Awesome MCP Servers

Put performance and error data directly in the hands of your AI assistant.

Access financial market data: realtime & historical stock, ETF, options, forex, crypto, commodities, fundamentals, technical indicators, & more

A GDB/MI protocol server based on the MCP protocol, providing remote application debugging capabilities with AI assistants.

An MCP server that enables LLM clients to interact with GDB for debugging and binary analysis.

Integrates Google's Gemini for advanced codebase analysis, web search, and processing of text, PDFs, and images.

Integrates with the unofficial Google Gemini CLI, allowing file access within configured directories.

An MCP server and CLI wrapper for Google's Gemini CLI, featuring OAuth authentication support.

A RAG-based Q&A server using a vector store built from Gemini CLI documentation.

Generate images using Google's Gemini API.

Generate high-quality images from text prompts using Google's Gemini model.

Image generation using Google's Gemini API.

Generate high-quality images using Google's Imagen 3.0 model via the Gemini API.

An MCP server that orchestrates Google Gemini and Claude Code models via the OpenRouter API.

An MCP server for interacting with Google's Gemini models through the Gemini CLI.

A server for integrating with the Google Gemini CLI to perform AI-powered tasks.

A client for Google's Gemma-3 model that enables function calling through MCP.

The ultimate open-source server for advanced Gemini API interaction with MCP, intelligently selects models.

Intelligent code versioning (snapshots) and automatic documentation generator. With CLI, REST API, and MCP support.

A generic server to interact with any REST API, allowing you to query data, create items, and call methods.

A server that uses a Genetic Algorithm to solve maximization problems.

Converts a USER-STORIES.md file into README, ROADMAP, and SYSTEM-ARCHITECTURE documents for the GenSpec workflow.

Gentoro generates MCP Servers based on OpenAPI specifications.

Retrieves user geolocation information using EdgeOne Pages Functions and exposes it via the Model Context Protocol (MCP).

Retrieves user geolocation information using EdgeOne Pages Functions and integrates it with large language models via MCP.

An MCP server for the gget bioinformatics library, enabling standardized access to genomics tools and databases.

Generates AI images and videos using the GPT4O Image Generator API.

Exposes binary analysis data from Ghidra, including functions and pseudocode, to LLMs.

Enables LLMs to autonomously reverse engineer applications by exposing core Ghidra functionality.

An embedded MCP server for Ghidra, exposing program data and reverse engineering functionalities.

An MCP server for the Ghost blogging platform with Server-Sent Events (SSE) transport support.

An MCP server for the Ghost blogging platform with Server-Sent Events (SSE) support.

Injectable MCP server for AI-driven reverse engineering inside processes