Discover Awesome MCP Servers

NervusDB MCP Server

Enables building and querying code knowledge graphs for project analysis, with tools for exploring code relationships, managing workflows, and automating development tasks. Integrates with Git and GitHub for branch management and pull request creation.

MCPy

A next-generation Minecraft server engine built with Python and Cython, aiming to deliver exceptional performance and flexibility through advanced scientific computing libraries and optimized architecture.

Jenkins MCP Server

Enables AI assistants to interact with Jenkins CI/CD systems through natural language, providing build management, job monitoring, log analysis, and debugging capabilities.

FenderStudioProMCP

An MCP server that turns PreSonus Studio One into an AI-controllable DAW, enabling production workflows like editing, MIDI manipulation, mixing, effects, and export through an LLM.

roshan-alefba-mcp

A self-hostable MCP server that exposes Roshan AI's Alefba OCR service as tools, enabling document reading, page extraction, status polling, and export to PDF/Word/Excel for Persian, Arabic, and English text.

RSK MCP Server - Rootstock Blockchain Tools

Enables AI clients to interact with the Rootstock (RSK) blockchain through wallet management, balance queries, token transfers, smart contract deployment and verification, and transaction tracking operations.

embedcalc-mcp

MCP server providing embedded engineering calculators and code generators as tools for AI agents, enabling precise, deterministic embedded math and C code generation.

Custom Google Workspace Server

Enables AI agents to create and append to Google Docs and Sheets through MCP, including matrix-based row writes and dynamic text injection into document bodies.

Garmin Connect MCP

A Model Context Protocol server that integrates Garmin Connect data with LLMs to provide personalized running analysis and training plans. It enables users to monitor performance metrics, manage training loads, and receive data-driven workout suggestions based on health indicators like VO2 Max and recovery status.

MCP PostgreSQL Read-Only Server

Enables secure read-only access to PostgreSQL databases through SELECT queries only, with tools for exploring schemas, listing tables, and executing common queries while preventing any data modification operations.

rustchain-mcp-server

Enables AI agents to interact with the RustChain blockchain, including checking node health, querying wallet balances, listing miners, retrieving epoch information, and browsing open bounties.

rndocs

Search and read React Native documentation offline from the terminal.

MCP-SERVER

Exposes a Posts & Comments API as MCP tools over Streamable HTTP, enabling CRUD operations on posts and comments with validation.

MTDevKit

An MCP server that scaffolds Flutter projects from a custom clean-architecture Bitbucket template, enabling AI agents to create, list, and inspect Flutter projects via natural language.

Debug MCP

An intelligent debugging assistant that automates the debugging process by analyzing bugs, injecting HTTP-based debug logs into code across multiple environments (browser, Node.js, mobile, etc.), and iteratively fixing issues based on real-time feedback.

zsvirt-mcp-server

Enables natural language discovery, inspection, and execution of ZStack's 2000+ cloud management APIs, plus searching and retrieving monitoring metrics, with read-only safety controls and multi-tenant authentication support.

AiDD MCP Server

Provides AI-driven development tools including file system operations, multi-language code analysis with tree-sitter, Git operations, code execution, and system information retrieval.

Tandoor MCP Server

Enables interaction with the Tandoor Recipe Manager via the Model Context Protocol. It allows users to search and create recipes, manage meal plan entries, and update shopping list items through natural language.

debug-recorder-mcp

Local-first debug memory for MCP clients. Record incidents, commands, failed attempts, successful fixes, diagnostics, and searchable debugging history in SQLite.

YouTube MCP Server

Enables interaction with YouTube via MCP, including search, transcript retrieval, trending videos, and AI community discovery.

mcp-tool-chain-optimizer

Analyzes multi-step AI agent tool chains to compute success probability, identify bottlenecks, and suggest better execution orders, enabling more reliable agents via local pure-math computation.

MNS MCP Manager

Uma ferramenta de gerenciamento para o Alibaba Cloud Message Service (MNS) implementada através do framework MCP, permitindo que os usuários criem, excluam, enviem mensagens para e recebam mensagens de filas MNS através da configuração do MCP Host.

Accessibility MCP

Audits web pages for WCAG 2.2 AA accessibility aligned with the GOV.UK standard using axe-core and headless Chromium, returning structured JSON, markdown reports, and GDS compliance summaries.

Minecraft Plugin Documentation MCP Server

This MCP server assists Minecraft Java plugin developers by providing dependency documentation lookups, version checking, and automated scanning for Gradle and Maven projects. It supports popular APIs such as Paper, Spigot, and LuckPerms to streamline plugin development and workspace analysis.

Talkix MCP

Provides read-only access to Talkix dashboard indicators (conversations, response times, SLA, CSAT, funnel metrics) via MCP, supporting stdio and HTTP transport.

Azure SQL MCP Server

Enables querying, exploring, and interacting with Azure SQL databases through MCP-compatible clients like Claude Desktop.

filemaker-mcp

Enables AI assistants to query, analyze, and discover FileMaker database schemas via OData v4, with pandas-powered analytics for efficient data summaries.

Thisispaper MCP

Enables searching and retrieving curated architecture, design, photography, and art projects from the Thisispaper archive, with tools for project search, visual similarity, and full metadata.

Task Guardian MCP

A Model Context Protocol server for intelligent task management in AI-powered development environments, providing file-based storage, dependency management with cycle detection, and an interactive CLI.

video-extract-mcp

MCP server that turns video URLs into transcripts and important keyframes locally, with no cloud or API keys.