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    Automates the conversion of Figma designs into TypeScript React components and integrates with GitHub to create pull requests for the generated code. It includes visual regression testing with Playwright and accessibility validation to ensure implementations match the original designs.
    5
    23 npm
    MIT
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    A
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    Enables agents to turn a plain-language description of a device into a complete, validated build package — parts list, 3D-printable parts, wiring, firmware code, picture assembly guide, and tests — that anyone can assemble without electronics experience.
    1
    MIT
  • F
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    Provides an in-memory notebook interface with tools to create, retrieve, list, update, and delete notes, designed to test agent behavior through realistic MCP tool interactions.
    5
    1
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    Free JSON Schema validation, JSON to TypeScript, CSV to JSON, JSON repair and JSON to CSV for AI agents. Hosted MCP plus local STDIO. Connect once with a scoped key; enforce tool allowlists and quotas, inspect request IDs. Runnable repair → validate → CSV workflow. Bounded OpenAPI and webhook checks. No LLM calls or payments. Setup: invokeport.com/agents.
    3
    94 npm
    MIT
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    Enables MCP clients such as Claude Desktop and Claude Code to read café rules, rota, and staff data, check proposed rota changes against the owner's rules, and evaluate customer chat replies before sending. Every tool is read-only, with code checks applied first and AI judging used only when needed.
    1
    MIT
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    Local-first bug reports for coding agents: annotated screenshots, recordings and notes stored on your machine, served over MCP with the images included. Sync reports to GitHub issues when you choose.
    7
    MIT
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    Enables a coding agent to answer "is this iOS release ready?" by running read-only App Store Connect checks: build processing, App Review state, a 13-point submission preflight, release-notes policy linting, and App Store Server Notification reconciliation. The lone write capability is a dry-run-first, seven-gate submission tool that always requires explicit confirmation.
    6
    MIT
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    Translates a lockfile diff into a human-readable upgrade plan. For every dependency bump (npm or PyPI) returns semver class, breaking changes from GitHub release notes, CVEs fixed in the range, migration guide links, and a clear per-package recommendation. Bulk tool ranks up to 50 package changes in parallel by risk (security > caution > review > likely-safe > safe).
    2
    113 npm
    2
    MIT
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    Enables AI agents to verify that every number, money amount, percentage, count, date and time in an AI-written Japanese summary or meeting minutes actually appears in the source text, normalizing kanji numerals, 万/億, full-width digits, Japanese era years, 午前/午後 times and 割/分 rates before comparison. Exposes a read-only check tool that reports each fact as supported, approximate, mismatched or unsupported, plus an extraction tool that lists the quantities in a text.
    2
    1
    MIT
  • A
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    Integrates MantisBT bug tracker into Claude and other MCP clients via the REST API. Read and manage issues, notes, file attachments, tags, relationships, and monitors — with optional offline semantic search across all issues.
    41
    866 npm
    12
    MIT
  • F
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    Provides accessibility acceptance criteria for 51 web and 42 native components from the MagentaA11y project. Enables searching, retrieving component specs, and generating accessibility documentation in multiple formats including Gherkin syntax and developer notes.
    11
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    Enables an assistant to verify whether claims about AI systems hold against supplied evidence bytes, replay conformance vectors, and inspect related terms and artifact digests offline without fetching, writing, or sending data.
    9
    Apache 2.0
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    MCP server for TestFlight and App Store Connect that exposes the App Store Connect API as tools for AI agents, focusing on retrieving beta feedback (screenshots, crash logs) and related app/build/tester data, with read-only operations.
    51
    25 npm
    MIT
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    Enables MCP clients to run a two-agent coding workflow where one AI plans and implements while another reviews, challenges and cross-examines, iterating until consensus and then verifying the result with a real test command. It also exposes persistent session tools to check status, read the transcript, inject notes mid-run, and cancel work.
    24
    MIT
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    A remote MCP server that lets AI agents share HTML pages with real people for visual review and collect their pinned notes as actionable feedback.
    MIT
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    Enables AI agents to retrieve public test fax numbers and email addresses, then list and inspect received test faxes to verify fax machine, fax service, or scan-to-email setups. It is read-only, requires no authentication, and returns masked sender details plus links to PDFs and thumbnails.
    MIT
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    A lightweight Python-based microservice that provides simple echo functionality, receiving messages and returning them back to the client for diagnostic and testing purposes within the MCP framework.
    1
    Apache 2.0
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    Enables AI assistants to run inbox placement tests by handing over seed addresses from live mailboxes at Gmail, Outlook, Yahoo and 30+ other providers, then reporting which messages reached the inbox, which hit spam, and what to fix first.
    1
    MIT
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    Enables AI agents to drive live mobile and desktop browser sessions and measure web/responsive UIs directly from the DOM — computing contrast ratios, touch-target sizes, overflow, clipping, and theme drift as precise text findings tied to CSS selectors instead of screenshot guesswork. A human and the agent share the same live session, so pinned notes, navigation, taps, and device or theme switches are visible to both.
    268 npm
    MIT
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    Enables AI coding agents to query a local code graph over stdio, so they can see what a Git change may affect, find related tests, routes and nodes, and cite evidence paths — read-only and fully on-machine.
    1 npm
    MIT