MCP Library

A Python package with utilities and helpers for building MCP-compliant servers, often using Flask and Redis.

A Text-to-Speech server that integrates with an external VOICEVOX engine.

Generate memes using the ImgFlip API. Requires ImgFlip account credentials.

A multi-model agent for managing tasks across various platforms, requiring API keys for different AI models.

Access Jina AI's web services for web page reading, web search, and fact-checking. Requires a Jina AI API key.

Access Outscraper's data extraction services for business intelligence, location data, reviews, and contact information from various online platforms.

Provides a sleep/wait tool to add delays between operations, such as waiting between API calls or testing eventually consistent systems.

A platform for creating and managing AI agents with specific personalities and simulating their responses. Requires a DeepSeek API key.

Provides access to supOS open APIs for querying topic structures, real-time and historical data, and executing SQL queries.

Interact with the Solana blockchain to check balances, send SOL, and airdrop SOL.

Interact with Google Docs and Google Drive for document creation, editing, and file management.

AI-powered web scraping using the ScrapeGraph AI API. Requires an API key.

Connect to and interact with an Elasticsearch cluster directly from any MCP client using environment variables for configuration.

A lightweight plugin to list all files and folders on the current macOS user's desktop.

An MCP server for interacting with a MongoDB database.

Test web pages and HTML for accessibility issues and WCAG compliance using Axe-core and Puppeteer.

A lightweight, file-based server for managing and serving prompts via stdio.

Summarizes reviews for a specific location from Google Maps.

An open-source collaborative wiki and documentation software with AI integration via MCP.

A universal interface to manage and interact with all your MCP servers from a single point, using external configuration files for mappings and credentials.

Access GeoRanker's SEO and keyword research tools for advanced search engine optimization analysis.

Queries multiple Ollama models to combine their responses, offering diverse AI perspectives on a single question.

Provides secure access to Secret Network blockchain functionality, designed for deployment in Trusted Execution Environments (TEEs).

Performs complementary code analysis by combining Claude Code and Google's Gemini AI.

Search Android Vehicle Hardware Abstraction Layer (vHAL) documentation and source code from a local repository clone.

Access property data, valuations, and market statistics using the RentCast API.

A server for RAG-based document search and management using Qdrant vector database with Ollama or OpenAI embeddings.

An MCP server offering PureScript development tools for AI assistants. Requires Node.js and the PureScript compiler for full functionality.

An intelligent shipping assistant for managing shipments, requiring a ShipBoss API token.

A server to interact with the Uyuni Server API for infrastructure and configuration management.

Access the Codacy API to analyze code quality, coverage, and security for your repositories.

An AI-driven server for browser automation using natural language commands, implementing the Model Context Protocol (MCP).

Access PubChem's database for chemical compounds, substances, and bioassays.

Control your Spotify music playback through conversations using the Spotify API.

Trigger macOS notifications, sounds, and text-to-speech from an AI assistant.

Deploy a remote, authentication-free MCP server on Cloudflare Workers or locally via npm.

Integrates with Supabase to allow AI assistants to access and manage store data.

Access Chromium and PDFium source code repositories using Google's official CodeSearch APIs, supporting advanced search, Gerrit integration, and issue tracking.

A wrapper for OpenAI's built-in tools, enabling functionalities like web search and code execution. Requires an OpenAI API key.

Fetches and processes arXiv papers using LaTeX source for accurate equation handling.

Provides access to your iTerm session, requiring iTerm2 and Node.js.

Access the YouTrack REST API to manage projects and track issues in real-time.

A project management and session memory tool for AI agents to track projects, tasks, and context during chat sessions.

An MCP server for NocoDB, the open-source Airtable alternative. It allows interaction with your NocoDB instance via API.

Execute XPath queries on XML content.

Automate and control Android devices using the UIAutomator2 framework.

Access comprehensive documentation for Ant Design components, including examples, API references, and best practices.

Manage Smartlead campaigns, including creation, updates, and sequence management, using the Smartlead API.

A read-only MCP server for Slack by CData, enabling LLMs to query live Slack data. Requires the CData JDBC Driver for Slack.

Explore and interact with Swagger/OpenAPI specifications, allowing for browsing endpoints and retrieving details on API operations.

