MCP Library

Empowers LLMs with real-time network traffic analysis using tshark. Requires Wireshark's tshark to be installed.

Integrate with Adobe Express using LLMs to streamline creative tasks and workflows.

Integrate with the Goodday project management platform to manage projects, tasks, and users via its API.

Connects Claude Desktop to Tableau Server, enabling natural language interactions with your Tableau data and administrative capabilities.

A server for interacting with MongoDB databases and MongoDB Atlas.

An MCP server for the Arduino CLI, offering tools to manage sketches, boards, libraries, and files.

An MCP server for generating images using the Pollinations AI API.

Interact with the GitHub API using PyGithub to manage repositories, issues, and pull requests.

Search for icons from the Hugeicons library and get usage documentation.

An MCP server for integrating with Dropbox, allowing clients to interact with files and folders.

Query a hybrid graph (Neo4j) and vector (Qdrant) database for powerful semantic and graph-based document retrieval.

Provides healthcare tools for interacting with FHIR resources on Google Cloud Healthcare API and public medical research APIs like PubMed.

An AI-powered server that facilitates feature discussions between developers and AI, acting as a lead developer to guide implementation and architectural decisions.

Interact with the Ghost blogging platform using the Model Context Protocol (MCP) with Server-Sent Events (SSE) support.

Integrates with Google AI Studio/Gemini API for PDF to Markdown conversion and content generation.

Search for academic papers, authors, and citations using the Semantic Scholar API.

Access various storage services like S3, GCS, and Azure Blob through the Apache OpenDAL™ project, configured via environment variables.

Generate and edit images using OpenAI's DALL-E models via the official Python SDK.

A collection of reference implementations for Model Context Protocol (MCP) servers in Typescript and Python, demonstrating MCP features and SDK usage.

Access Whissle API for speech-to-text, diarization, translation, and text summarization.

Provides preset prompt templates as tools to assist clients like Cursor and Windsurf in executing various tasks.

Manage Cloudflare DNS records for your domains.

Retrieves essential network information from devices using gNMI and OpenConfig models.

A simple note storage system with tools to add and summarize notes using a custom note:// URI scheme.

Interact with the Qase API for test management. Requires a QASE_API_TOKEN for authentication.

Refines and structures prompts for large language models using the Anthropic API.

Interact with TestRail's core entities such as test cases, runs, and results using a standardized protocol.

Provides sarcastic and cynical code reviews from the perspective of a grumpy senior developer.

Access market data, manage accounts, and execute trades on the Upbit Cryptocurrency Exchange via its OpenAPI.

An MCP server for the DeepSeek API, providing code review, file management, and account management.

An intelligent tool for AI assistants to present multiple UI component designs for user selection.

Interact with Freshservice modules for IT service management operations.

Generates AI images and videos using the GPT4O Image Generator API.

Access the Hugging Face Dataset Viewer API to query, explore, search, and analyze machine learning datasets from the Hugging Face Hub.

Provides financial data. Requires external Python dependencies installed with the uv package manager.

A server to query the Python Package Index (PyPI) for package information, dependencies, and compatibility.

A collection of demo files for MCP servers and clients, illustrating various transport protocols and server capabilities using Python.

A server providing comprehensive file system operations, automatically downloaded and built on first use.

A server for Retrieval Augmented Generation (RAG), providing AI clients access to a private knowledge base built from user documents.

Create, edit, and manage LaTeX files. Requires an external LaTeX distribution like MiKTeX, TeX Live, or MacTeX.

Interact with Binalyze AIR's digital forensics and incident response capabilities using natural language.

SEO analysis using the Serpstat API.

Provides local access to Cursor chat history for AI analysis and insights, with no external services or API keys required.

Search NCBI databases, including PubMed, for scientific literature. Tailored for researchers in life sciences, evolutionary biology, and computational biology.

Visualize Git history and commit logs with animations, making Git operations intuitive and easy to understand.

An open-source library to connect any LLM to any MCP server, enabling the creation of custom agents with tool access.

A starter MCP server built with TypeScript and the official MCP SDK, featuring example tools like echo, add, time, and flight status.

