Scores MCP tool docstrings against six quality dimensions to catch low-quality descriptions before publishing. Use as a CI gate for static analysis of Python files with @mcp.tool() decorators.
MIT
444,555 tools. Updated 2026-08-11 17:35
"A YouTube MCP server with statistics, available via npx or Python command" matching MCP tools:
- Run `npx lovie login` in your terminal to authenticate and unlock company formation, banking, cards, and invoices.MIT
- Get MCP server environment details: version info for server, FastMCP, MCP protocol, and Python runtime. Use for debugging and compatibility checks.Apache 2.0
- Check if the MCP server is alive and responsive. Returns a pong with timestamp and server version.MIT
- Retrieve a list of all available tools on the SSH remote management server along with their descriptions.GPL 3.0
- Retrieve the exact install command for any MCP server and target client. Returns a ready-to-paste JSON block.MIT
Matching MCP Servers
Viaofficial
Alicense-qualityBmaintenanceEnables routing context and execution across AI tools like Claude, Cursor, Windsurf, and ChatGPT with a shared memory, task board, and context bus, plus local file conversion.108Apache 2.0- Flicense-qualityBmaintenanceMCP server that provides OpenRouter model pricing data, enabling price lookups, trending/cheapest lists, and model searches without an API key.
Matching MCP Connectors
YouTube MCP — wraps the YouTube Data API v3 (BYO API key)
YouTube video search with transcript extraction as first-class output.
- Checks a repository for Pinned installation and suggests the `npx pinnedai init` command if missing. Run this at the start of work on an unfamiliar repo to ensure AI protections are in place.Apache 2.0
- Starts local or profile-defined MCP servers and retrieves their actual tool lists via MCP list_tools. Use to inspect available tools per server or profile.MIT
- Audit a Claude profile for policy issues like npx starts, env secrets, and invalid server configurations.MIT
- Retrieve Redis server information and statistics by section to monitor performance and diagnose issues.MIT
- Get an overview of Agni Folio, its MCP server capabilities, and instructions for connecting AI to your portfolio via the hosted OAuth server.MIT
- Execute shell commands on remote servers via SSH. Specify the server and command; optionally set timeout, working directory, or dry-run preview.Mozilla Public 2.0
- Verify the MCP server's Python environment, including executable path, version, and installed packages, to ensure correct setup and troubleshoot missing dependencies.BSD 3-Clause
- Diagnose stale-addon issues by comparing the MCP server version against the installed Blender addon, identifying outdated or unknown addon versions.MIT
- Verify server identity and protocol compatibility by retrieving the manifest with protocol version, server name, and available capabilities before interacting with tools.Apache 2.0
- Retrieve a ready-to-paste install configuration snippet for a given MCP server and client, including the install command and config file path.MIT
- Lists available risk factor observer types for ACTUS contract simulation, from simple constants to advanced time-series, with guidance on usage via MCP or Python API.Apache 2.0
- Check the current version of the Optimizely DXP MCP Server and verify if updates are available from the NPM registry.MIT
- Execute commands in a visible terminal window by sending text input to a specified session, allowing real-time command execution and interaction with the terminal environment.MIT
- Statically audits MCP server Python files by enumerating tools registered via decorators and reporting security risks including shell execution, filesystem writes, network egress, and code injection.MIT