MCP Library

A server for monitoring and analyzing Java Virtual Machine (JVM) processes using Arthas, with a Python interface.

A powerful, Go-based task management server with MCP support, AI editor integration, and a VS Code extension. It supports smart task creation, markdown, and project organization.

Provides developers with continuous, project-centric context awareness. Requires a TursoDB database.

A collection of MCP servers designed for rapid prototyping in CS experimentation workshops.

A flexible MCP server that executes arbitrary command-line tools defined in a configuration file.

Search and download scientific articles from PubMed's E-utilities API.

Integrates with the Kibela API to manage knowledge-based content.

Tracks newly created Uniswap liquidity pools across nine blockchain networks, providing real-time data for DeFi analysts, traders, and developers.

Executes secure shell commands with configurable directory, shell, and timeout validation.

Interact with the Appwrite API to manage databases, users, storage, and more. Requires configuration via environment variables.

A server for Google search and webpage content extraction, built on Cloudflare Workers with OAuth support.

Provides automated reasoning for AI systems using the Prover9 and Mace4 theorem provers.

An MCP server for Quickbase, enabling seamless integration with AI assistants like Claude Desktop.

Automatically tailors resumes for specific job applications using LibreOffice.

Analyzes manufacturing production capacity, including evaluations, equipment, processes, and factory distribution to assess enterprise strength.

An MCP server for interacting with Elasticsearch clusters, enabling LLM-powered applications to search, update, and manage data.

A lightweight Java framework for building MCP servers with TCP transport via mcp-java-bridge.

Access your WeChat Reading (微信读书) bookshelf, notes, highlights, and reviews.

A unified interface for various chat AI models including OpenAI, MistralAI, Anthropic, and Google AI, requiring vendor API keys.

A Spring Boot MCP server that provides company details, requiring the Claude Desktop application to function.

Batch audio processing and optimization using FFmpeg. Modify sample rate, bitrate, volume, channels, and apply effects.

Access the KiotViet API, a popular sales and inventory management platform. Manage products, categories, customers, and orders with automatic authentication.

Retrieve and process documentation using vector search to provide context for AI assistants.

Perform advanced CSV analysis and generate insights using Google's Gemini AI. Requires Gemini and Plotly API keys.

Perform conversational searches with the Perplexica AI-powered answer engine.

Access Human Protein Atlas data, including protein expression, localization, and pathology.

Access and manage wearable and health app data through the Terra API.

Breaks down complex tasks into manageable pieces and stores them in structured JSON.

An MCP server for accessing Ragie's knowledge base retrieval capabilities.

An AI-powered server that generates PyAirbyte pipeline code and instructions using OpenAI and connector documentation.

An MCP server for kubectl, enabling AI assistants to interact with Kubernetes clusters through a standardized protocol.

An MCP server for intelligent text summarization, configurable with various AI providers.

Provides geographical and directional data from the Naver Map API.

Transforms Claude Desktop into a conversational development environment using distributed MCP servers.

A Cookiecutter template for creating MCP servers with Apple container support and configurable transport methods.

Provides standardized access to social platform and onchain data using the Neynar API.

Search and buy products across thousands of online stores using the SearchAgora universal product search engine.

Provides audio input and output capabilities for AI assistants.

A modular server providing unified access to multiple astronomical datasets, including astroquery services and DESI data sources.

Search for Docker images and retrieve their READMEs and metadata from Docker Hub.

Automates the setup of new AI-powered MCP server development projects.

An MCP server for analyzing product or service reviews.

Integrates with Lemon Squeezy to manage subscriptions, checkouts, and products.

Fetches and sets up an MCP server from a specified GitHub repository.

An MCP server for PostgreSQL providing index tuning, explain plans, health checks, and safe SQL execution.

An MCP server for the gget bioinformatics library, enabling standardized access to genomics tools and databases.

A todo management system designed for coordinating tasks across multiple projects, utilizing MongoDB and MQTT.

An MCP server with integrations for GitLab, Jira, Confluence, and YouTube, providing AI-powered search and development utility tools.

Access and manage ActiveCampaign data through the CData JDBC Driver.

Performs basic arithmetic calculations. A TypeScript-based server demonstrating core MCP concepts.

