Developer Tools MCP Servers

Dify Workflows

Exposes Dify workflows as tools via a Model Context Protocol (MCP) server.

Image Downloader

Downloads and optimizes images via URLs, offering resizing, quality adjustment, and format conversion.

Super Shell

Executes shell commands securely across multiple platforms using an MCP server.

Memory

Provides knowledge graph functionality for managing entities, relations, and observations in memory, with strict validation rules to maintain data consistency.

Mitmproxy

Offers a MCP server that manages notes with summarization and addition functionalities.

Kubernetes

Manages Kubernetes clusters using kubectl.

Jujutsu

Exposes Jujutsu version control operations as programmable tools via the Model Context Protocol (MCP).

Uv Docs

Provides programmatic access to UV package manager documentation through a Model Context Protocol (MCP) server.

Port

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

Node.js Debugger

Provides comprehensive Node.js debugging capabilities and process management tailored for AI coding agents.

Pega DX

Facilitates intuitive, conversational interactions with Pega Infinity applications by bridging DX APIs with natural language interfaces.

Dataverse

Enables schema operations for Microsoft Dataverse, facilitating the creation and management of tables, columns, relationships, and option sets via the Dataverse Web API.

BloodyAD

Automates Active Directory enumeration and abuse through an AI assistant interface via the Model Context Protocol.

Ada

Provides a private, self-hosted AI assistant that learns from your conversations and runs on your hardware.

Sperax Ecosystem

Enable AI agents to interact with Sperax Protocol's DeFi ecosystem, including USDs, SPA, veSPA, and Demeter on Arbitrum and BNB Chain.

Doc Hub

Aggregates complete developer documentation for WeCom and Feishu open platforms, enabling rapid retrieval and review of interface documents within AI programming assistants.

KG Memory

Provides persistent knowledge graph memory for AI coding agents to overcome context amnesia and retain long-term project understanding.

ClaudeSmalltalk

Enables Large Language Models like OpenAI or Claude to interact with live Smalltalk images.

OpenAPI Proxy

Transforms any OpenAPI/Swagger-described HTTP API into an MCP server, generating a distinct MCP tool for each endpoint.

Apple Mail

Integrate Apple Mail with MCP clients for significantly faster email fetching and advanced full-text search capabilities on macOS.