An MCP server for ESP-IDF workflows, enabling project builds, firmware flashing, and automated issue resolution from build logs.

A server to fetch data from Paylocity API endpoints.

An advanced penetration testing tool for automated, LLM-driven security assessments using tools like nmap and dirb.

Integrates with the Amazon Product Advertising API to search for products.

An example of a remote MCP server for Odoo, deployable on Cloudflare Workers without authentication.

An executable server for running MCP services, featuring tool chaining, multi-service management, and plugin support.

Send notifications to Slack using OAuth bot tokens.

Manage AI prompts as local markdown files.

A Java-based MCP server for interacting with the Crawl4ai web scraping API.

Interact with the Hyperliquid decentralized exchange by integrating its SDK.

Manage Akamai's edge platform, including properties, DNS, certificates, security, and performance optimization, using AI assistants.

Create short URLs using the U301 URL Shortener service.

Create mock MCP servers instantly for developing and testing agentic AI workflows.

Manage files and downloads on Synology NAS devices using an AI assistant.

Access WordPress development rules and best practices from the WordPress LLM Rules repository. It dynamically creates tools for each rule and caches content using Cloudflare Durable Objects.

Monitors shadow-cljs builds and provides real-time build status updates.

Interact with a Twist workspace using its REST API.

Monitors system resources in real-time, including CPU, memory, disk, network, battery, and internet speed.

Access Crunchbase data for business information and insights. Requires a Crunchbase API key.

A read-only MCP server for querying live FTP data using the CData JDBC Driver.

A tool to provide Large Language Models with project context by intelligently filtering and concatenating relevant files.

Interact with the Brex API to manage financial data and resources.

An MCP server that allows client agents to play the game of Minesweeper.

Allows AI assistants to request information and receive responses from humans via Slack.

An MCP server that analyzes the screen with OmniParser to automate GUI operations.

Video transcoding, packaging, and analysis using the Shaka Packager tool, integrated with Claude AI.

Streams real-time Binance Alpha token prices and liquidity data for AI agents and workflows.

Interact with the Coda API to manage documents and pages, including creating, reading, updating, and deleting.

Web search using OpenAI's o3 model. Requires an OpenAI API key.

Control a browser for web automation tasks using Playwright on Cloudflare Workers.

Access step-by-step drawing tutorials and guides from easydrawingguides.com for artists of all skill levels.

Connects to the Resource Hub to centrally configure and manage your MCP servers.

A reverse proxy gateway for managing and accessing multiple MCP servers through a single entry point, deployable via Docker.

A natural language interface for cell-cell communication analysis using the Liana framework.

Access the Quran API from alquran.cloud to retrieve accurate Quranic text and reduce LLM hallucinations.

Interact with the Timeplus real-time data platform for querying and managing data streams.

Manage ArgoCD applications and resources using natural language through its API integration.

Interact with AWS services using the AWS CLI. Requires AWS CLI to be installed and configured.

Integrates the YOURLS URL shortening service with Claude Desktop.

Access Prometheus metrics and queries through standardized MCP interfaces.

A Python monorepo for AI-powered project management and productivity servers, utilizing the Claude API.

Implements Solana blockchain functionality for the LetsBonk launchpad.

Integrate Testomat.io API with AI assistants for test management.

Enables AI assistants to query, read, and move data on DICOM servers such as PACS and VNA for medical imaging.

Interact with the Moralis Web3 API to access blockchain data across multiple networks through a structured interface.

Enhances LLM reasoning by transforming prompts into Chain of Draft or Chain of Thought formats, improving quality and reducing token usage. Requires API keys for external LLM services.

Edit Android preferences using adb and Node.js.

Search for videos, users, and retrieve danmaku from the Bilibili API.

A headless server to get and send emails via the Gmail API, requiring Google API credentials at runtime.

An MCP server for web and similarity search, designed for Claude Desktop. It integrates with various external embedding and API services.

An MCP server for Claude Code CLI that provides persistent session management, entity tracking, and context preservation across development sessions.

A lightweight, centralized control plane for managing multiple Kubernetes clusters using kubeconfig or in-cluster configuration.

