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  • A
    license
    Not graded
    quality
    D
    maintenance
    A lightweight server that enables AI agents to interact natively with the Windows operating system for tasks like UI automation and application control. It allows LLMs to perform file navigation, simulate user input, and manage windows without requiring specialized computer vision models.
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Exposes internal databases, HTTP APIs, and files to LLM agents over MCP, with auto-generated schemas, access controls, rate limiting, redaction, and audit logging.
    3
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    A general-purpose MCP server providing web search, persistent memory storage, and secure code execution capabilities. It enables AI agents to search the web, store and retrieve data, and run Python/JavaScript code in sandboxed environments.
    8
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to consult and update CRM contacts, look up customers by phone, CPF, or installation code in an analytical base, and publish HTML reports and presentations to stable public links. It provides typed contracts, Bearer auth, rate limiting, and an offline demo mode behind a single MCP endpoint.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A comprehensive Model Context Protocol server implementation that enables AI assistants to interact with file systems, databases, GitHub repositories, web resources, and system tools while maintaining security and control.
    75 npm
    2
    MIT
  • A
    license
    Not graded
    quality
    F
    maintenance
    A collection of production-ready MCP servers for PostgreSQL, SQLite, Redis, File System, and GitHub API, enabling database operations, file management, and GitHub interactions through natural language.
    2
    MIT
  • A
    license
    Not graded
    quality
    F
    maintenance
    An automation toolkit that enables AI-driven content publishing and creator data analysis for Xiaohongshu via the MCP protocol. It supports automated posting of image and video notes, cookie management, and performance metric tracking through natural language conversations.
    1,360
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    A unified MCP server that provides tools for UI/UX design intelligence, command and agent libraries, and development skills, enabling enhanced design, development, and workflow assistance.
    -
  • A
    license
    A
    quality
    A
    maintenance
    Provides coding agents with visibility into test health through tools for flaky test detection, test quality linting, and LLM evaluation harness, enabling them to triage failures, review test quality, and check prompt changes for regressions.
    9
    Apache 2.0
  • F
    license
    A
    quality
    B
    maintenance
    Provides an LLM agent with extreme value statistics tools for tail risk analysis, including peaks-over-threshold GPD fitting, VaR and Expected Shortfall estimation, return levels, threshold-stability diagnostics, and out-of-sample VaR backtesting.
    6
    -
  • A
    license
    A
    quality
    C
    maintenance
    Enables Google Drive, Sheets, and Docs operations; ATS job-board reads and liveness checks; local notes and HTTP connectors through MCP.
    27
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables AI agents to fetch live crypto prices and market data, convert between crypto and fiat, track EVM gas fees, value portfolios, calculate profit/loss, and view historical charts and trending metrics with zero configuration required.
    10
    74 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to securely manage decentralized identities, verifiable credentials, and trust registries on the Cheqd network via the Model Context Protocol.
    1
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI coding agents to generate standardized code using scaffolding templates, enforce architectural patterns, and validate outputs programmatically. Supports creating projects from boilerplates and adding features to existing codebases while maintaining team conventions.
    161
    AGPL 3.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables MCP clients to connect to a privacy-first, self-hostable workout planning and training log, allowing coaching agents to preview and apply program changes while accessing training data through OAuth-protected endpoints.
    AGPL 3.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to search, filter, and monitor curated AI model API free credits and low-cost token promotions through eight tools, four resources, and three prompts — including finding deals expiring soon, checking eligibility and blocked conditions, and producing daily briefs.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI assistants to discover and invoke filesystem, notes, SQLite, and utility operations over MCP, with a local-first sandbox and dashboard for testing and management.
    MIT