MCP server

Exposes ChatGPT as an OpenAI-compatible REST API and MCP server by driving a Chrome browser via CDP-driven automation.

Lets an AI client run headless Screaming Frog crawls, export crawl data, aggregate results, and manage stored crawls via the CLI.

Allows an AI assistant to write, push, and test MicroPython code directly on PicoCalc MicroPython hardware over USB.

Lets an AI client build tracks, edit MIDI, load devices, mix, and analyze .als project files in Ableton Live.

Provides persistent, neuroscience-inspired memory for AI coding agents using local SQLite or PostgreSQL storage.

Exposes Appwrite's API including databases, users, functions, teams, and storage as tools for AI clients.

Finds business leads with verified email evidence and manages outreach through CRM, sequences, and deal pipelines.

Provides agentic memory for cyber threat intelligence by extracting entities, building STIX 2.1 knowledge graphs, and performing intent-aware retrieval.

Allows AI clients to search and cite official text from over 1.2 million Brazilian laws and regulations.

Enables AI agents to perform 3D parametric modeling, CNC toolpath generation, mesh manipulation, and error diagnosis within FreeCAD.

Provides AI agents with durable, local-first memory about people, including relationships, roles, communication preferences, and interaction histories.

Enables AI clients to perform reverse engineering on ELF, Mach-O, and PE binaries using Ghidra to decompile, disassemble, and trace value flows.

Queries USAspending.gov for federal contracts, grants, loans, subawards, recipients, agencies, and federal accounts.

Allows an AI agent to read laser power, log stability, set wavelength correction, and manage sensor settings for Thorlabs optical power meters via SCPI.

Allows an AI agent to monitor and control Thermo Fisher Orbitrap mass spectrometers in real time via the Instrument API.

Enables an AI agent to monitor vacuum system gas composition using Stanford Research Systems RGA100, RGA200, or RGA300 mass spectrometers.

Enables an AI agent to control Stanford Research Systems lock-in amplifiers to read outputs, set parameters, and perform frequency sweeps.

Enables AI agents to control and monitor laboratory automation instruments that implement the SiLA 2 standard.

Enables AI agents to control IEEE 488.2 / SCPI instruments like multimeters and oscilloscopes via VISA, TCP, or serial interfaces with safety command filtering.

Lets an AI agent control Sartorius laboratory balances to weigh samples, tare containers, log weight series, and run internal adjustments via the SBI protocol.