Awesome MCP Servers

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

Go-based SBOM, vulnerability, and secret scanner with MCP support.

Generate high-quality AI images with OpenAI's GPT-Image-1 model and save them directly to your local machine.

A Python-based MCP server that provides tools to get cat images, either as a direct PNG or a URL for Markdown display.

Find and decompile classes within Gradle dependencies.

Search dashboards, investigate incidents and query datasources in your Grafana instance

Access and manage Grafana resources, including dashboards, datasources, Prometheus, Loki, and alerting.

A server for querying Loki logs from Grafana.

An interactive graph analysis toolkit with web visualizations and AI-powered analysis capabilities.

Provides intelligent introspection and exploration capabilities for any GraphQL API.

Interact with GraphQL APIs using LLMs. Supports schema introspection and query execution.

A strongly-typed MCP server that provides seamless access to any GraphQL API.

Exposes GraphQL schema information to LLMs, allowing them to explore and understand the schema using specialized tools.

A Grey Hack server for Cursor IDE, providing GitHub code search, Greybel-JS transpilation, API validation, and script generation.

A MCP server for xAI's Grok API, providing access to capabilities including image understanding, image generation, live web search, and reasoning models.

A version-aware documentation assistant that connects LLMs to trusted, real-time docs to reduce hallucinations and provide accurate, version-specific responses.

Create and read feature flags, review experiments, generate flag types, search docs, and interact with GrowthBook's feature flagging and experimentation platform.

Gru-sandbox(gbox) is an open source project that provides a self-hostable sandbox for MCP integration or other AI agent usecases.

Provides sarcastic and cynical code reviews from the perspective of a grumpy senior developer.

his repository contains a fully functional MCP (Model Context Protocol) server, providing solutions for Constraint Satisfaction Problems (CSP) and Linear Programming (LP). It is based on the gurddy package and supports solving a variety of classic problems.

Solve optimization problems formulated by an LLM using the on-device Gurobi solver.

GXtract is a MCP server designed to integrate with VS Code and other compatible editors. It provides a suite of tools for interacting with the GroundX platform, enabling you to leverage its powerful document understanding capabilities directly within your development environment.

Query A/B test data using the Hackle API.

An MCP server that enables Large Language Models to make HTTP requests and interact with web APIs. It supports automatic tool generation from OpenAPI/Swagger specifications.

A terminal AI chat interface for any LLM model, with file context, MCP, and deployment support.

Access and interact with Harness platform data, including pipelines, repositories, logs, and artifact registries.

Provides onchain tools for AI applications to interact with the Hashkey Network.

An MCP server for interacting with the Hashnode API.

Check if an account or password has been compromised in a data breach using the Have I Been Pwned API.

Deploy and serve Haystack pipelines as REST APIs, MCP Tools, and OpenAI-compatible chat completion backends.

Analyze binary files and manage functions and variables using IDA Pro's headless mode.