API Development MCP Servers

Roam Research

Enables AI assistants to interact with a Roam Research graph through a standardized Model Context Protocol (MCP) interface.

Browser Use

Connects MCP clients with a browser using browser-use, leveraging the client's existing LLM setup without requiring an external API key.

Next.js Router Analyzer

Analyzes Next.js app directories to extract information about API routes, including paths, methods, and schemas.

Payload CMS

Enhances Payload CMS development by providing code validation, template generation, and project scaffolding.

NASA Data Interface

Standardizes access to over 20 NASA data sources through a single, consistent interface for AI models.

Jira

Interact with the Jira API to manage issues and sprints through MCP.

ReAPI OpenAPI

Loads and serves multiple OpenAPI specifications, enabling LLM-powered IDE integrations for API development.

GitLab MR

Enables AI agents to interact with GitLab merge requests and issues via the Model Context Protocol (MCP).

Mureka

Generates lyrics, songs, and background music through a Model Context Protocol (MCP) server.

Rs Template

Provides a Rust-based CLI server template for implementing the Model Context Protocol (MCP).

Hetzner Cloud

Manage Hetzner Cloud resources through structured functions using a Model Context Protocol (MCP) server.

MCP Advisor

Discovers and recommends Model Context Protocol (MCP) servers via natural language queries to help AI assistants find relevant tools.

Txtai.go

Provides Go bindings for the txtai API, enabling access to semantic search, LLM orchestration, and language model workflows.

Code To Tree

Converts source code into an Abstract Syntax Tree (AST) for multiple languages.

Openapi-mcp

Transforms any OpenAPI 3.x specification into an AI-friendly Machine-to-Computer Protocol (MCP) tool server.

Forge

Provides a production-ready, OAuth-enabled Model Context Protocol (MCP) server template built in Go for seamless integration with AI providers.

OLS4

Provides a central repository for biomedical ontologies, offering a single point of access to their latest versions.

Shanghai Disney

Provides a standardized interface for large language models to query Shanghai Disneyland ticket prices and availability.

AgentUp

Provides a developer-first framework for building portable, secure, and scalable AI agents.

Iron Manus

Orchestrates AI workflows through a well-defined 8-phase control flow and a suite of specialized tools.