Discover Awesome MCP Servers

mcp-analytics

MCP server for pairs trading based on cointegration with anti-lookahead guarantees and realistic costs; provides tools for cointegration testing, backtesting, walk-forward validation, and risk management.

pdf-chart-parser

An MCP server that extracts energy-usage charts from utility-bill PDFs, returning structured time-series data and annotated images.

Sleeper Fantasy MCP

Enables comprehensive Sleeper Fantasy Football integration with Claude, providing real-time player projections, historical performance analytics, league management, and waiver wire analysis. Supports advanced NFL metrics, lineup optimization, and matchup analysis for fantasy football decision-making.

uk-schools-mcp

MCP server providing access to comprehensive UK school data from official government sources, including search, details, near-postcode, comparisons, Ofsted ratings, and DfE education datasets.

AlphaGenome MCP Server

Enables AI-powered genomic variant analysis including variant impact prediction, regulatory element discovery, and batch variant scoring. Currently operates in mock mode as a proof-of-concept awaiting the public release of Google DeepMind's AlphaGenome API.

APK Security Guard MCP Suite

Integrates multiple Android APK security analysis tools into MCP standard APIs for automated static and dynamic analysis and vulnerability detection.

MLX Whisper MCP Server

Local MCP server for MLX Whisper transcription

FastMCP Server Template

A production-ready MCP server template that enables developers to quickly build and deploy MCP servers with dynamic tool/resource loading, YAML-based prompts, and seamless OpenShift deployment. Supports both local development with hot-reload and production HTTP deployment with optional JWT authentication.

markdown-new-mcp

Convert PDF, DOCX, XLSX, images, and 20+ formats to Markdown using markdown.new API.

GCP Sales Analytics MCP Server

Enables querying both Google Cloud SQL (PostgreSQL) and BigQuery public datasets through an AI agent that automatically routes questions to the appropriate data source for sales and e-commerce analytics.

TinyMCP

A lightweight MCP router for FastAPI that enables adding MCP tools to FastAPI applications with ease.

Deezer 1 MCP Server

Enables access to the Deezer 1 API through MCP protocol. Requires API key authentication and supports integration with Cursor and Claude Desktop for interacting with Deezer services.

Rust MCP Stdio Server Test

unofficial SDK for MCP servers in Rust

null-trust-score

Enables AI agents to query trust scores and security reviews for MCP servers before connecting, helping assess safety via a composite score and letter grade.

MCP Dataverse Server

Enables CRUD operations and schema exploration on Microsoft Dataverse databases using service principal authentication. It allows users to query records with OData filters, manage table entries, and retrieve metadata through a standardized MCP interface.

Midjourney Best Experience MCP Server

An MCP server that provides access to the Midjourney Best Experience API for generating and manipulating images. It enables users to execute prompts and perform actions like upscaling, variations, and zooming directly within MCP-compatible applications.

mcp-gtm-hiring-signal-scraper

Detects hiring intent signals by scanning job boards for specific companies. Returns structured role data for outbound sales targeting.

Pinako AI Bridge

Pinako AI Bridge is the MCP server that connects Pinako, a Chromium extension for tab, window, library, and bookmark management, to local AI clients including Claude Desktop, Claude Code, Cursor, Windsurf, Cline, Roo Code, and Continue.dev. The real payoff comes when you already use a desktop AI client: because the bridge runs inside that client alongside its other connect

claude-colab

Enables Claude Code to execute shell commands, Python code, and file transfers on a Google Colab T4 GPU via an MCP server, bridging the GPU gap for AI coding agents.

M-Team MCP Server

Enables AI assistants to interact with the M-Team private torrent tracker API for searching resources, retrieving torrent details, and downloading torrent files. It provides a bridge for Model Context Protocol clients to manage and access private tracker content through natural language.

freee-hr-mcp

Enables managing freee HR operations like employee data, attendance, leave, and approvals through natural language in MCP-compatible clients such as Claude Desktop.

TEST MCP USDT MCP Server

Enables AI agents and LLMs to interact with the TEST MCP USDT API through standardized tools using the Model Context Protocol. It provides a containerized environment for executing USDT-related API operations and asynchronous tool handling.

reaper-mcp

A comprehensive MCP server that enables AI assistants to control REAPER DAW for mixing, mastering, MIDI composition, and full music production workflows with 130 tools.

Dependency Checker MCP Server

Enables security scanning for npm dependencies by checking manifest and lockfiles against the OSV.dev and Socket.dev vulnerability databases. It provides tools to detect vulnerabilities in specific packages and retrieve detailed technical reports for identified security issues.

code-index-mcp

Rust-native code index MCP server with first-class 1C:Enterprise (BSL) support. Static binary, no runtime — 25 MCP tools (18 universal + 7 BSL-specific), tree-sitter AST for 10 languages, federation across multiple repos.

@tscafejr/mcp

A collection of MCP servers distributed as a single npm package, including mcp-visualizer which uses Puppeteer for screenshots, typing, and network/console diagnostics on any web framework.

Detox MCP

Integrates the Detox mobile testing framework with Claude, enabling test execution, configuration management, code generation, and device management for React Native E2E testing.

mdnlookup

Enables searching and summarizing MDN Web Docs documentation directly from MCP-compatible clients. Allows developers to quickly retrieve concise documentation summaries for web technologies without leaving their workflow.

Expense Tracker MCP Server

An AI-powered financial management engine that enables budgeting, smart expense tracking, and affordability analytics via the Model Context Protocol. It allows AI assistants to interact with financial data through natural language for tasks like category detection, bulk expense ingestion, and budget impact predictions.