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    Enables AI agents and software to detect ambiguous wording in text and receive location, category, explanation, and suggested clarification questions for each signal.
    1
    Apache 2.0
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    F
    maintenance
    A proof-of-concept MCP server that scopes GitHub tools to the current repository without filesystem access, using MCP roots to carry the repo identity.
    1
    MIT
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    D
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    Turns any OpenAPI REST or GraphQL API into an MCP server, allowing AI assistants like Claude to interact with APIs without writing code.
    165
    MIT
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    B
    maintenance
    A self-hosted research library with a read-only MCP endpoint for querying paper metadata, abstracts, and BibTeX entries.
    AGPL 3.0
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    D
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    Provides current weather conditions and 7-day forecasts for any location worldwide, covering temperature, humidity, wind, and precipitation, with pay-per-call micropayments via x402.
    MIT
  • F
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    D
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    Converts any REST API endpoints into MCP tools, enabling AI clients like Cursor and Claude Desktop to call internal services directly.
  • F
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    D
    maintenance
    Provides weather forecasts and alerts for US locations via the National Weather Service API, enabling AI assistants to deliver real-time weather information.
    28
  • A
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    A
    quality
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    Enables validation of commit messages, branch names, author info, push safety, and repository state using commit-check rules, accessible as MCP tools.
    8
    MIT
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    C
    maintenance
    A minimal MCP server with get_weather and create_ticket tools, used for testing MCP servers across protocol, unit, eval, transport, and auth layers.
    MIT
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    C
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    MCP server enabling AI agents to use secrets (API keys, tokens) via encrypted vault, executing HTTP/shell/SSH actions server-side while never exposing secret values to the AI.
    MIT
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    C
    maintenance
    A remote MCP server exposing date/time tools over Streamable HTTP, enabling retrieval of current time for IANA timezones and listing available timezones, designed for use with web clients like Claude.ai.
    MIT
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    quality
    C
    maintenance
    Enables users to check whether an Australian field-service job can be worked at a location on a given day for a specific trade, using live weather forecasts, daylight hours, and public holiday data.
    MIT
  • F
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    Not graded
    quality
    D
    maintenance
    Single-file HTTP MCP Server for WeatherAPI.com to get current weather, forecasts, and location data. Supports bearer token authentication and exposes MCP tools for weather data retrieval.
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    quality
    B
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    Enables AI agents to perform due diligence on Irish properties by querying public datasets for planning applications, sold prices, flood risk, radon risk, and zoning.
    1
    217
    7
    MIT
  • A
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    quality
    B
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    Enables users to search and read verbatim passages from Terry Bouricius's book 'Democracy Without Politicians', honoring the author's request to display his actual words rather than AI summaries.
    6
    1
    MIT