Best Python MCP Servers

Python is a programming language that lets you work quickly and integrate systems more effectively.

View all Python MCP Servers

Why this server?
The Databutton MCP server helps build and deploy Python APIs/MCPs for creating business applications.
Databutton MCP Serverofficial
Developer Tools Agent Orchestration Local
databutton
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security
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license
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An MCP server for doing doing initial app planning and creating a good starting point in Databutton – it starts a new app and generates the initial MVP tasks
Last updated a year ago
1
8
27
MIT
Why this server?
Supports Python 3.10 for the implementation of the server that integrates with ScapeGraph AI
ScrapeGraph MCP Serverofficial
Web Scraping RAG Systems Browser Automation
ScrapeGraphAI
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security
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license
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A 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 updated a month ago
8
59
MIT
Why this server?
Serves as the runtime environment for the MCP server, with commands referencing Python's interpreter for executing the server
YDB MCPofficial
Databases RAG Systems Remote
ydb-platform
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security
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license
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Model 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 7 months ago
7
25
Apache 2.0
Why this server?
Enables running the MCP server directly using Python via the python -m norman_mcp command for direct execution.
Norman Finance MCP Serverofficial
Finance App Automation Hybrid
norman-finance
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security
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license
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Norman 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 capabilities
Last updated 16 days ago
34
20
MIT
Why this server?
Provides access to Scout APM performance monitoring data for Python applications, including traces, errors, endpoint metrics, and performance insights
Scout Monitoring MCPofficial
Monitoring Observability Developer Tools
scoutapp
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security
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license
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Enables 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 2 days ago
9
27
MIT
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
Databases Developer Tools Hybrid
StarRocks
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security
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license
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Acts 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 a month ago
6
155
Apache 2.0
Why this server?
Supports building Python LLM applications with vector database memory capabilities powered by Chroma, enabling embedding-based retrieval for context augmentation.
Chroma MCP Serverofficial
Vector Databases RAG Systems Knowledge & Memory
chroma-core
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security
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license
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A server that provides data retrieval capabilities powered by Chroma embedding database, enabling AI models to create collections over generated data and user inputs, and retrieve that data using vector search, full text search, and metadata filtering.
Last updated 6 months ago
13
515
Apache 2.0
Why this server?
Provides Python-based functionality for rule creation, data querying, and alert management through PyPI package distribution.
Panther MCP Serverofficial
Security Remote
panther-labs
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security
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mcp-panther
Last updated 17 days ago
36
42
Python
Apache 2.0
Why this server?
Requires Python 3.10+ as the runtime environment for the MCP server implementation.
Baidu Vector Database MCPofficial
Vector Databases RAG Systems Hybrid
baidu
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security
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license
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A 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 updated 10 months ago
14
3
Apache 2.0

Databutton MCP Serverofficial

ScrapeGraph MCP Serverofficial

YDB MCPofficial

Norman Finance MCP Serverofficial

Scout Monitoring MCPofficial

StarRocks MCP Serverofficial

Chroma MCP Serverofficial

Panther MCP Serverofficial

Baidu Vector Database MCPofficial