Browse 29,108 community-built MCP servers
AST-based code navigator. Analyzes callers, callees, and dependencies via tree-sitter.
Enables integration with financial transaction data through REST APIs, PostgreSQL databases, and document storage systems. Demonstrates agentic AI capabilities by connecting to Alpha Vantage API and managing financial data through natural language interactions.
Generate changelogs and suggest semver bumps from git history
Exposes CDISC standards data including SDTM, ADaM, CDASH, and Controlled Terminology as tools for AI assistants via the CDISC Library API. It enables users to search standards, retrieve domain variables, and access codelist definitions to facilitate clinical research data management.
Connects to PleaseRemind.com to allow read and write access to all your reminders.
A Model Context Protocol server that enables users to control and interact with Google Colab instances via a reverse proxy. It supports executing shell commands, running persistent Python code, and monitoring system resources like CPU, GPU, and RAM.
A financial data API server that provides verified SEC EDGAR and FRED data with machine-readable citations and consistency scores to ensure zero-hallucination data retrieval for AI agents.
An AI-driven integration server that enables natural language control of Adobe Photoshop through the Model Context Protocol. It automates design workflows by facilitating smart asset slicing, layer analysis, and the future generation of UI code from design files.
Enables checking npm packages for known security vulnerabilities using the OSV API before installation. Supports both single package checks and bulk vulnerability scanning for multiple packages at once.
A demo MCP server that exposes product catalog and order management APIs through Azure API Management, allowing AI assistants to interact with backend services via standardized tools.
A comprehensive MCP server providing full communication with the Headlesshost platform API for managing content sites, staging, analytics, and system administration.
A Windows-based MCP server that enables the insertion of native Zotero citations and bibliographies into Microsoft Word desktop documents. It ensures references remain fully compatible with the official Zotero plugin for dynamic refreshing and ongoing manual maintenance.
A comprehensive suite of 12 revenue acceleration tools designed for deal strategy, sales enablement, and B2B methodology execution. It assists sales teams with everything from account planning and ROI calculations to discovery questions and competitive positioning.
Generating Tableau Prep data flow (.tfl) files
A specialized Home Assistant MCP server for granular light control and scene management, featuring RGB/Kelvin support and specific fixes for IKEA Tradfri devices.
A comprehensive analysis server that extracts and queries cross-repository knowledge including type definitions, service dependencies, and infrastructure configurations. It generates architectural diagrams and identifies shared data contracts across large developer organizations.
A Node.js MCP server providing real-time cryptocurrency data from the CoinGecko API, including prices, market rankings, and trending assets.
This leverages the official source of government spending data USASPENDING.gov. Which enables one to track government spending over time, search government spending by agency, explore government spending to communities, and much more.
Dynamic QR code MCP server for AI agents — create, update, track QR codes
MCP (Model Context Protocol) Server. Comprehensive Magic: The Gathering card database with rules, combos, and Commander deck generation
12 MCP tools for DeFi risk & compliance on Arbitrum: token risk scoring, protocol health, contract verification, stablecoin risk, whale monitoring, DEX liquidity, and compliance screening.
Token usage tracker for OpenAI and Claude APIs with MCP (Model Context Protocol) support.
A privacy-focused local memory server that provides long-term semantic storage and retrieval for AI agents using SQLite and ChromaDB. It enables LLMs to persist and query text, chat histories, and PDF documents across sessions through the Model Context Protocol.
A containerized MCP (Model Context Protocol) server that provides a simple calculator tool for adding two numbers, deployable to Kubernetes/EKS environments.
Best VoiceAI White Label Platform for Agencies with Full MCP Connectivity to Any Platform for Custom VoiceAi & AI Chat Integrations and You Keep 100% of the Profits
MCP Security Framework for Agentic AI — real-time proxying, behavior analysis, and malicious tool detection
A Model Context Protocol server implementation that enables browser automation through standardized MCP clients, supporting features like navigation, element interaction, and screenshots across Chrome, Firefox, and Edge browsers.