Developer Tools MCP 服务器

Memory IA

Provides a Python-based AI agent server with persistent memory, integrating FastAPI, LangGraph, SQLite, and local models via Ollama for various MCP clients.

Dropbox

Provides read access to Dropbox files with advanced search and content extraction capabilities.

Wikisearch

Access and search Wikipedia content locally through ZIM files, providing results in HTML or Markdown.

Pipedream

Provides a reference implementation for self-hosting Pipedream's Model Context Protocol (MCP) server to integrate with thousands of apps and APIs.

Scout

Enable remote file operations and command execution across multiple machines via SSH.

ChatWay

Provides a powerful management panel for Model Context Protocol (MCP) services, offering visual service management, tool invocation, and AI conversation functionalities.

Notion

Integrates with the Notion API using the Model Context Protocol (MCP) to function as an MCP server for applications like Cursor.

Calista Research LLMs

Enables on-device and cloud language models to collaborate, reducing cloud costs while maintaining quality by reading long contexts locally.

MagentaA11y

Delivers accessibility acceptance criteria from MagentaA11y via the Model Context Protocol for local or remote access.

IPMA

Provides natural language access to meteorological and seismic data from the Portuguese Institute for Sea and Atmosphere (IPMA).

Memory

Provides a production-ready Model Context Protocol server implementing a three-tiered memory architecture for vertical agents.

Testing Sensei

Guides AI coding tools to adhere to language-agnostic unit testing principles.

Uuid

Generates timestamp-based UUID v7 identifiers for use with Large Language Models.

Date Time

Provides date and time handling services specifically for China Standard Time (CST).

Kabra

Enables LLMs to interact with external tools and inject context using the Model Context Protocol (MCP).

Express

Exposes Express.js application endpoints as structured tools for AI models and clients.

Walutomat

Provides a command-line interface for interacting with the Walutomat currency exchange platform.

DeepL Professional

Integrates DeepL's advanced language processing capabilities, including translation and rephrasing, into the Airia platform via a dedicated Model Context Protocol server.

Awesome Linux

Empower AI models to securely manage remote Linux servers and automate browser interactions.

JSON

Manages and transforms JSON data using `jq` queries, generates and validates schemas, and supports S3 synchronization.