Browse 29,862 community-built MCP servers
A powerful search interface that connects AI assistants to Exa AI's neural search engine for real-time web crawling, deep research, and specialized code search across billions of repositories.
A secure Model Context Protocol server that enables LLMs to perform natural language data analysis and execute SQL queries against AWS Athena with built-in security layers and data redaction.
A semantic search MCP server that indexes documentation and local repositories into a ChromaDB vector database using OpenAI embeddings for high-quality information retrieval.
A specialized MCP server for uploading files to Notion, offering both simple file uploads and an automated workflow to attach files directly to specific Notion pages.
Analyze any company's identity. Get a Soul Score, dimension scores, a soul.md, and recommendations.
A hierarchical tool orchestrator that exposes a single entry point to prevent context overflow while internally managing over 100 specialized MCP tools using a more cost-effective LLM.
An MCP server that surfaces Claude's reasoning chain as scannable plan abstracts and persists educational insights
Provides access to JW.org content including Christian Life and Ministry workbook materials, Watchtower study articles, and video captions with subtitles across multiple languages.
Search, lookup, map, and navigate OMOP medical vocabularies via AI agents
A TypeScript client and MCP bridge for the Neemee personal knowledge management system, allowing AI models to manage notes, notebooks, and metadata via HTTP or STDIO transports.
A FastAPI-based server that enables executing SQL queries, managing database connections, and retrieving analytics reports through MCP-integrated endpoints. It allows users to interact with database schemas, performance metrics, and access logs using structured queries.
A robust browser automation server that manages a pool of Puppeteer tabs, featuring concurrent execution, auto-recovery, and idle timeouts for efficient web scraping and interaction.
MCP server for Coda.io — docs, pages, tables, rows, formulas, and automations.
Arch MCP provides three main capabilities: * Access to Arch Wiki, AUR packages, official repos, and installed packages * Search, analyze, and securely install packages with built-in 50+ safety checks * Guided workflows for troubleshooting, security audits, and dependency analysis
Free AI citation readiness checker powered by Cited By AI's CPS® framework. Instantly scores any website 0-100 across structured data, meta tags, content quality, technical config, and AI signals. Returns a grade (A-F) and the top issues blocking AI citation in ChatGPT, Claude, Perplexity, Gemini, and Copilot. No auth required.
MCP server for full Home Assistant control — dashboards, files, automations, add-ons, and more
Enables comprehensive Slack workspace automation and management through the Slack API. Supports messaging, channel management, analytics, file uploads, polls, user management, and advanced features like scheduled messages and bulk operations.
A mock MCP server for testing MCP client implementations and development workflows. Supports tools, prompts, and resources across multiple transport protocols (stdio, HTTP, SSE).
A comprehensive TypeScript boilerplate for building MCP servers, featuring example tools for calculations and weather, along with system information resources.
A comprehensive automation server for browser testing that uses Playwright to perform end-to-end testing, including form interaction, network monitoring, and visual verification.
Enables e-commerce shop owners to query their business data using natural language through local AI models. Provides secure, privacy-focused access to sales reports, inventory management, customer analytics, and order data without sending sensitive information to external services.
MCP server for the FortiMonitor v2 monitoring API. 241 tools across 33 modules covering server management, outage monitoring, maintenance windows, metrics, notifications, cloud monitoring, SNMP, dashboards, reporting, and more. Unofficial community project, not affiliated with Fortinet. Python, MIT license, Docker and local deployment supported.
Intelligently extracts and analyzes website logos from multiple sources (favicon, Apple Touch icons, OpenGraph, CSS) with automatic quality scoring and format support. Provides detailed logo information and returns the best logo URL for any given website.
MCP server that exposes RS485 bus connectivity for reading and writing serial data
Enables intelligent analysis of regression test failures and automatic discovery of solutions in JIRA. Analyzes test logs using AI-driven algorithms and matches errors with relevant JIRA issues through natural language interactions.
Implements a Model Control Protocol server integrated with Google Gemini LLM, providing a flexible framework for building AI-powered applications.
Enables interaction with ZenTao project management system through RESTful API v1. Supports bug tracking, project/product management, and automated token authentication for seamless integration.