Why this server?
Supports Python 3.10 for the implementation of the server that integrates with ScapeGraph AI
AlicenseAqualityBmaintenanceA production-ready Model Context Protocol server that enables language models to leverage AI-powered web scraping capabilities, offering tools for transforming webpages to markdown, extracting structured data, and executing AI-powered web searches.Last updated882MITWhy this server?
Built with Python 3.11+ for SignNow eSignature API integration and MCP server functionality
AlicenseAqualityBmaintenancehttps://github.com/signnow/sn-mcp-server MCP server for SignNow e-signature: templates, invites, embedded signing/editor, status & downloads.Last updated256MITWhy this server?
Analyzes Python codebases to extract packages, modules, classes, functions, and web framework routes for structural understanding and navigation.
AlicenseAqualityAmaintenanceStructural graph map of any codebase. Scans entities, relationships, and feature flows across 13 languages so LLMs navigate by structure instead of reading everything.Last updated12136MITWhy this server?
Requires Python 3.10+ as the runtime environment for the MCP server implementation.
AlicenseBqualityDmaintenanceA server that provides access to Baidu Cloud Vector Database functionality through the Model Context Protocol, enabling LLM applications to perform vector searches and database operations via natural language.Last updated143Apache 2.0Why this server?
Provides access to Scout APM performance monitoring data for Python applications, including traces, errors, endpoint metrics, and performance insights
AlicenseAqualityCmaintenanceEnables AI assistants to access Scout Monitoring performance and error data through Scout's API. Provides traces, errors, metrics, and insights for Rails, Django, FastAPI, Laravel and other applications to help identify and fix performance issues like N+1 queries, slow endpoints, and memory bloat.Last updated1328MITWhy this server?
Provides weather information through the Open-Meteo API, allowing users to get current weather conditions for specified cities.
AlicenseAqualityDmaintenanceA Model Context Protocol server that retrieves current weather information for specified cities using the Open-Meteo API, requiring no API key.Last updated14850Apache 2.0Why this server?
Runs on Python 3.8+ with support for Python packages and libraries for implementing stock data analysis tools.
PythonMITWhy this server?
Offers Python client library for programmatic access to business intelligence data, including entity search, profile retrieval, VAT verification, and platform statistics.
AlicenseAqualityBmaintenanceStructured business intelligence for AI agents. 5.5M verified entities across 34 countries, 40.3M BORME mercantile acts, EU VAT validation, GLEIF, healthcare registries. 20 tools.Last updated6MITWhy this server?
Integrates with Python environment, offering access to Optuna's hyperparameter optimization capabilities through a standardized interface.
AlicenseBqualityBmaintenanceA Model Context Protocol server that enables automated optimization and analysis using Optuna, allowing LLMs to perform hyperparameter optimization and interactively analyze optimization results via chat interfaces.Last updated2678MIT
