Browse 27,610 community-built MCP servers
An MCP server for deconstructing and analyzing Metal-Organic Framework (MOF) structures, including SBU and ligand identification, guest removal, and COF stacking analysis. It enables AI agents to perform automated chemical informatics and structural characterization on crystal structures via CIF files.
Jenkins MCP Server
Tamper-proof audit trail for AI decisions. 6 tools to record, verify, and export cryptographic proof chains via MCP.
A comprehensive PostgreSQL MCP server featuring 202 tools including a token-efficient Code Mode, supporting advanced extensions like pgvector, PostGIS, and pg_cron with enterprise-grade OAuth 2.1 security.
A comprehensive MCP server for Google Analytics 4 that provides 54 tools for advanced reporting, configuration management, and compliance across the Analytics Data and Admin APIs.
A comprehensive Rust code analysis server that provides syntax checking, workspace-wide symbol indexing, call graph generation, and automated code smell detection.
MCP (Model Context Protocol) Server. Formats Protocol Buffer (.proto) files with consistent indentation and standardized conventions for cleaner, more maintainable code
A comprehensive MCP server for Resend that enables AI assistants to manage email communications, domain verification, API security, and audience marketing workflows.
🚀 The most comprehensive GoHighLevel MCP server — 461+ tools covering the entire API. Self-host or get the managed solution at mcp.localbosses.org
STOMP — MCP server for the Apple App Store Connect API. 162 tools for managing iOS/macOS apps, TestFlight, builds, in-app purchases, subscriptions, certificates, App Store submissions, analytics, Game Center, Xcode Cloud, and more.
MCP server that connects AI compute usage to verified ecological credit retirement on Regen Network. Estimate your session footprint, browse carbon and biodiversity credits, and retire them on-chain via credit card.
A specialized MCP server for trading perpetual futures on Solana via Jupiter. It provides comprehensive tools for real-time market data, technical analysis indicators, portfolio tracking, and automated position execution with built-in fee estimation.
MCP (Model Context Protocol) Server. Provides current time information through a lightweight Node.js service that can be deployed via Docker or managed with PM2.
An MCP server that provides access to AssemblyAI's transcription services, enabling AI assistants to transcribe audio files from URLs or local paths and manage transcription jobs.
A specialized browser automation MCP server designed for UI designers and developers to extract, analyze, and clone front-end code with high precision using Playwright.
A GitHub API integration server using the Model Context Protocol (MCP) with Server-Sent Events (SSE) transport for managing issues, pull requests, and repositories.
A tool that enables AI agents to control and automate web browsers, deployable as an MCP server on Heroku for integration with clients like Claude Desktop.
A FastMCP-based MySQL server that enables secure read-only interaction with databases through SELECT queries and schema exploration.
Suno AI music generation with custom lyrics, song extension, cover/remix creation, lyrics generation, and persona management for reusable voice styles.
MCP (Model Context Protocol) Server. Compares entities using syntactic and semantic methods to determine if differently formatted records refer to the same real-world entity, ideal for data deduplication and customer record matching.
A unified interface for the Stacks Bitcoin Layer 2 DeFi ecosystem, providing over 144 tools for lending, trading, and staking across protocols like ALEX, Arkadiko, and Velar.
MCP server for App Store Connect & Google Play Console — iOS/Android app management
A CLI tool built with NestJS for scaffolding and running Model Context Protocol servers, featuring built-in examples for resources, tools, and prompts.
A low-level MCP server providing direct access to the Chrome DevTools Protocol (CDP), allowing for flexible browser automation, screen capture, and raw command execution.
A base MCP server implementation using FastMCP that provides examples for greeting users and fetching live weather data from OpenWeatherMap via the Gemini CLI.
An MCP server that parses Douyin video links and provides deep automated content analysis, summaries, and structured outlines using the Doubao Vision AI model.
A robust web extraction tool that utilizes customizable CSS selectors and recursive crawling to pull structured content from web pages directly into an AI assistant.
An MCP server that enables direct control of remote devices and IoT hardware through SSH and serial/UART port access, supporting command execution, file transfers, and automated serial sequences.
AI memory system for Claude Code - Three-layer architecture with semantic search, knowledge graphs, and intelligent retrieval
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