A knowledge management tool for code repositories using vector embeddings, powered by a local Ollama service.

A server for interacting with the Alpaca trading API. Requires API credentials via environment variables.

Integrates with Jenkins CI/CD systems for AI-powered insights, build management, and debugging.

Provides real-time access to documentation, library popularity data, and career insights using the Serper API.

Provides natural language access to relational databases using advanced language models, supporting multiple database types.

A natural language interface for single-cell RNA sequencing (scRNA-Seq) analysis using the CellRank toolkit.

An MCP server for Nextflow development and testing, which requires a local clone of the Nextflow Git repository.

Convert city names and locations into latitude and longitude coordinates using the free OpenStreetMap Nominatim API. No API key is required.

Manages AI agent handoffs with structured documentation and seamless task transitions.

Programmatically access and parse NOAA Electronic Navigational Charts (ENC) in S-57 format.

Advanced audio transcription and processing using OpenAI's Whisper and GPT-4o models.

An intelligent trading assistant that fetches live stock prices using the Yahoo Finance API.

A context insertion and search server for Claude Desktop and Cursor IDE, using configurable API endpoints.

A remote MCP server deployable on Cloudflare Workers without authentication.

Access UniProt protein information, including function and sequence data.

Recognize and extract text from handwritten documents using the Handwriting OCR service.

Check if an account or password has been compromised in a data breach using the Have I Been Pwned API.

A Model Context Protocol server built on Huawei Cloud services, providing secure and controlled cloud access for large AI models.

Integrates AutoCAD with large language models (LLMs) for natural language interaction. Requires AutoCAD 2018+ on Windows.

Interact with the Glide API to build applications from data sources like Google Sheets.

Exposes portfolio tracking tools for AI clients.

Integrate with Google Tasks to manage your to-do lists and tasks.

A sales automation system that integrates Gmail, Google Sheets, Streak CRM, Notion, and Google Drive into a unified workflow.

A GitHub-integrated project management server for Claude Desktop, requiring a personal access token.

A read-only MCP server for querying live Salesforce Einstein data using a CData JDBC driver.

An implementation of the Model Context Protocol (MCP) for communication between AI models and external tools, featuring server and client examples in Python and Spring Boot.

Access the ChEMBL chemical database for drug discovery, chemical informatics, and bioactivity research using specialized tools via its REST API.

Provides Optical Character Recognition (OCR) services using Google's Gemini API.

An MCP server using stdio transport, offering file system access, a calculator, and a code review tool. Requires Node.js.

An MCP server that gives Claude Desktop a maid personality, complete with a Japanese-accented voice, visual avatar, and speech recognition.

Search for scientific publications across ArXiv, ACL Anthology, HuggingFace Datasets, and Semantic Scholar.

Interact with the Productive.io API for project management and productivity tasks.

An MCP server that allows AI assistants to create and delete GitHub repositories. Requires a GITHUB_TOKEN for authentication.

Interact with Salesforce data using SOQL queries, SOSL searches, and CRUD operations via a TypeScript MCP server.

An LLM-powered server for automating unit, integration, E2E, and API tests.

A Rust template for creating MCP CLI servers, with support for JSON-based prompts, resources, and tools.

Manage GitHub issues as a Kanban board using the gh CLI.

A cognitive framework selector to help choose the right mental models and thinking frameworks for any situation.

Generate, render, and manipulate D2 diagrams with incremental editing capabilities.

Bridges AI coding assistants with Neovim's Language Server Protocol for AI-powered code intelligence and navigation.

Scrapes Google search results using a headless browser. Requires Chrome to be installed.

A server for storing and searching data in a VikingDB instance, configurable via command line or environment variables.

A server for generating version 7 universally unique identifiers (UUIDv7).

Interact with the Monad testnet, query blockchain data, and engage with the CoinflipGame smart contract.

Integrates the RSS3 API to query the Open Web.

Query the BuiltWith API to discover the technology stacks of websites. Requires a BuiltWith API key.

A bridge between AI assistants and VRChat using MCP and OSC, enabling AI-driven avatar control and interactions in virtual reality.

A bridge server connecting Claude Desktop with the chakoshi moderation API for content safety.

Connects AI models to WhatsApp Web using the Model Context Protocol (MCP) to automate and enhance interactions.

