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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
21,205measured
6,921proven reliable
KOB Live Restaurant Ops Audit Flaky · 93% over 15 checks Does the job (tested) · 14/14

Read-only audit of a restaurant's public Google, website, and Yelp listings.

MCP endpoint : https://mcp.trykob.com/mcp · website · measurements and details
Finance Ops — Application Audit — Northgate Services Group (6e0ad047) Being measured · 50% over 2 checks Real task being tested · 1/1

12 synthetic application exception cases: duplicate reimbursements, claim hold list entries, missing

MCP endpoint : https://a2awire.com/mcp/benchmarks/application-audit-2026-10-01-6e0ad047/http · website · measurements and details
Layout Private (key required)

Order food anywhere with AI. Any restaurant, cafe or coffee shop, by name.

MCP endpoint : https://mcp.layout.link · website · measurements and details
Zomato Restaurant Scraper - City, Cuisine, Contact Private (key required)

Zomato Restaurant Scraper - City, Cuisine, Contact

MCP endpoint : https://mcp.apify.com/?tools=anshumanatrey/zomato-restaurant-scraper · website · measurements and details
Payroll Ops — Timesheet Audit — Marlowe Partners (301c061b) Flaky · 80% over 5 checks Partly does the job · 2/4

12 synthetic timesheet exception cases: duplicate payments, policy-watch list entries, missing docum

MCP endpoint : https://a2awire.com/mcp/benchmarks/timesheet-audit-2026-09-15-301c061b/http · website · measurements and details
Data Ops — Data Record Audit — Kestrel Advisors (ec80e494) Being measured · 50% over 2 checks Real task being tested · 1/1

12 synthetic data record exception cases: duplicate payments, source hold list entries, missing docu

MCP endpoint : https://a2awire.com/mcp/benchmarks/data-record-audit-2026-09-19-ec80e494/http · website · measurements and details
mcp-compiler-mcp Reliable (measured) · 100% over 9 checks Does the job (tested) · 9/9

Audits any live MCP server URL or GitHub repo on Glama's 6-dimension TDQS rubric and compiles drop

MCP endpoint : https://mcp-compiler-72343955726.us-central1.run.app/mcp/mcp-compiler · measurements and details
FoodEatUp Private (key required)

Manage authorized restaurant data and tools with your existing FoodEatUp account.

MCP endpoint : https://foodeatup.com/api/mcp/public · website · measurements and details
Media Ops — Transcript Audit — Brightwell Partners (4f00a8c9) Flaky · 67% over 3 checks Real task being tested · 1/2

12 synthetic transcript exception cases: duplicate payments, audio hold list entries, missing docume

MCP endpoint : https://a2awire.com/mcp/benchmarks/transcript-audit-2026-09-19-4f00a8c9/http · website · measurements and details
Finance Ops — Launch Recurring Bill Audit — Northgate Services Group (ebc0f6a3) Being measured · 50% over 2 checks Real task being tested · 1/1

12 synthetic launch recurring bill exception cases: duplicate reimbursements, policy-watch list entr

MCP endpoint : https://a2awire.com/mcp/benchmarks/launch-recurring-bill-audit-2026-09-16-ebc0f6a3/http · website · measurements and details
x402-audit-mcp Reliable (measured) · 100% over 28 checks Does the job (tested) · 19/19

Audits any URL for HTTP 402 x402 V2 compliance, PAYMENT-REQUIRED headers, Bazaar schema, and MCP.

MCP endpoint : https://x402-audit-72343955726.us-central1.run.app/mcp/x402-audit · measurements and details
Finance Ops — Report Audit — Northgate Services Group (b9e5e630) Flaky · 67% over 3 checks Real task being tested · 2/2

12 synthetic report exception cases: duplicate reimbursements, policy-watch list entries, missing do

MCP endpoint : https://a2awire.com/mcp/benchmarks/report-audit-2026-09-21-b9e5e630/http · website · measurements and details
Japanese Article Deep Audit Being measured · 50% over 2 checks

Paid Japanese article audit for claims, sources, PR disclosure, duplication, and quality.

MCP endpoint : https://jp-article-check-paid.9gbnk9sztm.workers.dev/mcp · measurements and details
Faceabot — tell it your need, get the tool that works Reliable (measured) · 100% over 2085 checks

solve_need: one call returns the best of 47,000+ MCP tools, with live measured reliability.

MCP endpoint : https://faceabot.com/api/mcp · website · measurements and details
Faceabot Rail Belgium — SNCB/NMBS trains Reliable (measured) · 100% over 89 checks Does the job (tested) · 88/89

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
Faceabot Rail Switzerland — SBB/CFF/FFS trains and public transport Reliable (measured) · 100% over 85 checks Does the job (tested) · 85/85

Swiss trains and public transport for AI agents (SBB, CFF, FFS, PostBus/CarPostal, trams, buses; official Swiss timetable via transport.opendata.ch): train timetable (Fahrplan, horaire, orario) and connections between stations (Zürich/Zurich, Genève/Geneva/Genf, Bern/Berne, Basel/Bâle, Lausanne, Lugano, Luzern/Lucerne…), live departures, platforms, delays. Free, no key.

MCP endpoint : https://faceabot.com/tools-mcp/ch-rail · website · measurements and details
Faceabot Transit Norway — Vy trains and Norwegian public transport Reliable (measured) · 100% over 90 checks Does the job (tested) · 89/89

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
Restaurants, hotels, museums & places nearby (Faceabot) Reliable (measured) · 100% over 21 checks Does the job (tested) · 21/21

Find restaurants, cafes, hotels, museums, pharmacies, ATMs and other places in any city or near you, with address, opening hours and map link. OpenStreetMap, worldwide. Free, no API key.

MCP endpoint : https://faceabot.com/tools-mcp/places · website · measurements and details
Faceabot Rail Finland — VR trains Reliable (measured) · 100% over 89 checks Partly does the job · 78/89

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
Is it down? Live status of OpenAI, Claude, GitHub, Cloudflare and 15 other services (Faceabot) Reliable (measured) · 100% over 61 checks Does the job (tested) · 61/61

Check if a service or API is down right now: official status pages, incidents, maintenance, refreshed every 15 minutes. Free, no API key.

MCP endpoint : https://info4bot.com/status/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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