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?
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
A
security
A
license
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quality
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 10 days ago
8
56
MIT
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
A
license
A
quality
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 9 months ago
14
3
Apache 2.0
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
A
license
A
quality
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 2 months ago
6
142
Apache 2.0
Why this server?
Provides a Python client interface for interacting with the MCP server and executing Semgrep scans programmatically.
Semgrep MCP Serverofficial
Code Analysis Security Autonomous Agents
semgrep
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security
A
license
A
quality
An MCP server that provides a comprehensive interface to Semgrep, enabling users to scan code for security vulnerabilities, create custom rules, and analyze scan results through the Model Context Protocol.
Last updated 3 months ago
6
636
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
A
security
A
license
A
quality
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 5 months ago
7
24
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
A
license
A
quality
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 5 months ago
13
482
Apache 2.0
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
A
security
A
license
A
quality
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 10 months ago
1
13
27
MIT
Why this server?
Built with Python (3.12+) as the underlying language, providing the runtime environment for the MCP server implementation.
Doris MCP Serverofficial
Databases Developer Tools Code Execution
apache
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security
A
license
A
quality
Backend 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 ago
8
252
Apache 2.0
Why this server?
Integrates with Python environment, offering access to Optuna's hyperparameter optimization capabilities through a standardized interface.
Optuna MCP Serverofficial
Developer Tools Autonomous Agents Code Execution
optuna
A
security
A
license
A
quality
A 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 updated 3 months ago
26
67
MIT

ScrapeGraph MCP Serverofficial

Baidu Vector Database MCPofficial

StarRocks MCP Serverofficial

Semgrep MCP Serverofficial

YDB MCPofficial

Chroma MCP Serverofficial

Databutton MCP Serverofficial

Doris MCP Serverofficial

Optuna MCP Serverofficial