The real catalog of tools for AI agents

Google tells you what exists. Faceabot tells you what holds up.

39,052real tools

24,858callable over HTTPS

9,826measured

2,796proven reliable

Dense Knowledge Not measured yet

Local-first MCP memory server for persistent LLM knowledge with BM25 retrieval.

Package pypi : dense-knowledge-mcp · website · measurements and details

Dense Evolution Not measured yet

Real quantum circuit simulator, VQE, molecular Hamiltonians, QM/MM forces, and MD via 21 tools.

Package pypi : dense-evolution · website · measurements and details

Sartorius Balance Not measured yet

MCP server for Sartorius laboratory balances (SBI protocol).

Package pypi : labmcp-sartorius · website · measurements and details

densely Not measured yet

Lossless context compression: 2-8x fewer tokens, byte-exact recovery, search inside payloads

Package pypi : densely · website · measurements and details

JULABO Circulator Not measured yet

MCP server for JULABO heating and refrigerated circulators (CORIO, MAGIO, DYNEO).

Package pypi : labmcp-julabo · website · measurements and details

SiLA 2 Bridge Not measured yet

MCP bridge to any SiLA 2 server (lab-automation standard).

Package pypi : labmcp-sila2 · website · measurements and details

Micro-Manager Microscope Not measured yet

MCP server for microscopes controlled by Micro-Manager (pymmcore-plus).

Package pypi : labmcp-micro-manager · website · measurements and details

NI-DAQmx DAQ Devices Not measured yet

MCP server for National Instruments DAQ devices (NI-DAQmx).

Package pypi : labmcp-ni-daqmx · website · measurements and details

Ocean Insight Spectrometer Not measured yet

MCP server for Ocean Insight / Ocean Optics spectrometers (python-seabreeze).

Package pypi : labmcp-ocean-spectrometer · website · measurements and details

PalmSens Potentiostat Not measured yet

MCP server for PalmSens potentiostats running MethodSCRIPT (EmStat Pico, EmStat4, Sensit, Nexus).

Package pypi : labmcp-palmsens · website · measurements and details

Alicat Mass Flow & Pressure Controller Not measured yet

MCP server for Alicat mass flow and pressure meters/controllers.

Package pypi : labmcp-alicat · website · measurements and details

Bluetooth LE Health Sensors Not measured yet

MCP server for Bluetooth LE health sensors (standard GATT profiles).

Package pypi : labmcp-ble-health · website · measurements and details

IKA Hotplate & Overhead Stirrer Not measured yet

MCP server for IKA hotplate stirrers and overhead stirrers (NAMUR commands).

Package pypi : labmcp-ika · website · measurements and details

Lake Shore Temperature Controller Not measured yet

MCP server for Lake Shore Cryotronics 335/336/350 temperature controllers.

Package pypi : labmcp-lakeshore · website · measurements and details

Rigol Oscilloscope Not measured yet

MCP server for Rigol oscilloscopes (DS1000Z, MSO5000, DHO series): measurements and waveforms.

Package pypi : labmcp-rigol-scope · website · measurements and details

SRS Residual Gas Analyzer Not measured yet

MCP server for SRS RGA100/200/300 residual gas analyzers.

Package pypi : labmcp-srs-rga · website · measurements and details

EPICS Channel Access Not measured yet

MCP server for EPICS Channel Access: read, monitor and guarded writes of process variables.

Package pypi : labmcp-epics · website · measurements and details

LabJack T-series DAQ Not measured yet

MCP server for LabJack T4, T7/T7-Pro and T8 DAQ devices (LJM).

Package pypi : labmcp-labjack · website · measurements and details

Opentrons OT-2 / Flex Not measured yet

MCP server for Opentrons OT-2 and Flex liquid-handling robots (HTTP API).

Package pypi : labmcp-opentrons · website · measurements and details

BrainFlow Biosensing Boards Not measured yet

MCP server for EEG/EMG/ECG/PPG boards via BrainFlow (OpenBCI, Muse, Neurosity, Unicorn, BrainBit).

Package pypi : labmcp-brainflow · website · measurements and details

AI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt

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