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  • A
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    quality
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    maintenance
    Enables AI agents to access US public library data from the federal IMLS Public Libraries Survey, including proximity searches, library system profiles, and statewide statistics.
    6
    MIT
  • F
    license
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    quality
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    maintenance
    Provides a persistent memory and governance layer that allows AI coding agents to query documented architecture rules and validate code against team standards. It enables agents to verify compliance across categories like security and testing before suggesting changes to ensure consistency across development sessions.
    3
    17
    -
  • A
    license
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    quality
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    Enables AI agents to hire real human operators for tasks requiring physical presence, human perception, or judgment, such as verification, testing, data collection, and physical-world tasks.
    4
    104
    1
    MIT
  • A
    license
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    quality
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    Enables hallucination detection for AI assistants by providing tools to assess whether responses are grounded in source material or follow grounded patterns.
    3
    Apache 2.0
  • A
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    maintenance
    MCP server for autonomous end-to-end testing with Wopee.io. Analyzes web applications, generates and executes Playwright-based functional tests, and validates results — all driven by natural language commands.
    15
    230
    5
    MIT
  • A
    license
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    quality
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    maintenance
    An MCP server that gives AI coding agents verified migration maps: exactly what breaks between two versions of a library and how to fix it, from hand-curated maps with source citations - instead of hallucinated answers from stale training data
    5
    60
    Business Source 1.1
  • A
    license
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    quality
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    maintenance
    MCP bridge that lets any MCP client drive the Alethia runtime for agent-native E2E testing. It provides a per-step policy gate that blocks destructive actions with a cryptographic audit trail.
    15
    141
    1
    MIT
  • A
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    quality
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    maintenance
    Enables AI agents to interact with Appcircle mobile CI/CD platform for build management, signing identities, testing distribution, and reporting.
    25
    MIT
  • A
    license
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    quality
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    maintenance
    A Model Context Protocol server that provides AntV visualization library documentation and code examples to AI assistants, supporting G2, G6, and F2 libraries for data visualization workflows.
    3
    2
    62
    39
    MIT
  • A
    license
    A
    quality
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    maintenance
    Enables Claude Desktop to automate web browsers and mobile applications (iOS/Android) using WebDriverIO. Supports browser automation, mobile app testing, touch gestures, app lifecycle management, and hybrid app context switching through natural language.
    31
    4,349
    37
    MIT
  • F
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    quality
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    maintenance
    Read-only MCP server exposing ActiveView's external API for querying price rules, domain/network reports, and A/B testing redirects, enabling Claude to analyze ad performance data without modifications.
    12
    1
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  • A
    license
    A
    quality
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    maintenance
    Enables AI agents to send, receive, and reply to email through dedicated thread-aware mailboxes, with sandbox testing and compatibility across MCP clients.
    9
    87
    MIT