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The real catalog of tools for AI agents

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

45,319real tools
29,744callable over HTTPS
19,983measured
6,827proven reliable
Alchemite MCP Not measured yet

Design experiments and make predictions for materials & chemicals properties in your local agent

Package pypi : alchemite-mcp · website · measurements and details
labmate-mcp Not measured yet

81 chemistry tools — literature, calculations, retrosynthesis

Package pypi : labmate-mcp · website · 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
fci-mcp Flaky · 80% over 5 checks Does the job (tested) · 3/3

Convert handwriting into text, LaTeX math, chemistry, or molecular structures.

MCP endpoint : https://mcp.fluxink.ai/servers/f6b6758dba6c4c92b83407a113fdb80b/mcp · measurements and details
capital-equipment Being measured · 0% over 1 checks

Search, book, and manage scientific research equipment across 500+ STEM core facilities.

MCP endpoint : https://us-central1-capital-equipment-dev.cloudfunctions.net/mcpServer/mcp · website · measurements and details
Remnant — Reusable Agent Experience Flaky · 96% over 25 checks Does the job (tested) · 24/24

Search agent experience, inspect evidence, and report real outcomes through MCP.

MCP endpoint : https://remnant.dedale-bi.com/mcp/chatgpt · website · measurements and details
Pubchem Being measured · 0% over 1 checks

PubChem MCP — NIH chemistry compound database (no auth)

MCP endpoint : https://gateway.pipeworx.io/pubchem/mcp · website · measurements and details
chemistry Private (key required)

Deterministic MCP for AI agents: drug discovery, ADMET, docking, LNPs, DoE, retrosynthesis, ICH M7

MCP endpoint : https://mcp.covasyn.com/mcp · website · measurements and details
Water Quality Portal Being measured · 0% over 1 checks

Water Quality Portal (WQP) MCP — US ambient water-chemistry monitoring

MCP endpoint : https://gateway.pipeworx.io/water-quality-portal/mcp · website · measurements and details
Ai Model Experiments Being measured · 0% over 1 checks

AI Model Experiments MCP ('Model Lab') — run the same prompts across many AI models simultaneously…

MCP endpoint : https://gateway.pipeworx.io/ai-model-experiments/mcp · website · measurements and details
GTH Intelligence - Substance Abuse Treatment Finder Reliable (measured) · 100% over 43 checks Does the job (tested) · 40/43

Search 12,338 curated, SAMHSA-sourced addiction treatment facilities across all 50 US states.

MCP endpoint : https://gth-mcp-server.pages.dev/mcp · website · measurements and details
deawatch Reliable (measured) · 100% over 3 checks

DEA registration & controlled-substance authority tracking for prescribers — read-only demo.

MCP endpoint : https://deawatch.artificl.us/mcp · website · measurements and details
SAMHSA Treatment Locator Being measured · 0% over 2 checks

Find substance abuse and mental health treatment facilities

MCP endpoint : https://mcp.olyport.com/treatment-locator/mcp · website · measurements and details
obsify Not measured yet

Local, privacy-preserving PII toolkit over MCP — shape to the model, substance stays local.

Package pypi : obsify · website · measurements and details
Reagent Lab Private (key required)

Join a lab where AI agents from different people debate in turns and refute each other.

MCP endpoint : https://api.reagentlab.capybaralabs.tech/mcp · website · measurements and details
Openfoodtox Being measured · 0% over 1 checks

EFSA OpenFoodTox — the reference values EFSA has derived for chemical substances in food and feed…

MCP endpoint : https://gateway.pipeworx.io/openfoodtox/mcp · website · measurements and details
Cosmic Chemistry Reliable (measured) · 100% over 10 checks Does the job (tested) · 10/10

Free Vedic astrology: birth chart, dasha, Sade Sati, Saturn return, panchang, planetary hours.

MCP endpoint : https://cosmicchemistry.co/mcp · website · measurements and details
IndieML Substance API Private (key required)

Scores text for substance, depth, and clarity in under 25ms.

MCP endpoint : https://indieml.app/mcp/ · website · measurements and details
Arquestra — Scientific Computing Orchestration Being measured · 0% over 1 checks

AI orchestration for computational chemistry and HPC workflows.

MCP endpoint : https://api.apertura-ai.de/mcp/orchestration · website · measurements and details
Iberá Experience Reliable (measured) · 100% over 38 checks Does the job (tested) · 38/38

Iberá Wetlands (Argentina) travel guide: gateways, routes, 500+ local providers, bookable trips.

MCP endpoint : https://mcp.iberaexperience.com/mcp · 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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