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Structured agent feedback for MCP servers. When an agent hits a capability gap, it files a structured report.

MySQL MCP server provides direct database interaction capabilities for AI agents, enabling users to query, manage, and explore MySQL databases through natural language commands. Built by Leon Melamud, it supports operations like listing tables, executing SQL queries, and creating notes, with a focus on making database interactions accessible to users without SQL expertise while maintaining security through parameterized queries.

MCP server for GreyNoise API - Check if IPs are internet background noise or targeted attacks

Provides read-only access and unsigned transaction building for the Robinhood Chain Arbitrum Orbit L2, including NFT, ERC-20, stock tokens, oracles, and EIP-3009 tooling.

MCP server for managing Pocket ID instances, providing 57 tools for user management, OIDC client configuration, group management, audit logs, and more.

Direct access to your Sanity projects (content, datasets, releases, schemas) and agent rules

Enables checking web feature compatibility with Baseline standards, analyzing HTML, CSS, and JavaScript code to provide detailed reports on Baseline status, browser support, and recommendations.

An MCP server that provides authorization middleware for AI agents using private data, enabling consent management on Aleo and local private inference with persistent policy storage.

MCP server for RocketReach, enabling people and company lookup via search, full profile, and company details through Cloudflare Workers.

Rust MCP server template for Cloudflare workers

WordPress MCP Server provides a TypeScript implementation that enables AI assistants to interact with WordPress sites through a comprehensive API. Built with the Model Context Protocol SDK, it exposes tools for managing users, posts, comments, and categories with detailed filtering options and robust error handling. The server authenticates with WordPress sites using application passwords, making it valuable for content management tasks like creating and updating posts, managing user accounts, and retrieving site content without direct WordPress admin access.

Enables AI assistants to control Spotify playback, search for music, manage playlists, and access library information through the Spotify API. Requires Spotify Premium for playback control features.

Enables interaction with Vertica databases through SQL queries, schema management, and bulk data operations. Supports connection pooling, SSL/TLS security, and configurable permissions for database operations.

MCP server for generating videos using OpenAI Sora model via api.tu-zi.com, enabling AI assistants to create videos from text prompts with customizable orientation and model quality.

An MCP server that gives Claude access to YouTube video transcripts. Extract full transcripts, search for keywords with timestamps, and get direct YouTube links to matching moments.

Generates personalized client strategy briefs from a name, and manages client profiles for behavioral intelligence, enabling client-facing professionals to prepare for conversations.

MCPify is an AI enablement compiler that transforms existing applications into AI-native, agent-operable systems.

Citrix licensing and migration tools for AI assistants. 5 tools: check LAS migration readiness, recommend UHMC licenses, verify version compatibility, estimate costs, and ask free-form Citrix questions.

Tools for building tools

Playwright MCP server by zhuzhe1983 that provides browser automation capabilities through headless Chromium instances and Electron application testing, featuring comprehensive session management with automatic cleanup, memory monitoring, and zombie process detection. The implementation supports standard web automation operations (navigation, clicking, form filling, screenshots, JavaScript execution) alongside specialized Electron testing tools for cross-platform desktop application automation, plus test recording and generation capabilities that can capture user interactions and produce Playwright, Jest, or Mocha test scripts. Built with TypeScript and designed for headless server environments, it serves developers needing automated testing workflows, QA teams performing regression testing, and AI assistants requiring programmatic web interaction with robust resource management and cleanup mechanisms.