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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
19,862measured
5,943proven reliable
labmate-mcp Not measured yet

81 chemistry tools — literature, calculations, retrosynthesis

Package pypi : labmate-mcp · website · measurements and details
Biomedical Data Being measured · 100% over 2 checks

Biomedical data: compounds, drug info, and molecular targets

MCP endpoint : https://bio.memoryapi.org/mcp · measurements and details
Cosmic Chemistry Reliable (measured) · 100% over 9 checks Does the job (tested) · 9/9

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

MCP endpoint : https://cosmicchemistry.co/mcp · website · measurements and details
Glazecalc Being measured · 100% over 1 checks Real task being tested · 0/1

Ceramic glaze chemistry: unity formulas, limit checks, substitutes, cones and potters' guides.

MCP endpoint : https://glazecalcapp.com/mcp · website · measurements and details
Elements Live Reliable (measured) · 100% over 43 checks

Research intensity for 118 elements and topics, ~10M papers. Free element scores; x402 pay-per-call.

MCP endpoint : https://www.elements-live.com/mcp · 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
pubchem-mcp Not measured yet

Look up chemical compound properties and synonyms from PubChem. No key required.

Package npm : @mrfentmen/pubchem-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
alchm-kitchen Not measured yet

Live transits, ESMS ingredients, cosmic recipes, synastry & transit×natal overlays by alchm.kitchen

Package npm : @alchm/mcp-server · website · measurements and details
Cosmic's Coast Map Reliable (measured) · 100% over 4 checks Fails real tasks · 0/4

Tides, currents, marine forecasts and warnings for paddlers, anglers and small boats, 26 countries.

MCP endpoint : https://coast.cosmicotter.ca/mcp · website · measurements and details
Cosmic Ephemeris Being measured · 0% over 1 checks

78 astrology calculations, Tarot, symbolic readings and Vedic calendars via two scoped MCP tools.

MCP endpoint : https://api.cosmicephemeris.com/mcp · website · measurements and details
Cosmic's Camp Map Reliable (measured) · 100% over 4 checks Does the job (tested) · 4/4

Can I camp here, and will I have signal? Land status, signal, weather and fires in Canada and the US

MCP endpoint : https://camp.cosmicotter.ca/mcp · website · measurements and details
Cosmic Not measured yet

Manage Cosmic CMS content, media, object types, and AI generation from any MCP client.

Package npm : @cosmicjs/mcp · website · measurements and details
Celestium: Cosmic Compass Flaky · 91% over 11 checks Fails real tasks · 0/10

Real astrology for AI agents: cosmic weather, synastry, timing, astrocartography, and divination.

MCP endpoint : https://celestium-cosmic-compass.fly.dev/mcp · measurements and details
Cosmic Correlation Engine Not measured yet

AI Agent Astrology — natal charts, transits, cosmic weather, and forecasts for AI agents.

Package npm : cce-mcp-server · website · measurements and details
nyxmix Not measured yet

Agent-first multitrack audio editor: edit sessions live with a human watching.

Package npm : nyxmix · 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
Catalyst evidence graph Reliable (measured) · 100% over 43 checks Does the job (tested) · 42/42

Findings on what compounds and supplements do in the body, with evidence strength, quote and paper.

MCP endpoint : https://catalystproject.ai/mcp · website · measurements and details
quantum-artificer Reliable (measured) · 100% over 43 checks

Scientific compute for AI agents: symbolic, numerical, quantum, chemistry, ODE. Paid via x402.

MCP endpoint : https://quantum-artificer.surewhynot.app/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

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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