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The real catalog of tools for AI agents

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

47,279real tools
31,340callable over HTTPS
21,185measured
6,941proven reliable
Execute anti-stuxnet-plc-mcp Being measured · 0% over 1 checks

Premium agentic endpoint for anti-stuxnet-plc-mcp.

MCP endpoint : https://api.m2mcent.com/anti-stuxnet-plc-mcp/sse · measurements and details
WAGO PLC Not measured yet

Read and monitor WAGO PLC parameters over the WDA REST API. Read-only unless writes are allowed.

Package pypi : wago-plc-mcp-server · website · measurements and details
plctap Not measured yet

Agent-PLC MCP Server: read & diagnose Modbus / FINS / MELSEC / S7 / IEC 104 / ENIP / OPC UA PLCs.

Package pypi : plctap · website · measurements and details
TiaCommander Not measured yet

Siemens TIA Portal MCP server — AI-assisted PLC programming. 19 tools, 230 actions.

Package mcpb : https://github.com/a4webdev/tiacommander-mcp/releases/download/v3.42.0/TiaCommander-v3.42.0.mcpb · website · measurements and details
DATPAQ Private (key required)

34 production API tools over one hosted MCP endpoint.

MCP endpoint : https://mcp.datpaq.com/mcp · website · measurements and details
BackPR youth program data Being measured · 0% over 1 checks

Free, sourced US youth program data: state rules, licensed programs, software pricing and templates.

MCP endpoint : https://backpr.com/ai/mcp · website · measurements and details
PLCs.ai Private (key required)

Query Allen-Bradley and Siemens PLC projects, live tag values, and analyses in plain English.

MCP endpoint : https://mcp.plcs.ai/mcp · website · measurements and details
plcsense Not measured yet

Read-only TwinCAT ST intelligence: resolve symbols, library APIs, docs, validate PLC code.

Package npm : @zeugwerk/plcsense · website · measurements and details
Faceabot Rail Belgium — SNCB/NMBS trains Reliable (measured) · 100% over 87 checks Does the job (tested) · 86/87

Belgian trains (treinen) for AI agents (SNCB, NMBS, iRail data): train timetable (horaires, dienstregeling) and connections between stations (Brussels/Bruxelles/Brussel, Liège/Luik, Antwerp/Anvers/Antwerpen, Ghent/Gand/Gent, Namur, Charleroi, Mons, Leuven…), live departures, delays, platforms, cancellations, disruptions. Free, no key.

MCP endpoint : https://faceabot.com/tools-mcp/be-rail · website · measurements and details
festo-codesys-mcp Not measured yet

MCP server for Festo/CODESYS PLCs: IEC 61131-3 ST + validated PLCopen XML generation.

Package npm : festo-codesys-mcp · measurements and details
Faceabot Transit Norway — Vy trains and Norwegian public transport Reliable (measured) · 100% over 88 checks Does the job (tested) · 87/87

Norwegian trains and public transport for AI agents (Vy, NSB, SJ Nord, Go-Ahead, Ruter, Skyss, ferries; official Entur open data): train timetable (togtider, rutetider) and journeys between stations (Oslo, Bergen, Trondheim, Stavanger, Tromsø, Kristiansand, Gardermoen airport…), live departures, platforms, delays, cancellations. Free, no key.

MCP endpoint : https://faceabot.com/tools-mcp/no-transit · website · measurements and details
gk-pay-skills-mcp Being measured · 50% over 2 checks

13 pay-per-use Chinese tools (diagnosis, PLC, copywriting, divination), 0.05 CNY/call via A2M 402.

MCP endpoint : https://gk-pay-skills-mcp-308980-8-1461759720.sh.run.tcloudbase.com/mcp · website · measurements and details
Faceabot Rail Finland — VR trains Reliable (measured) · 100% over 87 checks Partly does the job · 76/87

Finnish trains for AI agents (VR long-distance trains and Helsinki commuter trains; official Digitraffic open data): train timetable (aikataulu, tidtabell) and direct trains between stations (Helsinki/Helsingfors, Tampere, Turku/Åbo, Oulu, Rovaniemi, Helsinki Airport…), live departures, tracks, delays, cancellations. Free, no key.

MCP endpoint : https://faceabot.com/tools-mcp/fi-rail · website · measurements and details
Latest version of a software or package (Faceabot) Reliable (measured) · 98% over 58 checks Does the job (tested) · 56/57

Current stable release of Ollama, React, Next.js, LangChain, Transformers, MCP SDK and 40 more, from GitHub releases, PyPI and npm, with date and install command. Free, no API key.

MCP endpoint : https://info4bot.com/releases/mcp · website · measurements and details
Faceabot Rail Ireland — Irish Rail trains and DART Reliable (measured) · 100% over 40 checks Does the job (tested) · 39/40

Irish trains for AI agents (Iarnród Éireann / Irish Rail Intercity, Commuter, DART and the Enterprise Dublin–Belfast; official realtime open data): direct trains in the next 90 minutes between stations (Dublin Heuston, Dublin Connolly, Cork, Galway, Limerick, Waterford, Sligo, Belfast…), live departures, delays, train positions. Free, no key.

MCP endpoint : https://faceabot.com/tools-mcp/ie-rail · website · measurements and details
Faceabot Transit Switzerland (SBB/CFF) Reliable (measured) · 100% over 37 checks Does the job (tested) · 37/37

Swiss trains and public transport: live connections and departures. Official data, free, no key.

MCP endpoint : https://faceabot.com/tools-mcp/ch-rail · website · measurements and details
Execute drill-core-logger-mcp Being measured · 0% over 1 checks

Premium agentic endpoint for drill-core-logger-mcp.

MCP endpoint : https://api.m2mcent.com/drill-core-logger-mcp/sse · measurements and details
HMI Import Preflight Flaky · 86% over 7 checks Does the job (tested) · 6/6

Independent static checks for supported tag and alarm CSV import formats; no HMI or PLC access.

MCP endpoint : https://factorytalk.regevidencehub.com/mcp · website · measurements and details
Acquisition.gov Reliable (measured) · 100% over 3 checks Fails real tasks · 0/3

Acquisition.gov FAR Overhaul model parts, agency deviations, PDFs, and guidance. 5 tools.

MCP endpoint : https://acquisition-gov.1102tools.com/mcp · website · measurements and details
Programación Siemens — Blog y Cursos Flaky · 83% over 6 checks Does the job (tested) · 5/5

Guías en español de PLC Siemens y TIA Portal: busca y lee +330 tutoriales (SCL, LADDER, AWL, HMI).

MCP endpoint : https://programacionsiemens.com/api/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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