"pandas" matching MCP servers:

A-share realtime stock data MCP server: NATS-pushed quotes, Level-2, DDX large orders, fund flows, and AI stock screening for Shanghai/Shenzhen/Beijing markets. 176 server-side endpoints with 22 open tools that work out of the box via a free public test account (pandastock / pandastock).

Enables AI coding assistants to scan, review, and explain AI, agent, and MCP security issues, run AISVS verification, and access OWASP-anchored standards controls from the IDE via stdio.

MCP server for querying PanDA documentation, analyzing job errors, and retrieving JSON data using multiple AI models.

MCP server that provides a persistent IPython kernel for executing Python code with pre-loaded numpy, pandas, and matplotlib, supporting stateful computation and inline visualizations.

Exposes the Panda-TAMP planning stack as tools via the Model Context Protocol, enabling natural language-driven goal grounding and closed-loop task and motion planning for a simulated Franka Panda robot.