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  • A
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    Enables MCP clients like Claude Desktop and Claude Code to drive a real browser with SeleniumBase automation. Offers three variants: WebDriver-based general automation, Pure CDP Mode for bot-detection bypass, and a broad SB() API with MFA and downloads.
    126
    24
    533 PyPI
    8
    MIT
  • A
    license
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    quality
    A
    maintenance
    MCP server for managing test cases, cycles, and results in Zephyr Scale on self-hosted Jira. Enables AI agents to create, search, update, and delete test artifacts through natural language.
    41
    45 npm
    MIT
  • F
    license
    A
    quality
    B
    maintenance
    A stdio MCP server providing AI agents with a stable tool interface to read and write TCM test cases through REST, including search, CRUD operations, and a dry-run-to-commit safety flow.
    5
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  • A
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    A
    quality
    B
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    Enables auditing any public website, returning a scored plain-English report that flags issues costing customers, covering speed, phone experience, search visibility, contact options, writing quality, and modernity.
    1
    MIT
  • A
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    A
    quality
    A
    maintenance
    Enables AI agents to inspect Shadow Monitor capture files locally, with tools to load bundles, find errors, search network requests, and replay user actions.
    11
    5 npm
    1
    MIT
  • F
    license
    A
    quality
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    maintenance
    MCP server enabling AI agents to create, update, search, assign, and complete tasks on TaskLogger.io via the TaskLogger REST API, with secure local credential management and token persistence.
    17
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  • F
    license
    C
    quality
    C
    maintenance
    Enterprise-grade code intelligence platform providing AI-powered code analysis, semantic search, security scanning, and automated refactoring capabilities. Integrates with local AI models for zero-cost operations while delivering comprehensive development workflow automation.
    2
    8
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  • A
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    B
    maintenance
    A verification infrastructure and MCP server that specializes in refutation (negation) rather than generation, providing tools for counterexample search, Lean verification, and audit chains with a 4-value verdict system.
    MIT
  • A
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    A
    maintenance
    Enables Windows UI Automation through MCP, allowing agents to inspect, search, navigate, and interact with desktop UI elements via the UIAutomation framework. Supports actions such as focus, invoke, set-value, toggle, and event waiting, with CLI and VS Code extension variants.
    2
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    An MCP server for reading and querying FSDB waveform files, enabling AI assistants to browse hierarchy, search signals, and extract waveform data with value changes.
    14
    MIT
  • A
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    quality
    C
    maintenance
    Enables AI coding assistants to inspect frontend projects, search a curated design and motion recipe catalog, prepare and preview structured design plans, apply changes with backups and rollback, capture previews, audit UI accessibility and performance, and monitor activity via a web dashboard.
    18 npm
    MIT
  • A
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    A
    maintenance
    MCP server providing email client compatibility data from caniemail.com, enabling agents to lint HTML/CSS for email client support, check feature support across clients, and search for features by keyword, with verdicts including supported, unsupported, mitigated, and untested.
    1
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A Model Context Protocol server for integrating JIRA with Claude, enabling AI assistants to create, search, update, and link JIRA tickets, as well as manage Zephyr test steps through natural language.
    531 npm
    7
    MIT
  • A
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    Not graded
    quality
    D
    maintenance
    A comprehensive MCP server for SEO, performance, GEO, and UX audits with 37 tools covering technical SEO, Lighthouse performance, AI search optimization, content analysis, accessibility, security, and more.
    1
    MIT
  • A
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    Not graded
    quality
    D
    maintenance
    Pattern-intelligence MCP server for ServiceNow Discovery that enables AI agents to read, search, validate, author, surgically edit, and reason about Discovery patterns, including NDL grammar, SNMP OIDs, data sources, and emulator blueprints.
    1
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Enables agents to fetch specifications from the public ProveSpec catalog, search and retrieve specs, and grade their own implementations against capability checklists, returning parity scores and gap lists.
    9 npm
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Enables AI coding agents to retrieve QA cases from a curated knowledge base grounded in real bugs, supporting symptom search and feature-wide coverage for test planning.
    8 npm
    MIT
  • A
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    Not graded
    quality
    D
    maintenance
    Hosted MCP endpoint that returns realistic fake data for prototyping agents. Paste one URL into Claude Code, Cursor, or Claude Desktop — 12 pre-built tools covering users, products, orders, events, email, and knowledge base search. No signup, no config, no auth. Built for developers who want to prototype agent workflows before wiring up a real backend.
    MIT