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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
Unleashed Software MCP by usefulapi Reliable (measured) · 100% over 3 checks

Check products, stock on hand, customers, orders, invoices and quotes, and create records.

MCP endpoint : https://unleashed-software.usefulapi.io/mcp · website · measurements and details
JMRI MCP Not measured yet

JMRI voice/chat control for DCC model railroads

Package mcpb : https://github.com/HO44-PROJECT/MrJ-JMRI-MCP/releases/download/v1.0.0rc4/jmri-mcp-1.0.0rc4.mcpb · website · measurements and details
Chaparral Software MCP Reliable (measured) · 100% over 43 checks

Independent AI consulting — services, dispatches, cairns, and 40-year client history.

MCP endpoint : https://chapsoft.com/mcp · measurements and details
Execute acoustic-reverb-simulator-mcp Being measured · 0% over 1 checks

Premium agentic endpoint for acoustic-reverb-simulator-mcp.

MCP endpoint : https://api.m2mcent.com/acoustic-reverb-simulator-mcp/sse · measurements and details
100Hires - AI ATS & Recruitment Software Flaky · 86% over 7 checks

Official 100Hires MCP: AI ATS & Recruitment Software for candidates, jobs, applications, interviews.

MCP endpoint : https://mcp.100hires.com/mcp · website · measurements and details
Argent Not measured yet

Drive iOS Simulators, Android emulators, TVs and Electron/web apps from your coding agent

Package npm : @swmansion/argent · website · measurements and details
Santurce Software Reliable (measured) · 100% over 4 checks Does the job (tested) · 4/4

Explore software engineering services and submit authorized project inquiries.

MCP endpoint : https://santurcesoftware.com/mcp · website · measurements and details
AgentCloud — Hosted iOS Simulator MCP Private (key required)

Build, run, and inspect iOS apps in disposable hosted Simulators from cloud coding agents.

MCP endpoint : https://api.agentcloud.so/mcp · website · measurements and details
whatif Being measured · 100% over 2 checks

Conversational what-if simulation: build, diagnose and compare Petri-net models; CC0 catalog.

MCP endpoint : https://sim.pflow.xyz/mcp · website · measurements and details
Cloud World Model Flaky · 80% over 5 checks Does the job (tested) · 3/3

Simulate cloud infrastructure and estimate cost before deploying or changing infrastructure.

MCP endpoint : https://www.cloudworldmodel.ai/mcp · website · measurements and details
BioMASS ODE Model Builder Not measured yet

Construct, inspect, visualize, and simulate evidence-backed ODE models with BioMASS

Package pypi : mcp-biomodelling-servers · website · measurements and details
Tokenomic-Pulse Being measured · 0% over 1 checks

DeFi protocol simulation model scoring tokenomic structures.

MCP endpoint : https://tokenomic-pulse-mcp.vercel.app/api/mcp · measurements and details
AIBuilder Marketplace: software pricing dossiers Reliable (measured) · 100% over 19 checks Does the job (tested) · 19/19

Dated plan prices, cost traps with evidence and hands-on results for 540 business-software tools.

MCP endpoint : https://api.aibuildermarketplace.com/mcp · website · measurements and details
Hydrata - ANUGA Flood Simulation Reliable (measured) · 96% over 26 checks

Run ANUGA flood simulations, track progress, and retrieve results on Hydrata Cloud.

MCP endpoint : https://hydrata.com/mcp/ · website · measurements and details
ToolScout Software Recommendation Being measured · 0% over 1 checks

Deterministic ToolScout software recommendations; affiliate relationships do not affect ranking.

MCP endpoint : https://trytoolscout.org/mcp · website · measurements and details
Software Prices France Flaky · 86% over 7 checks Does the job (tested) · 6/6

Read-only French software project prices: public contracts (DECP) and verified private figures.

MCP endpoint : https://mcp.jaikin.eu/mcp · website · measurements and details
PulseLake Simulation Research Private (key required)

Synthetic persona research and world simulations, with previewed credits and report files

MCP endpoint : https://ai-consultants.pulselake.co/oauth/simulation-research-chat · website · measurements and details
MaBoSS Boolean Network Simulator Not measured yet

MCP server for Boolean network simulation and attractor analysis using MaBoSS

Package pypi : mcp-biomodelling-servers · website · measurements and details
Solapur Software Developers Registry Being measured · 0% over 1 checks

Public read-only MCP HTTP gateway for the Solapur software developers registry.

MCP endpoint : https://solapursoftwaredevelopers.dominal.in/api/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

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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