A
securityA
licenseA
qualityRemote runtimes for validation and offload jobs.
Last updated 7 days ago
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16
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MIT
Best Python MCP Servers
Python is a programming language that lets you work quickly and integrate systems more effectively.
Why this server?
Comprehensive support for Python across multiple subcommands (verify, test, lint, build, data, audit) allowing validation, testing, and packaging on various Python versions and target environments.
Why this server?
Enables execution of SQL queries against StarRocks databases using Python, supporting both read operations (SELECT queries) and write operations (DDL/DML commands).
StarRocks MCP Serverofficial
AsecurityAlicense-qualityActs as a bridge between AI assistants and StarRocks databases, allowing for direct SQL execution and database exploration without requiring complex setup or configuration.Last updated 2 months ago16161Apache 2.0Why this server?
Allows Python applications to directly consume governed content as plain JSON or Markdown.
Contentrain MCPofficial
AsecurityAlicenseAqualityLocal-first MCP server for AI content governance. 13 tools for model/content management, validation, normalization, and i18n across any framework.Last updated 13 days ago152MITWhy this server?
Built with Python (3.12+) as the underlying language, providing the runtime environment for the MCP server implementation.
Doris MCP Serverofficial
AsecurityAlicense-qualityBackend service implementing the Model Control Panel protocol that connects to Apache Doris databases, allowing users to execute SQL queries, manage metadata, and potentially leverage LLMs for tasks like natural language to SQL conversion.Last updated a month ago8273Apache 2.0Why this server?
Serves as the runtime environment for the MCP server, with commands referencing Python's interpreter for executing the server
YDB MCPofficial
AsecurityAlicense-qualityModel Context Protocol server for YDB databases that enables AI-powered database operations and natural language interactions with YDB instances from any LLM that supports MCP.Last updated 16 days ago725Apache 2.0Why this server?
Built with Python 3.11+ for SignNow eSignature API integration and MCP server functionality
SignNow MCP Serverofficial
AsecurityAlicense-qualityhttps://github.com/signnow/sn-mcp-server MCP server for SignNow e-signature: templates, invites, embedded signing/editor, status & downloads.Last updated 3 days ago155MITWhy this server?
Enables running the MCP server directly using Python via the python -m norman_mcp command for direct execution.
AsecurityAlicense-qualityNorman Finance is an accounting and tax filing autopilot designed for entrepreneurs in Germany. The Norman Finance MCP server enables new ways of interacting with Norman Finance's accounting, tax, and invoicing services. Simplifying financial workflows by integrating Norman Finance API capabilitiesLast updated 18 days ago3420MITWhy this server?
Provides access to Scout APM performance monitoring data for Python applications, including traces, errors, endpoint metrics, and performance insights
Scout Monitoring MCPofficial
AsecurityAlicense-qualityEnables 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 updated 12 days ago927MITWhy this server?
Enables execution of Python code with optional dependencies and file output capabilities
Dumpling AI MCP Serverofficial
AsecurityAlicense-qualityIntegrates with Dumpling AI to provide data scraping, content processing, knowledge management, and code execution capabilities through tools for web interactions, document handling, and AI services.Last updated 9 months ago274829MIT
