Awesome MCP Servers

A collection of servers for the Model Context Protocol.

Showing 661-690 of 1871 servers
Bright Data
sponsor
Discover, extract, and interact with the web - one interface powering automated access across the public internet.
GraphRAG
Query a hybrid graph (Neo4j) and vector (Qdrant) database for powerful semantic and graph-based document retrieval.
Gremlin
Interact with any Gremlin-compatible graph database using natural language, with support for schema discovery, complex queries, and data import/export.
grep.app Code Search
Search code across millions of public GitHub repositories using the grep.app API.
GreptimeDB
official
Provides AI assistants with a secure and structured way to explore and analyze data in GreptimeDB.
Grey Hack MCP Server
A Grey Hack server for Cursor IDE, providing GitHub code search, Greybel-JS transpilation, API validation, and script generation.
Grist
Integrate with the Grist API to manage relational spreadsheets and data. Requires a Grist API key.
GrowthBook
official
Create and read feature flags, review experiments, generate flag types, search docs, and interact with GrowthBook's feature flagging and experimentation platform.
Gru Sandbox
Gru-sandbox(gbox) is an open source project that provides a self-hostable sandbox for MCP integration or other AI agent usecases.
Grumpy Senior Developer
Provides sarcastic and cynical code reviews from the perspective of a grumpy senior developer.
GW2 MCP Server
Connects Large Language Models (LLMs) with Guild Wars 2 data sources. Requires a Guild Wars 2 API key for wallet functionality.
GXtract
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.
Hacker News
Fetch and interact with Hacker News content, including top stories, comments, and search functionality.
Hackle
Query A/B test data using the Hackle API.
HackMD
A Model Context Protocol server for integrating HackMD's note-taking platform with AI assistants.
HAL (HTTP API Layer)
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.
Haloscan
Interact with the Haloscan SEO API for search engine optimization tasks.
Haloscan MCP Server
An MCP server for interacting with the Haloscan SEO API.
Handwriting OCR
Recognize and extract text from handwritten documents using the Handwriting OCR service.
Harness
official
Access and interact with Harness platform data, including pipelines, repositories, logs, and artifact registries.
Hava Durumu
Provides weather data using the Open-Meteo API.
Have I Been Pwned
Check if an account or password has been compromised in a data breach using the Have I Been Pwned API.
Healthcare RAG
A healthcare-focused RAG server using Groq API and Chroma for information retrieval from patient records.
Helios-9
Provides comprehensive project management context to AI agents using the Helios-9 API.
Hermes Search
Provides full-text and semantic search over structured and unstructured data using Azure Cognitive Search.
Heroku Platform
Interact with Heroku Platform resources securely using the Heroku CLI. Requires the Heroku CLI and a valid API key.
HexDocs MCP
Semantic search for Hex package documentation. Requires local Elixir and Mix installation.
HeyBeauty
Perform virtual try-ons using the HeyBeauty API.
HiGHS MCP Server
Provides linear programming (LP) and mixed-integer programming (MIP) optimization capabilities using the HiGHS solver.
Higress AI-Search MCP Server
Provides an AI search tool to enhance AI model responses with real-time search results from various search engines using the Higress ai-search feature.
Hippycampus
Turns any Swagger/OpenAPI REST endpoint with a yaml/json definition into an MCP Server with Langchain/Langflow integration automatically.

Model Context Protocol FAQ