetches HTML/markdown from sites with anti-automation measures using Scrapling.
Securely run AI-generated code in stateful sandboxes that run forever.
Integrate Arduino-based robotics (using the NodeMCU ESP32 or Arduino Nano 368 board) with AI using the MCP (Model Context Protocol) framework from Claude Anthropic
A mcp server that bridges Dune Analytics data to AI agents.
A Model Context Protocol (MCP) server for NASA APIs, providing a standardized interface for AI models to interact with NASA's vast array of data sources.
A Redis MCP server (pushed to https://github.com/modelcontextprotocol/servers/tree/main/src/redis) implementation for interacting with Redis databases. This server enables LLMs to interact with Redis key-value stores through a set of standardized tools.
A MCP server providing realistic browser-like HTTP request capabilities with accurate TLS/JA3/JA4 fingerprints for bypassing anti-bot measures. It also supports converting PDF and HTML documents to Markdown for easier processing by LLMs.
Monitor browser logs directly from Cursor and other MCP compatible IDEs.
⚡️ Open-source AI-powered CLI for web & mobile localization. Bring your own LLM or use Lingo.dev localization engine. Join discord: https://lingo.dev/go/discord
Search engine for AI agents (search + extract) powered by Tavily
Anthropic has recently introduced a groundbreaking update in the world of AI-powered development tools — Claude Code combined with the powerful MCP Servers. These innovations are set to redefine how developers interact with their codebases. In this article, we’ll explore a YouTube creator’s hands-on experience with Claude Code, its integration with real-world projects, and whether it could replace traditional tools like Cursor, Windsurf, and Lovable.
Demo for the Blender MCP that lets Claude talk to Blender and manipulate it directly. In this case, we prompt “create a low poly dragon with a pot of gold”, followed by more prompting to add details like a dungeon, torches, and more detailed wings. Blender is manipulated in real-time, and since Claude can read the scene, it realises when its output is not right and self-corrects.
MCP (Model Context Protocol) is an open protocol that standardizes how applications provide context to LLMs. Think of MCP like a USB-C port for AI applications, providing a standardized way to connect AI models to different data sources and tools.
MCP Servers are lightweight programs that expose specific capabilities through the standardized Model Context Protocol. They act as bridges between LLMs like Claude and various data sources or services, allowing secure access to files, databases, APIs, and other resources.
MCP Servers follow a client-server architecture where a host application (like Claude Desktop) connects to multiple servers. Each server provides specific functionality through standardized endpoints and protocols, enabling Claude to access data and perform actions through the standardized protocol.
Yes, MCP Servers are designed with security in mind. They run locally with explicit configuration and permissions, require user approval for actions, and include built-in security features to prevent unauthorized access and ensure data privacy.
