Developer Tools MCP 服务器

Python Docs Server

Fetches Python documentation using the Brave Search API.

Custom Servers

Categorizes MCP Server tools into various domains.

Spotify

Enables programmatic interaction with Spotify accounts through a standardized MCP interface, facilitating search, playback control, and content management.

Codebox

Provides a remote coding environment for AI agents to autonomously develop applications and scripts.

Weather

Implements a Model Context Protocol (MCP) server that manages and summarizes text notes.

Excel

Automates Microsoft Excel operations, enabling AI agents to programmatically interact with workbooks, worksheets, cells, and data.

FutureVuls

Integrates FutureVuls vulnerability management service with AI assistants like Claude through the Model Context Protocol.

LangGraph

Integrates the Model Context Protocol with LangGraph's agentic capabilities for advanced AI workflow development.

Chroma

Integrates Chroma, an open-source embedding database, with LLM applications via the Model Context Protocol to provide contextual data retrieval.

Dbhub

Provides a universal database gateway, enabling MCP-compatible clients to connect to and explore various databases.

Storyblok Content Creator

Automates content creation and management within Storyblok CMS through AI interaction via the Model Context Protocol.

MyHouse OS

Control smart home devices like lights, heating, doors, and temperature through a REST API, web dashboard, and AI assistants.

Docs Search Engine

Ingests and searches documentation from GitHub repositories and web pages in real-time to provide up-to-date context for AI assistants.

AgentIndex

Discover and query AI agents by capability through a comprehensive, machine-first index.

Vibe.co

Connects AI assistants to Vibe.co advertising data via the Model Context Protocol.

GitLab CrunchTools

Integrates with GitLab to provide a secure Model Context Protocol server for managing projects, merge requests, issues, pipelines, and search functionalities.

Memoir

Provides persistent, structured session journals for AI agents to prevent repeating past mistakes and facilitate continuous learning.

Claude 2600net IRC

Connects Claude.ai users to the 2600net IRC network, providing persistent, NickServ-registered IRC nicks for each user.

ValidKit

Enables comprehensive email validation through the Model Context Protocol (MCP) for integration with AI assistants.

Discord

Connects AI agents to Discord, enabling programmatic management of channels, messages, and server interactions.