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The real catalog of tools for AI agents

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

44,737real tools
29,284callable over HTTPS
19,924measured
6,554proven reliable
Prelude NZ — Instrument Rental Reliable (measured) · 100% over 3 checks

Search and rent musical instruments in New Zealand. Pricing, teachers, and FAQs.

MCP endpoint : https://prelude.co.nz/mcp/prelude · measurements and details
laboratory.love Reliable (measured) · 100% over 27 checks Does the job (tested) · 27/27

Lab results for phthalates and bisphenols in consumer products, plus crowdfunded testing.

MCP endpoint : https://www.laboratory.love/mcp · website · measurements and details
Labreador Being measured · 100% over 2 checks

Bioassay & ecotoxicology calculators: ELISA 4PL/5PL curves, dietary risk, pollution indices.

MCP endpoint : https://labreador.com/mcp · website · measurements and details
Fantasy Solvers – Balatro Lab Reliable (measured) · 100% over 18 checks Does the job (tested) · 18/18

Supported Balatro scoring and exact small-deck play/discard analysis with verified explanations.

MCP endpoint : https://balatro.fantasysolvers.com/mcp · website · measurements and details
Onchain Alpha Lab Being measured · 0% over 1 checks

Paid MCP tools for onchain alpha research, X content analysis, and KOL distillation.

MCP endpoint : https://mcp.onchainalphamcp.link/mcp · website · measurements and details
llm-orchestration-agent-opentelemetry-instrumentation-fastapi Reliable (measured) · 100% over 43 checks

LLM Orchestration Agent (Opentelemetry Instrumentation Fastapi)

MCP endpoint : https://llm-orchestration-agent-opentelemetry-instrume-a529e4.getvda.ai/mcp · website · measurements and details
Thermo Orbitrap (Instrument API) Not measured yet

MCP server adapter for Thermo Fisher Orbitrap mass spectrometers via the licensed Instrument API.

Package pypi : labmcp-thermo-iapi · website · measurements and details
Scientific Microservices Private (key required)

Valid and reliable data engineering and statistical analysis without hallucinations.

MCP endpoint : https://mcp.scientificmicroservices.com/mcp · measurements and details
Voice To Instrument — Music Utilities Not measured yet

Offline BPM timing, musical note frequencies, MIDI numbers and cents calculations.

Package mcpb : https://github.com/stark-ydq/site-mcp-servers/releases/download/v1.0.0/voicetoinstrument-1.0.0.mcpb · website · measurements and details
Generic SCPI Instrument Not measured yet

Generic MCP server for any SCPI instrument over VISA, TCP or serial, with command allow/deny lists.

Package pypi : labmcp-scpi · website · measurements and details
Forex-GPT MCP Server Being measured · 0% over 1 checks

AI-powered forex and crypto trading analysis with real-time data across 127+ instruments.

MCP endpoint : https://mcp.forex-gpt.ai/mcp · measurements and details
Draconic Market Intelligence Private (key required)

Live multi-signal market intelligence for supported instruments. Analysis only.

MCP endpoint : https://mcp.draconic.ai/mcp · measurements and details
sigrok MCP Server Not measured yet

Wraps sigrok-cli for signal analysis: capture data, decode protocols, and query instruments.

Package oci : ghcr.io/kenosinc/sigrok-mcp-server:0.2.0 · website · measurements and details
IG Digital Lab, Sacramento, CA Reliable (measured) · 96% over 26 checks

IG Digital Lab, Sacramento, CA: independent software & AI automation agency.

MCP endpoint : https://igdigi.com/mcp · website · measurements and details
OpenReadout Not measured yet

Read raw lab-instrument files offline: metadata, previews, integrity checks, open-format export.

Package npm : openreadout · website · measurements and details
Launch Lab XRP Data Reliable (measured) · 100% over 14 checks

XRP research, paper arena and free XRPL transaction explanations / x402 diagnostics. No signing.

MCP endpoint : https://cocoeatsai.com/area4/agent/mcp · website · measurements and details
sentiment-analysis-ai-mcp Not measured yet

Sentiment Analysis Ai MCP Server by MEOK AI Labs

Package pypi : sentiment-analysis-ai-mcp · website · measurements and details
Quantified Investor Portfolio Simulator Private (key required)

Portfolio scenarios with instrument checks, Monte Carlo analysis and interactive reports.

MCP endpoint : https://mcp.quantifiedinvestor.com/mcp · website · measurements and details
tracktag-mcp Not measured yet

AI music analysis for agents: BPM, key, genres, moods, instruments and 35+ tags per track.

Package npm : tracktag-mcp · website · measurements and details
Ask the Grid Private (key required)

Live U.S. electric-grid data, forecasts, alerts, and analysis across major grid regions.

MCP endpoint : https://mcp.askthegrid.com/v1/global · 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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