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

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.

Engineering discipline and persistent memory for AI coding assistants

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.

Local-first knowledge graph for developers. Watches project files, extracts entities and relationships via LLMs, and lets you query across projects with natural language and source citations.

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.

A Model Context Protocol (MCP) server for .NET assembly and NuGet package inspection

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.

MCP server for agent discovery, registration, and chat via the Hashgraph Online Registry Broker.

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.

A high-performance MCP server for the headless terminal (ht), implemented in Rust.

A FastAPI microservice for health-related operations, featuring JWT authentication and a PostgreSQL database with Alembic migrations.

An MCP server for Hierarchical Event Descriptors (HED) that automates sidecar creation and annotation for BIDS event files using LLMs.

A simple Hello World MCP server built with FastMCP, serving as a basic example.

MCP server to work with Helm charts

Search and retrieve detailed information, including READMEs, for Helm charts on Artifact Hub.

A server for listing, searching, running, and managing Hex projects.

Perform virtual try-ons using the HeyBeauty API.

Provides linear programming (LP) and mixed-integer programming (MIP) optimization capabilities using the HiGHS solver.

Turns any Swagger/OpenAPI REST endpoint with a yaml/json definition into an MCP Server with Langchain/Langflow integration automatically.

Provides real-time crypto and Web3 intelligence using the Hive Intelligence API.

MCP server for git-native agent swarm coordination, providing tools for heartbeat, state, task claiming, and logging across distributed AI agents.