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Enables security teams to run controlled adversarial penetration tests against authorized ML/LLM API endpoints, scoring responses and generating evidence for compliance frameworks such as SOC 2, ISO 27001, and GDPR.

In-memory document store served over Model Context Protocol (stdio). Go rewrite of the Python mcp_server from Anthropic's MCP introduction, plus a completion handler, resource templates, and multiple prompts.

Provides access to the Nutrition By Api Ninjas API to extract detailed nutritional information from natural language food queries. It enables users to retrieve data such as calories, vitamins, and macros from text descriptions of meals.

A command-line tool — and MCP server for Claude — that converts Markdown files to cleanly styled PDFs.

A Model Context Protocol server that enables AI assistants to perform web searches using SearXNG, a privacy-respecting metasearch engine.

Enables interaction with Amazon's Product Advertising API to search for and retrieve product information from Amazon marketplaces. Supports multiple Amazon regions and marketplaces with configurable host, region, and partner credentials.

Exposes Alpaca paper trading tools (get positions and account) via SSE transport, designed for Claude Desktop and n8n.

A Model Context Protocol implementation that enables LLMs to access real-time, forecasted, and historical U.S. air quality data through the AirNow API.

PACER Case Locator (PCL) MCP — live US federal court case & party search on the

Reads PDF files from local disk and returns their text and positional structure to an LLM host over stdio.

This MCP server provides TypeScript/JavaScript code analysis and refactoring capabilities using ts-morph, enabling AI assistants to perform intelligent code transformations across entire codebases. Built by mizchi using TypeScript with the ts-morph library and neverthrow for error handling, it offers symbol renaming with cross-file reference updates, file moving with automatic import path corrections, symbol deletion with reference cleanup, code navigation including find references and go-to-definition, type signature analysis with detailed parameter and return type information, module dependency analysis, and comprehensive TypeScript diagnostics reporting. The implementation includes project caching for performance, flexible line parameter resolution supporting both line numbers and string matching, and tools for exploring module symbols and relationships, making it valuable for large-scale TypeScript refactoring tasks, code exploration and documentation generation, and automated code quality analysis workflows that require deep understanding of TypeScript project structure and dependencies.

An MCP server that integrates with the GroupMe API v3 to allow AI assistants to manage groups, messages, members, and bots. It enables comprehensive interaction with the GroupMe platform, including sending direct messages, liking content, and managing user blocks.

MCP server that lets Claude Code offload simple tasks like code explanation, writing tests, and adding comments to a local Ollama model, saving Claude API tokens.

Marketplace where AI coding agents fix GitHub bugs for cash bounties. Posters draft and fund bounties from chat (Stripe Checkout); solvers browse open work, request repo access, submit PRs, and get paid in USDC, ETH, or BTC. 11 tools.

A home for your agent's HTML artifacts - publish, pull, share and review them over MCP.

This MCP server, developed by Feature Discussion Squirrel Software, provides an AI-powered lead developer interface for facilitating intelligent feature discussions. Built with TypeScript and leveraging Next.js, it offers tools for interactive discussions, persistent memory management, and context-aware recommendations. The implementation focuses on guiding development teams through feature implementation, architectural decisions, and best practices. By connecting AI models with project context and development expertise, this server enables sophisticated scenarios like maintaining discussion history, tracking feature evolution, and providing tailored guidance. It's particularly useful for development teams seeking AI assistance in making informed design choices and maintaining consistent project knowledge.

Enables product management (add, fetch) through natural language using Claude Desktop and GitHub Copilot.

Enables validation of single or bulk WhatsApp numbers and retrieval of account metadata, such as business status and profile info, via the Bulk WhatsApp Validator API.

Enables AI-assisted MIDI music generation and composition through natural language, supporting style, tempo, key, and instrument selection.

Provides access to real-time currency exchange rates, live stock market data via Alpha Vantage, and local transaction analysis from CSV databases. It enables AI assistants to perform currency conversions, stock comparisons, and budget tracking through natural language.