A server for web research that brings real-time information into AI models and researches any topic.

Provides information about Java conferences worldwide by parsing data from the javaconferences.github.io repository.

A middleware server that allows large language models to interact directly with PlayFab services.

A local server to query and interact with Markdown knowledge bases by tags, text, slug, or date.

A bridge to the Drug Gene Interaction Database (DGIdb) API, enabling AI clients to query drug-gene interaction data.

MCP server for the Outline knowledge base and document management tool.

Perform advanced memory forensics analysis using Volatility3 via a conversational interface. Requires user-specified memory dump files.

Generate and edit raster/vector images, vectorize, remove/replace backgrounds, and upscale using the Recraft AI API.

Provides structured data for shadcn/ui components, including descriptions, installation instructions, usage examples, and props.

An MCP server for executing shell commands, requiring Node.js 18 or newer.

Run Postman collections using Newman, with support for environment and global variables.

An MCP server for interacting with Home Assistant. Requires HA_URL and HA_TOKEN environment variables.

A GitHub Action that functions as a Slack MCP server, enabling secure image downloads and integrations with Slack.

Interact with the Moralis Web3 API to access blockchain data and services.

Fetches Rust crate READMEs, metadata, dependencies, and usage information from crates.io.

Convert Figma designs into React Native components.

Search for academic articles from scholarly vendors.

Provides semantic search across local files by creating vector embeddings from watched directories.

Allows AI to interact with Microsoft Access databases, supporting data import and export via CSV files.

An MCP server for programmatic control of smartscreen.tv displays via HTTP and MCP commands, with YouTube integration.

A server for managing sequential development tasks with configurable rules using external .mdc files.

A server for browser automation using Google Chrome, based on the MCP framework.

A collection of MCP servers for Claude Desktop, providing access to network tools, code linters, and Proxmox virtualization management.

An MCP service for device communication and PWM control via the MQTT protocol.

A simple note storage system with a custom note:// URI scheme, allowing users to add and summarize notes.

Fetches and converts website content to Markdown with AI-powered cleanup, OpenAPI support, and stealth browsing.

Interact with Wizzypedia through the MediaWiki API, supporting both read-only and authenticated operations.

Provides access to the Lucide icon library for use in LLM and agentic applications.

Interact with the Unstructured API to manage data sources, destinations, workflows, and jobs.

An MCP server for interacting with Obsidian notes. Requires the OBSIDIAN_VAULT_PATH environment variable to be set.

A comprehensive toolkit for AI-driven development, offering file system operations, code analysis, execution, web searching, and system information retrieval.

Interact with the Salesforce API using jsforce, requiring username and password for authentication.

A web search and content extraction tool using the Firecrawl API for advanced web scraping, searching, and content analysis.

Visualize directory structures with real-time updates, configurable depth, and smart exclusions for efficient project navigation.

Manage MongoDB Atlas projects, including cluster creation, user management, and network access configuration.

Send notifications to Slack channels using webhook URLs.

A persistent memory system for MCP using libSQL, providing vector search and efficient knowledge storage.

Interact with Alchemy's blockchain APIs to query data without writing code.

A web search server that integrates with the Exa API to perform basic and advanced searches.

An AI-powered Bazi calculator providing precise data for personality analysis and destiny forecasting.

An MCP server implementation for interacting with Azure Health Data Services FHIR.

A proxy server that combines multiple MCP servers into a single endpoint, routing requests to the appropriate underlying server.

Edit the mcp.json configuration file for tools like AWS Q Developer and Claude Desktop.

Performs web searches using the Gemini Web Search Tool via the local gemini-cli.

Query 24-hour weather forecasts and city information by city name or coordinates.

Interact with the Alpaca trading API for stock trading, account management, and market data using LLMs.

Provides Chinese Tung Shing (almanac) data, including calendar conversions, auspicious activities, and traditional metaphysical elements.

A server that enables LLMs to connect and interact with databases via JDBC, built using the Spring AI MCP framework.

Retrieves relevant code snippets and documents to assist in generating PyMilvus code, requiring a running Milvus instance.