A server for text-to-speech generation using the AivisSpeech engine.

A server for full integration with Oracle Database. Requires Oracle Instant Client libraries.

A standalone proxy to connect STDIO-based MCP clients with HTTP (SSE) based MCP servers.

An MCP server for interacting with Web3 and EVM-compatible chains.

An MCP server for interacting with various services like Slack, Harvest, and GitHub to manage activities and data.

Access Alibaba Cloud observability products such as SLS, ARMS, and CloudMonitor.

Integrate with Odoo ERP systems to manage business data and operations. Requires external configuration for connection parameters.

Interact with Yahoo Finance to get stock data, market news, and financial information using the yfinance Python library.

A remote, authentication-free MCP server for weather data, deployable on Cloudflare Workers or run locally via npm.

A local server for uploading files to Alibaba Cloud Object Storage Service (OSS).

Enables AI assistants to send push notifications via the Pushover service.

A read-only MCP server for MySQL, enabling LLMs to query live data using the CData JDBC Driver.

Provides real-time prices for assets like precious metals and cryptocurrencies.

Provides a unified interface to AWS services for security investigations and incident response.

Access Dungeons & Dragons 5th Edition content, including spells, classes, and monsters, via the Open5e API.

Analyzes, optimizes, and detects duplicates in codebases for Claude Code.

Create, validate, and render diagrams from D2 (Declarative Diagramming) code into SVG and PNG formats.

An MCP server for CMP API integration, built to run on Cloudflare Workers.

A server for travel planning and interacting with Google Maps services.

Sends emails using the Resend API. Requires a Resend API key.

Query live Gmail data using LLMs via CData's read-only MCP server.

An MCP server for interacting with Dropbox files and services.

Access prompt templates managed in an MLflow Prompt Registry. Requires a running MLflow server configured via the MLFLOW_TRACKING_URI environment variable.

Integrates the Nmap network scanning tool with MCP, enabling network scanning capabilities within MCP-compatible environments.

Provides linear programming (LP) and mixed-integer programming (MIP) optimization capabilities using the HiGHS solver.

Manage emails using Gmail and IMAP protocols. Requires external configuration for credentials and settings.

Provides Google Web Search functionality using the Gemini API. Requires a Google API Key or OAuth credentials.

A containerized MCP server for Microsoft 365, featuring OAuth authentication and OpenTelemetry instrumentation for monitoring.

Personalized music recommendations and playlist management for TIDAL, powered by its API and LLM filtering.

Analyze, lint, and convert SQL dialects using SQLGlot.

A natural language interface for biological activities analysis using the decoupler tool.

Provides the Ferengi Rules of Acquisition with powerful search and retrieval capabilities.

Exposes Check Point security management data for AI-powered automation and analysis.

An MCP server for advanced web crawling, content extraction, and AI-powered analysis using the crawl4ai library.

An MCP server for the Vercel AI SDK, enabling integrations with Figma and 21st.dev Magic.

Provides read-only access to PostgreSQL databases, enabling schema inspection and query execution.

Provides AI agents with direct access to query, search, and analyze MySQL databases.

Fetches trending repositories from GitHub and saves them as Markdown files. Supports proxy configuration.

Access Solana documentation context through a simple notes system with resources, tools, and prompts.

Analyze and query GitHub repositories using the GitHub Chat API.

A secure MCP server for eBPF, designed for AI integration, kernel introspection, and automation.

Fetches cigarette data and information from Yanyue.cn.

Execute MATLAB scripts and functions via MCP clients. Requires a local MATLAB installation.

Interact with ApostropheCMS, a Node.js-based content management system, to manage content snippets.

Fetches and caches daily articles from GeekNews using web scraping.

A FastAPI application demonstrating MCP integration for mathematical operations and tool registration.

Converts various file formats to Markdown using Cloudflare AI.

A MCP server for interacting with Aptos NPM packages.

A browser automation service for capturing console output, useful for tasks like public sentiment analysis.

A read-only MCP server by CData that enables LLMs to query live data from Dynamics 365. Requires the CData JDBC Driver for Dynamics 365.

An MCP server for interacting with the Coolify API to manage servers and applications.