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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
OneLessTool Reliable (measured) · 100% over 19 checks Does the job (tested) · 19/19

Find software subscriptions you can drop using tools you already own, with vendor-verified prices.

MCP endpoint : https://onelesstool.com/api/mcp · website · measurements and details
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
JPFreeSoft Catalog Reliable (measured) · 100% over 17 checks Does the job (tested) · 17/17

Search Japanese software and AI tools; read recorded facts with source links. Read-only.

MCP endpoint : https://jpfreesoft.com/api/mcp/ · website · measurements and details
Less Annoying CRM MCP by usefulapi Being measured · 100% over 2 checks

Read and write Less Annoying CRM contacts, notes, tasks, events, pipelines and groups.

MCP endpoint : https://less-annoying-crm.usefulapi.io/mcp · website · 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
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
Less variable count, body discarded Not measured yet

Less variable count, body discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/less-ok/mcp · website · measurements and details
Santurce Software Reliable (measured) · 100% over 3 checks Does the job (tested) · 3/3

Explore software engineering services and submit authorized project inquiries.

MCP endpoint : https://santurcesoftware.com/mcp · website · measurements and details
Componecat Private (key required)

Software component catalog: search your org's services, docs, APIs, dependencies, and ownership.

MCP endpoint : https://app.componecat.ai/api/mcp · website · measurements and details
paprika3D (the three.js toolset for coding agents) Not measured yet

Lets coding agents see, play, inspect and speed up three.js, R3F and WebGL pages in headless Chrome

Package npm : paprika3d · website · measurements and details
Less Meeting Private (key required)

Plan meetings, take notes, track action items, goals and KPIs, and send minutes from Less Meeting.

MCP endpoint : https://app.lessmeeting.com/mcp · website · 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
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
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
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
Utility 1 Not measured yet

Small public utility for autonomous clients.

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/util-001/mcp · website · measurements and details
Utility 2 Not measured yet

Small public utility for autonomous clients.

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/util-002/mcp · website · measurements and details
SaaS Think Tank — Software Research Flaky · 83% over 6 checks Does the job (tested) · 5/5

Published software research from SaaS Think Tank. Current MCP edition: app-builder findings.

MCP endpoint : https://saasthinktank.com/mcp · website · measurements and details
Utility 3 Not measured yet

Small public utility for autonomous clients.

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/util-003/mcp · website · measurements and details
Utility 4 Not measured yet

Small public utility for autonomous clients.

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/util-004/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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