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  • A
    license
    B
    quality
    D
    maintenance
    A lightweight, modular API service that provides useful tools like weather, date/time, calculator, search, email, and task management through a RESTful interface, designed for integration with AI agents and automated workflows.
    5
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Provides a local, persistent long-term memory service for MCP-compatible AI agents, enabling them to store, search, and recall information across sessions.
    1
    GPL 3.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    An MCP server that exposes job-search and application-management capabilities to compatible AI clients, enabling discovery of vacancies, drafting of tailored application materials, and coordinated human-approved submissions.
    MIT
  • A
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    quality
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    maintenance
    An MCP server that utilizes LangGraph and Google Gemini to conduct comprehensive research through multi-iteration deep searches and quick results. It provides high-quality analysis with automated citations and grounding metadata for thorough investigations.
    2
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to browse and interact with JavaScript-rendered websites stealthily, and to delegate research or automation tasks to sub-agents that can cite sources and produce reusable scripts, with full logging and a live dashboard.
    Apache 2.0
  • A
    license
    Not graded
    quality
    Not graded
    maintenance
    A lightweight and fast MCP server that enables AI agents to efficiently discover and execute tools through progressive disclosure, minimizing context consumption while supporting safe code execution in external environments.
    5 npm
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    Reference implementation of a Model Context Protocol server for integrating external APIs as agent tools. Includes built-in tools for weather, database queries, web search, and calculations, with authentication, rate limiting, and logging.
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    A Model Context Protocol server that enables AI assistants to interact with Twitter functionality using cookie-based authentication, allowing for timeline access, tweet management, user information retrieval, and search capabilities.
    16
    -
  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to register and discover marketplace services, search the web, retrieve weather and trends, contact the Bagira assistant, and access knowledge vault digests over MCP.
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables an AI assistant to dynamically discover and invoke MCP tools for document search, employee information lookup, and mathematical calculations, with human-in-the-loop approval for sensitive operations.
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables an agentic chatbot that autonomously selects among weather, Wikipedia, ArXiv, web search, location, and currency conversion tools based on user queries.
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables advanced reasoning for large language models through Monte Carlo Tree Search and Beam Search, allowing exploration of multiple reasoning paths and improved decision-making.
    -
  • A
    license
    A
    quality
    D
    maintenance
    Enables LLMs to communicate with Agent-to-Agent (A2A) protocol compliant agents, providing tools for sending messages, managing tasks, and retrieving agent information.
    4
    4 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Provides versioned, structured memory for AI agents, allowing them to store facts, detect conflicts, and track knowledge history via a hosted SaaS platform. It enables efficient hierarchical information retrieval and semantic search while keeping token usage constant as memory scales.
    7
    10 npm
    8
    Apache 2.0
  • A
    license
    A
    quality
    D
    maintenance
    Provides AI assistants with long-term semantic memory capabilities through local vector-based storage. Enables storing, recalling, and managing information across sessions with complete privacy using ChromaDB, with no data ever leaving your machine.
    3
    9
    MIT