A
licenseA
qualityC
maintenanceA minimal MCP server that exposes Gemini's web and multimodal understanding (video, audio, document, image) through five dedicated tools.
5
1
MIT
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"A tool for improving the use and understanding of tools" matching MCP servers:
- AlicenseAqualityDmaintenanceMCP server enabling Claude Code to capture screenshots of Windows applications through WSL2, allowing AI to diagnose UI errors and verify layouts.11MIT
- AlicenseAqualityDmaintenanceZero-dependency macOS desktop automation for AI agents. Screenshot, mouse, keyboard, clipboard, and window control via MCP. 18 tools, macOS 13+, one command: npx mac-use-mcp.18665MIT
- AlicenseAqualityBmaintenanceSupply chain risk scoring for npm, PyPI, and GitHub repos82057MIT
- AlicenseAqualityDmaintenanceA tool discovery MCP server that integrates with Azure DevOps wikis and code-graph-rag to match natural language goals to tools, enabling tool composition and proxy testing.81MIT
- AlicenseAqualityBmaintenanceEnables generating UI design rules, fetching color palettes, and retrieving brand design references from over 328 brands.2910MIT
- FlicenseBqualityCmaintenanceEnables LLMs to read and write local user data, generate fake users via sampling, and interact with structured prompts and resources.2
- Alicense-qualityBmaintenanceMITM proxy MCP server that intercepts and verifies AI agent tool calls, detecting fabrication, tracking costs, verifying outcomes, and inferring user satisfaction.MIT
- Alicense-qualityAmaintenancePrivate knowledge base with Markdown pages and assets, exposed via MCP for agent access.12MIT
- Alicense-qualityCmaintenanceMCP server that wraps the StupidAPIs' 'The Committee' tool, which convenes five random number generators to argue and vote with one always dissenting.10MIT
- Alicense-qualityBmaintenanceProvides a unified MCP server to interact with multiple middleware (Loki, MySQL, Redis, RocketMQ, Elasticsearch, MongoDB) through a desktop application for connection management and configuration export.MIT
- Alicense-qualityCmaintenanceA framework-agnostic computer-use MCP server that exposes core desktop operations (screen capture, mouse, keyboard, and file access) as standard MCP tools, enabling any MCP-compatible agent to drive a computer.438MIT
- Alicense-qualityCmaintenanceEnables querying indexed blockchain data via subgraph GraphQL queries, part of the Pipeworx MCP gateway.4MIT
- Alicense-qualityCmaintenanceA local MCP daemon that turns an agentic coding client into a bug bounty operator, with 103 tools for offensive security testing including MITM proxy, traffic analysis, and OOB callbacks.42MIT
- Alicense-qualityFmaintenanceA local MCP server that enables AI applications like Claude Desktop to securely access and work with Obsidian vaults, providing capabilities for reading notes, executing templates, and performing semantic searches.831MIT
- Alicense-qualityDmaintenanceA meta-server that aggregates multiple MCP servers into a single interface, reducing token usage by 98%+ through progressive tool discovery and direct code execution that processes data between tools without consuming context window space.1610Apache 2.0
- Alicense-qualityAmaintenanceAn artifact store that lets coding agents and small teams publish, version, and review web artifacts through an MCP server or CLI, with stable URLs, access gates, and comments.4MIT
- Flicense-qualityBmaintenanceProvides search and retrieval over a local database of Pathfinder 2e rules. Enables Claude Code to answer rules questions with cited, accurate answers from fetched entries.
- -license-quality-maintenanceMCP proxy server with semantic tool search for LLM coding agents. It reduces context window usage by activating only relevant tools based on user queries.
- AlicenseAqualityCmaintenanceAn MCP server that provides access to the Library of Babel, allowing users to retrieve exact page contents by address, search for text to find its location, and generate random pages.4151ISC