Developer Tools MCP 服务器

Neo4j

Enables natural language interaction with a Neo4j graph database through Claude Desktop.

RagWiser

Enables users to upload PDF documents, process them, and ask questions about their content using natural language, powered by Retrieval Augmented Generation (RAG).

NetBox

Exposes NetBox API functionality to AI systems via a read-only FastMCP server with natural language query support.

OAuth

Provides a FastMCP server with Bearer token authentication and OAuth 2.1 endpoints for dynamic client registration and metadata discovery.

Ix-API

Generates a Multi-Agent Conversation Protocol (MCP) server from an OpenAPI specification.

MCP

Ensures consistent data standardization across project variables, database structures, and file organizations to prevent naming conflicts.

Hardware

Enables language models to perform tool calls for CAD part building and heat transfer simulations.

MedX

Enables AI agents to access medical AI capabilities via a RESTful API, facilitating advanced diagnostic support and personalized healthcare.

Astrophysical App

Provides an OpenAI application and server to answer questions about astrophysical bodies by fetching real-time ephemerides.

Terraform Registry

Provides comprehensive access to the Terraform public registry, enabling AI assistants to search and retrieve information about providers, modules, and documentation.

Date

Provides current day and ISO formatted date information to AI assistants via the Model Context Protocol.

Dev Brain

Empowers AI assistants with specialized analysis tools for comprehensive code review, including test generation, security auditing, and refactoring suggestions.

Claude Sandbox

Provides an isolated Docker environment for securely running and experimenting with Claude Code, protecting your local system from unwanted changes.

Nb

Wraps the `nb` CLI to enable LLM-friendly note-taking by resolving shell escaping and explicit notebook context challenges.

Soul Spec

Manages, browses, and installs AI agent personas for Claude-based AI clients.

OBO

Manages One-By-One (OBO) review sessions by providing tools to create, navigate, and resolve priority-scored items.

Project Intelligence

Provides a project-level view of large codebases, combining code indexing, architecture mapping, and runtime-aware debugging with desktop UI automation capabilities.

Kultur.dev

Provides cultural intelligence as an API, enabling AI agents and enterprise software to understand cultural context and communicate effectively across diverse global markets.

Readme Generator Ai

Generates `README.md` files by analyzing project structure and metadata.

Claw Code

Rewrites and improves Claw Code tools to enhance code harnessing and archive management.