Developer Tools MCP 服务器

RagDocs

Enables semantic search and management of documentation through vector similarity using RAG techniques.

Sandbox

Provides isolated Docker environments for secure code execution and development environment setup.

Mcp-Framework

Facilitates the creation of custom tools for interacting with large language models using the Model Context Protocol.

Koii

Controls the Teenage Engineering EP-133 K.O. II sampler via MIDI using the Model Context Protocol.

Alation AI Agent SDK

Enables AI agents to access and leverage metadata from the Alation Data Catalog.

Port

Enables natural language interaction with Port.io's developer platform capabilities.

Outlook

Enables Claude Desktop to access and manage Microsoft 365 mail, calendar, and files using the Microsoft Graph API.

MkDocs Search

Enables Large Language Models to search through documentation generated by MkDocs.

Directory Indexer

Transforms local directories into an AI-powered knowledge base, enabling semantic search for documents based on meaning.

Trunktail

Provides an intuitive desktop experience for managing containers and images using Apple Container on macOS.

Atlassian

Integrates Atlassian Cloud products like Confluence and Jira into the Model Context Protocol ecosystem, enabling AI models to access and interact with project and documentation data.

RAGex

Provides a secure, intelligent Model Context Protocol server for Claude and AI assistants, offering semantic, symbolic, and regex-based code search.

Django Shell

Enables AI assistants to execute Python code within a persistent Django shell session.

Callcenter.js

Connects AI voice agents to VoIP networks, enabling them to make and manage phone calls on your behalf.

C64 Bridge

Connects AI to Commodore 64 Ultimate and Ultimate 64 via a REST API using the Model Context Protocol, enabling LLM agents to control the retro computer.

AI Code Judge

Enhances AI coding assistants by enforcing explicit LLM evaluations for planning, code changes, and testing to ensure safer, higher-quality, and evidence-based development.

Promptheus

Automates prompt engineering to refine and optimize interactions with large language models across multiple providers.

Xcode Bridge

Ensures Xcode's Model Context Protocol (MCP) bridge seamlessly integrates with strict MCP clients by standardizing response formats.

Shodan

Provides AI agents with direct access to Shodan's internet intelligence, offering tools for passive reconnaissance, vulnerability analysis, and device search.

Saga

Provides a structured Jira-like project tracker for AI agents, enabling comprehensive project, task, and note management.