git-mcp-go is a Model Context Protocol (MCP) server that enables Large Language Models (LLMs) to interact with local Git repositories. Its main purpose is to facilitate AI-powered Git automation and enhance development workflows by exposing Git operations as tools for LLMs.

linear-mcp-go is a Model Context Protocol (MCP) server for Linear, written in Go, enabling AI assistants to interact with the Linear API.

A Model Context Protocol (MCP) interface for querying Grafana Loki logs using `logcli`, enabling AI assistants to access and analyze log data from Loki directly.

mcp-server-aws-cognito is a Model Context Protocol (MCP) server implementation that connects to AWS Cognito for user authentication and management. It provides a comprehensive set of tools for various user authentication flows, enabling secure and efficient integration with applications.

mcp-server-calculator is a Model Context Protocol (MCP) server that enables Large Language Models (LLMs) to perform precise numerical calculations. Its main purpose is to enhance LLM capabilities by providing accurate mathematical operation functionality.

Enables AI assistants to send and retrieve real‑time notifications through ntfy (public or self‑hosted) with support for token authentication, markdown formatting, emoji tags, and automatic action link generation.

audius-mcp-atris is a Model Context Protocol (MCP) server that enables Large Language Models (LLMs) to interact with the Audius music platform. It provides an extensive set of tools for natural language interaction, allowing users to discover music, manage content, and analyze data on Audius through conversational AI.

GOAT is the largest agentic finance toolkit for AI agents, enabling them to become economic actors by leveraging blockchains, cryptocurrencies, and wallets.

Facebook Ads MCP Server is an interface that provides programmatic access to Facebook Ads data and management features. It allows users to automate interaction with their Facebook advertising campaigns and integrate ad data into other systems.

google-ads-mcp-server is a FastMCP-powered Model Context Protocol server that integrates the Google Ads API with AI assistants like Claude Desktop. It enables users to programmatically access Google Ads data and manage campaigns through natural language conversations.

An MCP server for advanced PDF text extraction, search, and analysis.

Expose HuggingFace zero‑shot object detection models as MCP tools, allowing language and vision‑language models to locate objects and zoom into image regions directly.

Provides fast searching and retrieval of local Linux man pages via MCP, exposing them as clean, AI‑friendly resources.

TAM-MCP-Server is a comprehensive Model Context Protocol (MCP) server designed for market sizing analysis, TAM/SAM calculations, and in-depth industry research. Built with TypeScript and Express.js, it integrates with various economic data sources to provide robust business intelligence.

mcp-graphql-schema is a Model Context Protocol (MCP) server that exposes GraphQL schema information to Large Language Models (LLMs). It enables LLMs to explore and understand complex GraphQL schemas efficiently by providing specialized tools to interact with the schema without overwhelming their context window.

A Model Context Protocol (MCP) server that exposes OpenAPI schema information to Large Language Models (LLMs) like Claude, allowing LLMs to explore and understand OpenAPI specifications through a set of specialized tools.

A powerful plugin that lets you control your Android phone through ADB commands, enabling AI agents to perform complex tasks.

excel-mcp-server is a Python-based Model Context Protocol (MCP) server that enables AI agents to programmatically create, read, and modify Excel files without requiring Microsoft Excel to be installed.

An MCP server that provides integration between Neo4j graph database and Claude Desktop, enabling graph database operations through natural language interactions.

DocsMCP is a Model Context Protocol (MCP) server that provides Large Language Models (LLMs) with access to documentation. It acts as an intermediary, allowing LLMs to query and retrieve information from various documentation sources.

DevDb is a lightweight VS Code extension that automatically discovers and loads your database, providing a rich set of features to aid in development and debugging directly within your IDE.

mcp-workflowy is an MCP server that allows AI assistants to interact with Workflowy lists programmatically.

mcp-server-gravitino is an MCP (Metadata Catalog Protocol) server for Apache Gravitino, designed to enable LLMs to explore metadata and perform data governance tasks. It provides a simplified interface for interacting with Gravitino APIs, offering comprehensive metadata operations and flexible authorization.

GitHub Enterprise MCP is a server that provides a Model Context Protocol (MCP) interface for interacting with the GitHub Enterprise API, enabling seamless management of repositories, issues, pull requests, and more, particularly within AI development environments like Cursor.

mcp-replicate is a Model Context Protocol (MCP) server that allows users to interact with Replicate's machine learning models through a simple tool-based interface.

mcp-prefect is a Model Context Protocol (MCP) server implementation for Prefect, enabling AI assistants to interact with Prefect through natural language.

A Model Context Protocol server implementation in Python that provides access to LINE Bot messages, enabling Language Models to read and analyze LINE conversations through a standardized interface.