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Real-time on-demand agile fashion micro-batch manufacturing OS (SHEIN style)

Check AI crawler robots.txt policy and monitor public-site policy, sitemap, and llms.txt changes.

Design, implement, debug, and harden integrations between AI agents and Bitrix24 REST API (webhooks, OAuth 2.0.

Post-completion self-review for coding agents that runs simplify, harden, and micro-documentation passes.

MCP specification for your protocol buffers

Better-Auth MCP Server provides tools for setting up, migrating to, and maintaining Better-Auth authentication systems in web applications. It offers capabilities for analyzing project structures, configuring Better-Auth implementations, testing authentication flows, and debugging security issues. The server implements the Model Context Protocol to expose tools for project analysis, migration planning from existing auth systems (like auth.js/next-auth), security testing, and real-time monitoring of authentication processes. Configuration requires a Better-Auth project ID and API key, and the server can be deployed using Docker or run directly with Node.js, making it valuable for developers implementing or troubleshooting authentication in their applications.

Deutscher Wohngeld-Rechner als MCP — Anspruchsprüfung + Schätzung + Wohngeldstelle-Lookup per WoGG 2024. €1 Mrd unbeansprucht/Jahr. 6 Tools, 34 Tests, no API key needed.

A Todo app leveraging MCP Apps to provide interactive UI within conversations, allowing users to manage todos via Claude Desktop or Claude Code.

Claude Code Skills — the FAF Way · curated, receipt-proven skills that take any project to 100% AI-readiness · open SKILL.md format (Claude, Codex, Copilot, Gemini, Cursor)

Enables coding agents to receive and act on voice-captured tasks delivered as GitHub issues, including retrieving full context, adding notes, asking the developer questions, and closing tasks when complete.

MCP server for Sophtron financial data aggregation that allows clients to search banks, connect accounts, handle MFA, and retrieve accounts, balances, and transactions.

MCP server that exposes an RPN calculator

Single-binary Windows desktop automation server that gives AI agents direct access to the screen. Provides 16 tools spanning vision (screenshots with configurable quality presets, OCR via Windows.Media.Ocr), window management, full mouse and keyboard input including Unicode text, and structured UI element access through the Windows UI Automation API. Designed for automated QA flows, desktop form filling, accessibility auditing, and visual regression testing. Requires no runtime, dependencies, or installation beyond placing the executable.

An MCP server for OpenServerless that exposes action tools for creating, invoking, and managing API endpoints with integrated services like S3, PostgreSQL, Redis, and Milvus.

Verified, sourced, real-time intelligence layer for AI agents.

MCP servers for querying and submitting Ubuntu data via ubq, covering bugs, packages, versions, and merge requests with multiple authentication providers.

Deterministically evaluates whether a proposed agent spend action matches a supplied policy, returning ELIGIBLE, DENY, or STEP_UP with stable reason codes. Provides local policy evidence only, not payment authorization.

Real human judgment as agent tools -- an AI agent can ask a question and get back a structured, schema-validated JSON answer from a real quality-scored human. 16 response types (yes/no, ratings, rankings, A/B tests, sentiment, image/video/audio review, voice/video/photo capture). Fully programmatic signup with a $5 free trial credit, no card required.

Enables searching, retrieving, and downloading Streamline's icons, illustrations, elements, and emojis in PNG or SVG formats with customization options, via MCP-compatible clients.

AI planning coach using the 4To1 Method™ — turn 4-year vision into daily action.