An agent-based tool for web search and advanced research, including analysis of PDFs, documents, images, and YouTube transcripts.

Interface with SIEMENS PLC S7-1500/1200 using their JSON-RPC 2.0 API, exposing PLC functionalities as MCP tools for programmatic interaction.

Performs deep web searches for information using the Tavily API.

Enhances large language models with protein structure analysis capabilities, including active site analysis and disease-protein searches, by connecting to the RCSB Protein Data Bank.

Create secure tunnels to expose local servers to the internet using untun.

An experimental MCP server that uses the ast-grep CLI for code structural search, linting, and rewriting.

Attaches to existing browser sessions using the Chrome DevTools Protocol for automation and interaction.

A server for managing PostgreSQL databases, enabling comprehensive database operations.

An MCP server providing searchable access to multiple AI/ML SDK documentation and source code.

Integrates with the Productboard API, offering 49 specialized tools to manage all major Productboard functionalities.

An MCP server for interacting with the Warpcast social network.

Schedule meetings in Microsoft Outlook using the Microsoft Graph API.

MCP server and client for MinIO object storage, configured via environment variables.

A simple, self-contained notes system with resources, tools, and prompts, implemented as an MCP server.

Manage Azure Cloud PCs using the Microsoft Graph API.

Interact with your Shopify store's data using the GraphQL API.

A simple demonstration of the MCP Python SDK.

An email processing server that uses MongoDB for semantic search and SQLite for efficient storage and retrieval.

Perform basic video editing operations using natural language commands. Requires ffmpeg to be installed.

Access Google Analytics 4 (GA4) data using the Model Context Protocol.

Converts Markdown to styled PDFs using VS Code's markdown styling and Python's ReportLab.

Execute pre-configured and secure shell commands via a Go-based MCP server.

Tools for logging, analyzing, and improving Claude Desktop prompts to enhance prompt engineering skills.

Migrate JavaScript files to TypeScript with customizable conversion rules.

Send SMS messages using the Aligo SMS API.

Analyzes Unreal Engine source code to provide context for AI assistants.

Interact with the Taiga project management platform through an MCP bridge, allowing AI tools to manage project resources.

Provides AI assistants with controlled access to the Auth0 Management API for tenant management, enforcing security and least-privilege access.

An AI-powered interface for managing the Dokploy infrastructure platform.

Extracts basic chemical information about drugs and compounds from the PubChem API.

Search for news articles using the Naver News API. Requires Naver News API credentials.

Retrieve logs from the Mezmo observability platform.

A sound tool for MCP-compatible IDEs like Cursor. Plays sounds for events like completion, error, and notification.

Manages Infrastructure as Code (IaC) operations using Ansible and Terraform. Requires external tools and manual setup.

Integrates with Microsoft SharePoint, allowing interaction with documents, folders, and other SharePoint resources.

Search for messages and files within a Slack workspace using the Slack API.

Search for and run Yeoman generator templates programmatically.

MCP server for interacting with the Ordiscan API to query Bitcoin ordinals and inscriptions. Requires an Ordiscan API key.

Access weather station data, observations, and forecasts using the WeatherXM PRO API.

A tool for bold and unconventional problem-solving, generating unique solutions by branching and tracking thoughts.

AI tools for web scraping, crawling, browser control, and web search via the Oxylabs AI Studio API.

A Next.js-based MCP server with OAuth 2.1 authentication support using Google as the default provider. Requires a PostgreSQL database and optionally Redis for SSE transport.

A server for interacting with the Beeper communication network.

A server for browser automation using Playwright, providing powerful tools for web scraping, testing, and automation.

Integrates with the Stability AI API for image generation, editing, and upscaling.

Access real-time and historical token, wallet, and trading data from the Solana ecosystem via the Solana Tracker API.

A starter template for building Model Context Protocol (MCP) servers, designed for UI libraries and component registries.

Integrate with Salesforce to perform actions like testing connections and running queries.

Manage Terraform Cloud infrastructure using natural language via its API.

Integrates Galley's GraphQL API with MCP clients. It automatically introspects the GraphQL schema for seamless use with tools like Claude and VS Code.

Search and run capsules, execute pipelines, and manage data assets on the Code Ocean platform.