Developer Tools MCP Servers

Curated Axiom

Provides AI agents with simplified, structured access to curated Axiom log queries.

Apod

Generates a Multi-Agent Conversation Protocol (MCP) server for the NASA Astronomy Picture of the Day API.

Sond Core

Generates a Model Context Protocol (MCP) server from a specified OpenAPI URL, facilitating standardized API interactions.

Web Search

Empowers AI agents with robust internet search and content scraping capabilities, facilitating dynamic information retrieval and processing.

SSH

Facilitates secure SSH connections, remote command execution, and file management across servers using the Model Context Protocol.

PancakeSwap PoolSpy

Tracks and provides real-time data on newly created liquidity pools on PancakeSwap.

Test

Provides a sample Model Context Protocol server offering tools to fetch public API data like quotes, jokes, and advice.

M/M/1 Queue Simulation

Provides comprehensive resources, tools, and prompts for simulating and analyzing M/M/1 queuing systems, enabling large language models to assist with complex operations research tasks.

MindMup2 Google Drive

Integrates MindMup mind maps with Google Drive, allowing search, retrieval, and parsing of mind map files via an MCP interface.

Rag Knowledge Base

Provides a server for managing and serving a Retrieval Augmented Generation (RAG) knowledge base.

Secure Python Starter

Establishes secure, production-ready Python servers for the Model Context Protocol with built-in safeguards.

Slovenian Law

Provides structured access to Slovenian legal statutes, case law, EU cross-references, and parliamentary works for legal research.

CS

Verifies natural language factual claims in real-time against live data sources.

Agenthold

Manages shared versioned state for multi-agent AI workflows.

HDC

Provides an MCP service to enable AI assistants to directly control HarmonyOS devices.

Music21

Analyzes existing musical compositions to extract detailed insights on various musical elements.

Android

Transmits prompts, code snippets, and instructions from Android devices to Windsurf IDE via a lightweight communication layer.

Mclip

Integrates any command-line interface tool into the MCP ecosystem by automatically introspecting its commands, flags, and arguments.

Autonomous Cyber Red Team

Empower AI agents to conduct quantitative cyber red team simulations, forecast vulnerabilities, and model adversary behavior using advanced mathematical frameworks.

MisarMail

Integrates MisarMail's comprehensive email marketing platform directly with AI clients via Model Context Protocol tools.