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Structural linter for MCP-compatible, zero-dependency Python agent tool packages

ClearlyDefined — the licence, copyright attribution and provenance actually found inside an open-source package, from the Linux Foundation's curated dataset.

A Model Context Protocol server that converts SVG code to PNG images, offering two conversion methods (CairoSVG and Inkscape) with support for custom working directories.

Integrates GitHub Copilot with MCP-compatible tools to provide AI-powered code assistance, including chat, code explanation, and reviews. It leverages existing GitHub CLI authentication to support multiple models like GPT-4o and Claude 3.5 Sonnet.

Nmap MCP Server exposes the popular Nmap network scanning tool through MCP, providing comprehensive network discovery and security assessment capabilities to AI assistants. Built with FastMCP and Python's subprocess module, it offers 11 specialized tools covering basic scans, service detection, OS fingerprinting, vulnerability scanning, stealth reconnaissance, and custom command execution with configurable timeouts and output formats. Designed for network administrators, security professionals, and penetration testers who want to integrate network scanning workflows into their AI-assisted security analysis and infrastructure management tasks.

MCP server for paddle

Complete Docker environment integrating OpenWebUI, Jupyter Notebook with Manim, and MCP server for AI-powered code execution and mathematical visualizations

A comprehensive and efficient Model Context Protocol server for task management that works with Claude, Cursor, and other MCP clients, providing powerful search, filtering, and organization capabilities across multiple file formats.

Enables Claude Code to search and retrieve documents from an Outline knowledge base.

Measures and improves how findable, readable, and usable a website is to AI answer engines and autonomous AI agents through hosted AEO audit tools.

Unofficial Ionic Framework MCP Server by Capawesome: client package, install guides and registry manifest.

Local-first error notebook server for MCP agents, enabling problem management with FSRS scheduling, idempotent operations, and printable math PDF generation.

Enables AI agents to read and retrieve the latest posts from Jibun and Ech0 instances. It allows users to list configured sources and fetch content with support for pagination and source selection.

Enables querying internal documents via a FastAPI REST API and MCP server, using retrieval-augmented generation and an agentic loop that can invoke tools like document search and calculations.

Enables querying UniFi network devices and data using natural language through MCP clients like Claude Desktop.

Telegram channel and group reader MCP Server

MCP coding agent with read-only tools and one paid tool for Paybond sandbox integration, enabling quick smoke testing and agent operations.

Enables the analysis of GitHub Pull Requests to extract metadata, commits, and code changes for structured AI insights. It also supports the optional creation of Notion pages to store and organize the resulting analysis.

FRED MCP — Federal Reserve Economic Data (St. Louis Fed)

Marginalia MCP — independent web search over a non-commercial, non-SEO index.