"Mix" matching MCP servers:

This MCP server enables querying Medicaid drug utilization, managed-care enrollment, and state enrollment data from CMS's public Medicaid Open Data API, with tools for trends, market analysis, and program mix without authentication.

Enables conducting spatial preference interviews for the MIXI lighting brand via Claude.ai, with results saved to Cloudflare KV.

MCP server that provides AI agents with access to public social media data, including hot lists, searches, content details, user profiles, posts, and comments from platforms like Douyin, Xiaohongshu, Bilibili, and Weibo.

Enables Claude Code to interact with Jupyter notebooks, perform semantic search over knowledge files, and manage research projects.

Enables direct access to CSMAR financial databases through Claude Code. Supports 240+ databases including financial statements, stock trading data, and company information with intelligent login management and 11 MCP tools.

Enables Claude Code to control Ansys engineering simulations (CFD, FEA, meshing, post-processing) through natural language commands via PyAnsys.

Enables agents to inspect and analyze ROS recordings through MCP tools and resources, including topic indexing, frame/point-cloud/depth sampling, IMU/odometry series, calibration, and exportable clips, previews, and reports. It provides bounded queries and materialization of analysis artifacts without requiring a ROS installation.

Provides in-process RDKit cheminformatics operations — descriptors, fingerprints, similarity and substructure search, reaction enumeration, standardization, and 3D conformer generation — for AI agents.