"ABB RobotStudio" matching MCP servers:

MCP server wrapping the GNU Backgammon neural network evaluation engine. Provides 18 tools for position analysis, move evaluation, rollouts, and board conversion.

Resume parsing & candidate matching engine (European markets - ONSS/DIMONA compliance).

A local MCP server that forwards tools from an upstream experiment platform and adds AI Agent tools for experiment analysis and skill debugging.

AI-powered industrial fault diagnosis MCP server with 8 tools for diagnosing equipment faults, searching parts, decoding VINs, and managing equipment profiles. Covers 313+ fault codes for Allen-Bradley, Siemens, ABB, Mitsubishi, and Fanuc PLCs.

Exposes 21 tools that drive a CBB extraction pipeline end to end: starting and monitoring runs, pulling next requests and replying, building and linting boxes, running wiring/id-source/acceptance gates, and routing model calls with stats and policy. It also supports human adjudication — lexicon approval, superseding records, conflict resolution and quarantine rulings — plus doctor, capabilities and smoke diagnostics.

Enables AI-powered database operations on Oracle Autonomous Database via natural language, including SQL translation, schema exploration, and API orchestration.

Enables prediction of blood-brain barrier permeability for drug molecules via machine learning, with molecule name lookup, plain-language explanations, similar drug search, and applicability domain checks. Exposes these as MCP tools and orchestrates them via a LangGraph agent.

Adds a challenger to your AI chat, enabling debate with multiple AI debaters to refine answers.

Provides real-time, up-to-date documentation for major LLM providers (OpenAI, Anthropic, Google Gemini) to prevent hallucinations and outdated code patterns in AI agents.