Discover Awesome MCP Servers

DocuMind MCP Server

A Model Context Protocol server that analyzes and evaluates GitHub README documentation quality using advanced neural processing, providing scores and improvement suggestions.

Textwell MCP Server

Integrates Textwell with the Model Context Protocol for facilitating text operations such as writing and appending text through a GitHub Pages bridge.

MCP Alchemy

Connects Claude Desktop directly to databases, allowing it to explore database structures, write SQL queries, analyze datasets, and create reports through an API layer with tools for table exploration and query execution.

MCP Source Tree Server

Generates a JSON file tree from a specified directory's 'src' folder, adhering to '.gitignore' rules, allowing for quick project structure review in Claude.

MATLAB MCP Server

Integrates MATLAB with AI to execute code, generate scripts from natural language, and access MATLAB documentation seamlessly.

MCP Server: SSH Rails Runner

Enables secure remote execution of Rails console commands over SSH for read-only operations, mutation planning, and executing approved changes in a deployed Rails environment.

ConsoleSpy

A tool that captures browser console logs and makes them available in Cursor IDE through the Model Context Protocol (MCP).

Binary Reader MCP

A Model Context Protocol server for reading and analyzing binary files, with initial support for Unreal Engine asset files (.uasset).

Gel Database MCP Server

A TypeScript-based MCP server that enables LLM agents to interact with Gel databases through natural language, providing tools to learn database schemas, validate and execute EdgeQL queries.

Code MCP

An MCP server that provides tools for reading, writing, and editing files on the local filesystem.

Model Control Plane (MCP) Server

A server implementation that provides a unified interface for OpenAI services, Git repository analysis, and local filesystem operations through REST API endpoints.

MCP Pytest Server

A Node.js server that integrates with pytest to facilitate the ModelContextProtocol (MCP) service tools, enabling test execution recording and environment tracking.

Blender MCP Server

A Model Context Protocol server that allows management and execution of Blender Python scripts, enabling users to create, edit and run scripts in a headless Blender environment through natural language interfaces.

Node Omnibus MCP Server

A comprehensive Model Context Protocol server that provides advanced Node.js development tooling for automating project creation, component generation, package management, and documentation with AI-powered assistance.

kubernetes-mcp-server

A powerful and flexible Kubernetes MCP server implementation with support for OpenShift.

Unreal Engine Code Analyzer MCP Server

MCP server for Unreal Engine 5. Contribute to ayeletstudioindia/unreal-analyzer-mcp development by creating an account on GitHub.

ElevenLabs Text-to-Speech MCP

Contribute to georgi-io/jessica development by creating an account on GitHub.

Code Snippet Server

Contribute to ngeojiajun/mcp-code-snippets development by creating an account on GitHub.

Solana Agent Kit MCP Server

A Model Context Protocol server that enables Claude AI to interact with the Solana blockchain through a standardized interface, providing tools for transactions, account queries, and wallet management.

Perplexity MCP Server

A Node.js implementation that enables Claude to interact with Perplexity AI's language models through Anthropic's Model Context Protocol, providing tools for advanced chat completions and quick queries.

MCP Image Placeholder Server

This server generates placeholder image URLs from various providers, supporting input validation and integration with desktop applications like Claude and Cursor.

Modes MCP Server

The Modes MCP Server allows for comprehensive management and control over custom operational modes, supporting full CRUD operations, schema validation, and real-time configuration changes for enhanced mode management.

JSON MCP Server

A Model Context Protocol server implementation that enables LLMs to query and manipulate JSON data using JSONPath syntax with extended operations for filtering, sorting, transforming, and aggregating data.

Coding Standards MCP Server

Provides tools for accessing coding style guidelines and best practices for various technologies including Java, Python, and React.

Penrose MCP Server

Facilitates the creation of mathematical diagrams using natural language through Penrose's domain-specific languages, allowing for the definition of mathematical types, relationships, and visual representation rules.

Microsoft SQL Server MCP Server

A Model Context Protocol server that enables secure interaction with Microsoft SQL Server databases, allowing AI assistants to list tables, read data, and execute SQL queries through a controlled interface.

Jenkins MCP

Enables managing Jenkins operations like listing jobs, triggering builds, and checking build statuses through a configurable MCP server.

Supabase MCP Server

Enables querying Supabase databases and generating TypeScript types through the Model Context Protocol interface, supporting features like schema selection, column filtering, and pagination.

Linear MCP Server

A Model Context Protocol server that integrates with Linear, enabling AI assistants to create, update, search, and comment on issues for project management and issue tracking.