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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
19,913measured
6,428proven reliable
Mechanical horsepower to kW, number discarded Not measured yet

Mechanical horsepower to kW, number discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/hp-kw/mcp · website · measurements and details
Applystead Flaky · 97% over 36 checks Does the job (tested) · 35/35

Search open jobs from employers' own career sites: roles, companies and posting status.

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

GPU-accelerated MCP server: quantum mechanics, wavefunction evolution, Schrodinger simulations

Package pypi : scicomp-quantum-mcp · website · measurements and details
SteamMaho Reliable (measured) · 100% over 3 checks Fails real tasks · 0/3

Steam games counted by their mechanics: earnings, launch ranges, price bands, crowds, closest games.

MCP endpoint : https://mcp.steammaho.com/mcp · website · measurements and details
BuyerAware Flaky · 91% over 11 checks Does the job (tested) · 10/10

Mechanic-grade used-car listing verdicts: risk score, failure points, repair costs, fair price.

MCP endpoint : https://api.buyerawareapp.com/mcp · website · measurements and details
IO Aerospace MCP Server Being measured · 0% over 1 checks

MCP server for aerospace calculations: orbital mechanics, ephemeris, DSN operations, ...

MCP endpoint : https://mcp.io-aerospace.org · website · measurements and details
chembl-mcp-server Reliable (measured) · 100% over 41 checks Fails real tasks · 0/41

Link compounds to protein targets, rank bioactivity, and look up drug mechanisms and indications.

MCP endpoint : https://chembl.caseyjhand.com/mcp · website · measurements and details
AI Mechanic Private (key required)

AI Mechanic — understand car symptoms and OBD-II codes, check recalls, get repair guidance.

MCP endpoint : https://aimech.app/api/mcp · website · measurements and details
DalalOS Flaky · 86% over 7 checks

Indian NSE/BSE research data and mechanically-computed ratios; read-only market tools.

MCP endpoint : https://mcp.dalalos.in/mcp · website · measurements and details
hypermnesia-mcp Not measured yet

Persistent memory for AI agents — 36 cited neuroscience mechanisms, local-first, hybrid retrieval.

Package pypi : hypermnesia-mcp · website · measurements and details
creator-deals-mcp Not measured yet

Deal mechanics for brand deals, UGC, and newsletter sponsorships: rights, exclusivity, negotiation.

Package npm : creator-deals-mcp · website · measurements and details
usdi-mcp-server Reliable (measured) · 100% over 42 checks

Live tools for USDi: CPI-indexed exchange rate, contract/pool addresses, and mint/redeem mechanics.

MCP endpoint : https://usdi-mcp.onrender.com/mcp · website · measurements and details
local-delegate Not measured yet

Delegate mechanical text tasks to a local OpenAI-compatible LLM to save Claude quota.

Package pypi : local-delegate-mcp · website · measurements and details
HTML to Figma — Design System Not measured yet

Translate HTML prototypes into Figma using your design system's real components and tokens.

Package npm : html-to-figma-design-system · website · measurements and details
Fable Mode Not measured yet

Mechanical write gates, evidence receipts, and adversarial review for AI coding agents.

Package pypi : fable-engine · website · measurements and details
Invoice Purchase Order Matcher Reliable (measured) · 100% over 43 checks

Mechanically reconcile supplied purchase-order lines, invoice lines and goods receipts under expl...

MCP endpoint : https://mcp-factory.bowling-anthony.workers.dev/invoice-purchase-order-matcher/mcp · website · measurements and details
Stellar Memory Not measured yet

Persistent AI memory using orbital mechanics. 100% local, zero API keys, MCP-native.

Package npm : stellar-memory · measurements and details
mcp-job-search Not measured yet

Job search mechanics for an AI assistant: search, fetch postings, render CVs, lint, log.

Package pypi : mcp-job-search-mp · website · measurements and details
PVPWire Not measured yet

Hand-compiled game-mechanics data for Diablo 2, Path of Exile, Diablo 3 and GW2, plus live signal.

Package npm : @pvpwire/mcp-server · website · measurements and details
ChemDraw MCP (unofficial) Not measured yet

Molecule names or SMILES to 2D structures, reactions, mechanisms, spectra - offline via RDKit.

Package pypi : chemdraw-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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