Enables secure, contextual AI interactions with Jenkins tools via the Model Context Protocol.

Search for pictures on Unsplash using the Unsplash API.

Access documentation from the Awesome-llms-txt repository directly in your conversations.

Download video and audio from various platforms like YouTube, Facebook, and TikTok using yt-dlp.

Provides read-only access to Apache Iceberg tables via Apache Impala, allowing LLMs to inspect schemas and execute queries.

Fetches horse racing news from the thoroughbreddailynews.com RSS feed.

Interact with an MCP registry to check health, list entries, and get server details.

Access and manage your Roam Research graph via its API.

Advanced text-to-image generation using the fal.ai Recraft v3 API.

Send emails using AWS Simple Email Service (SES). Supports plain text, HTML, CC, BCC, reply-to, and email scheduling.

Provides knowledge base search and dialogue completion using the Volcengine Knowledge Base service. Requires external credential configuration.

Generate images using Google's Gemini API.

Access the UniProt protein database with specialized bioinformatics tools for protein research, comparative genomics, and structural biology.

A tool for interacting with Jenkins CI/CD servers, requiring environment variables for configuration.

Performs morphological analysis on Japanese text using kuromoji.js.

Advanced text-to-image generation model using the fal.ai API. Requires a FAL_KEY environment variable.

An MCP server for the Gaggiuino open-source espresso machine, providing real-time local network access to machine status and shot data.

Interact with your local Obsidian vault using a REST API.

Analyze and visualize data from .xlsx and .csv files using matplotlib and plotly.

Fetch, extract, and process web and API content. Supports resource blocking, authentication, and Google Custom Search.

A Ruby gem providing secure Rails console access through MCP for AI agents and development tools.

An MCP server that provides system information, such as CPU and memory usage.

An MCP server for interacting with Azure Table Storage, requiring an Azure Storage connection string.

A tool for systematic problem-solving based on Claude Shannon's methodology, breaking down complex problems into structured thoughts.

An AI-native API testing platform for generating scenarios, executing tests, and analyzing results.

A server providing Playwright tools for browser automation and web scraping.

A server for Taiga project management, enabling advanced sprint and issue tracking.

A server for processing semantic embeddings, requiring external data files mounted via a Docker volume.

Provides natural language access to Brazilian treasury bond data from the Tesouro Direto API, allowing users to query market data and bond details.

Perform quantum computations using OpenAI and IBM Quantum APIs.

Find emails, phone numbers, company data, and LinkedIn URLs using the Hatch API.

Generate various UML diagrams from natural language or PlantUML code. Returns PlantUML code, image URLs, and saves diagrams locally.

Interact with the Meta Ads API to access, analyze, and manage advertising campaigns.

Access Bing Webmaster Tools data, including search performance, crawl statistics, URL submission, and keyword research.

A WordPress plugin that transforms a WordPress site into an MCP server, allowing direct access to its content.

Remote browser automation using the BrowserCat API.

Interact with Heroku Platform resources securely using the Heroku CLI. Requires the Heroku CLI and a valid API key.

Query a Neo4j graph database containing a knowledge graph of German family businesses.

Perform NCBI BLAST sequence similarity searches through natural language.

Generates Decent Sampler drum kit configurations.

A Chrome extension that integrates MCP tools with AI platforms like ChatGPT and Gemini, allowing users to execute tools and insert results directly into conversations.

An MCP server that dynamically loads tools from an external JSON file configured via an environment variable.

Interact with Speckle, the collaborative data hub that connects with your AEC tools.

A Model Context Protocol server that provides access to the connpass users API v2, utilizing Gemini for grounding.

Orchestration tool for managing multiple MCP servers with a Docker Compose-style interface and a unified HTTP proxy.

An MCP server for read-only interaction with the Nimiq blockchain.

Securely query and retrieve data from your ThoughtSpot instance.

Query Amazon Security Lake data using AWS Athena. Requires AWS credentials for access.

A lightweight, AI-powered end-to-end testing framework for CI workflows. Requires an OpenAI API key.

Connects a personal WhatsApp account to an AI agent using the WhatsApp Web multi-device API.

Access Composers' Desktop Project (CDP) sound transformation programs. Requires a separate CDP installation.