Discover Awesome MCP Servers

MCP Python Toolbox

A Model Context Protocol server that enables AI assistants like Claude to perform Python development tasks through file operations, code analysis, project management, and safe code execution.

GCP MCP

A Model Context Protocol server that enables AI assistants like Claude to interact with Google Cloud Platform environments through natural language, allowing users to query and manage GCP resources during conversations.

Shell MCP Server

A secure server that enables AI applications to execute shell commands in specified directories, supporting multiple shell types (bash, sh, cmd, powershell) with built-in security features like directory isolation and timeout control.

PDF to PNG MCP Server

A Model Context Protocol server that converts PDF documents into PNG images through a simple MCP tool call.

mcp-server-multiverse

A middleware server that enables multiple isolated instances of the same MCP servers to coexist independently with unique namespaces and configurations.

Ollama MCP Server

A bridge that enables seamless integration of Ollama's local LLM capabilities into MCP-powered applications, allowing users to manage and run AI models locally with full API coverage.

Cursor MCP Server

Facilitates integration with the Cursor code editor by enabling real-time code indexing, analysis, and bi-directional communication with Claude, supporting concurrent sessions and automatic reconnection.

MCP Code Analyzer

A comprehensive code analysis and management tool that integrates with Claude Desktop to analyze code at project and file levels, helping adapt changes to projects intelligently.

Argus

A Model Context Protocol tool for analyzing code repositories, performing security scans, and assessing code quality across multiple programming languages.

Android MCP Server

A server enabling programmatic control over Android devices through ADB, providing capabilities like screenshot capture, UI layout analysis, and package management that can be accessed by MCP clients like Claude Desktop.

MarkItDown MCP Server

Converts various file formats to Markdown using the MarkItDown utility and can be integrated with MCP clients for seamless document processing and conversion.

DependencyMCP Server

Analyzes codebases to generate dependency graphs and architectural insights across multiple programming languages, helping developers understand code structure and validate against architectural rules.

Claude-GAS-Bridge

A bridge server that connects MCP clients (like Claude Desktop) to Google Apps Script, allowing execution of GAS scripts through natural language interfaces.

Git MCP

MCP server for managing Git operations on local repositories, allowing users to list repositories, get and create tags, list commits, push tags, and refresh repositories through a standardized interface.

Trivy Security Scanner MCP Server

Provides Trivy security scanning capabilities through a standardized interface, allowing users to scan projects for vulnerabilities and automatically fix them by updating dependencies.

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.

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.

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.

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.