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Agentic QE platform automating full-stack test plan creation, execution and release gate decisions (TestMu AI style)

Hierarchical semantic chunk re-ranker evaluating hybrid keyword and dense relevance scores for agentic RAG

Enables AI assistants to act as RPG Game Masters by managing campaign state including characters, inventory, quests, and logs through MCP tools. Supports campaign mutations and provides both MCP and HTTP API access to RPG session data.

Playwright-MCP is a server that enables LLM-powered clients to control a web browser for automation tasks. Developed by Shannon Sands, it provides a comprehensive set of browser automation tools including navigation, page interaction, and content extraction capabilities through the Model Context Protocol. The server exposes resources for accessing browser screenshots, implements tools for clicking elements, typing text, and extracting content, and provides a specialized prompt for interpreting web pages. Particularly valuable for AI assistants that need to perform web-based tasks like form filling, data extraction, or automated testing without leaving the conversation interface.

Provides image generation capabilities through multiple providers including Antigravity (Google's Gemini 3 Pro Image) and OpenAI DALL-E with session-based character consistency, multiple aspect ratios, image editing, and multi-image generation for creative workflows.

Enables scanning websites for AI search readiness, generating fixes like llms.txt, and comparing GEO scores across domains.

Guide an AI agent through a full blind Remote Viewing session using the Resonant Contact Protocol (AI IS-BE)

Get programmatic access to 170,000+ verified B2B companies in Spain. Featuring a highly-curated premium subset of 26,000+ CEO direct dials and mobile phones. Bypassing legacy corporate gatekeepers has never been cheaper.

Provides technical SEO tools for AI agents, including structured data generation, meta tag creation, robots.txt validation, and SERP previews, all offline with no API key or account.

Detects, monitors, and analyzes potential wildfires globally using NASA FIRMS, OpenWeatherMap, and Google Earth Engine data.

Solve Boggle boards — find all valid words (German + English) on a 4x4.

Wraps AWS Comprehend for PII detection and redaction, allowing users to upload files and remove PII via natural language in Claude Desktop.

Persistent SSH sessions for AI agents via tmux - No regex, no complexity, just visual snapshots

Real-time merchant transaction enrichment and bank statement cleaner (spade.dev style)

Hosted MCP server for the Eulerpool Financial Data API: 250+ tools for stocks, ETFs, macro, crypto, FX, insider trades, 13F and more. Eulerpool is The Financial Data Company.

Git and GitHub operations — repo status, diffs, branches, stashes, PRs, issues, and Actions from MCP.

Gemini Spark Google workspace connector

Scan codebase for environment variables, generate .env.example, validate .env, and ensure .gitignore safety.

A comprehensive MCP server for BambooHR with 47 tools covering employee management, time off, reports, benefits, payroll, goals, training, files, and webhooks, plus 18 React-based UI apps.

Official MCP server for Upstream.so — run cloud live streaming from an AI assistant: streams, playback queues, media library, schedules and multistream destinations.