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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
19,862measured
5,943proven reliable
Dearovo MCP Reliable (measured) · 100% over 9 checks

Relationship-aware writing guidance and links to sendable-message experiences.

MCP endpoint : https://dearovo.com/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
mcp Being measured · 0% over 2 checks

Company knowledge, services, case studies, pricing, and tools for craftable software.

MCP endpoint : https://mcp.craftablesoftware.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
Softwareheritage Being measured · 0% over 1 checks

Software Heritage MCP.

MCP endpoint : https://gateway.pipeworx.io/softwareheritage/mcp · website · measurements and details
coalesce-transform Not measured yet

MCP server for managing Coalesce Transform workspaces, nodes, pipelines, and runs.

Package npm : coalesce-transform-mcp · website · measurements and details
qatouch Not measured yet

MCP Server for software testing, test case management, test execution, and defect tracking.

Package npm : qatouch-mcp-server · website · measurements and details
keeping-mcp Not measured yet

MCP server for the Keeping time-tracking API

Package npm : keeping-mcp · website · measurements and details
submitby.ai Flaky · 83% over 6 checks Does the job (tested) · 5/5

A software directory your agent submits to. Search, submit, verify, and manage listings through MCP.

MCP endpoint : https://submitby.ai/mcp · website · measurements and details
NetLicensing MCP Server Not measured yet

Labs64 NetLicensing MCP server for AI-driven software license lifecycle management.

Package pypi : netlicensing-mcp · 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
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
Saaskly: B2B software reviews and comparisons Flaky · 94% over 18 checks Does the job (tested) · 17/17

Independent UK business software reviews, rankings and real pricing as read-only MCP tools.

MCP endpoint : https://saaskly.com/mcp · website · measurements and details
AIBuilder Marketplace: software pricing dossiers Reliable (measured) · 100% over 18 checks Does the job (tested) · 18/18

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
All4Clinic Flaky · 96% over 28 checks Does the job (tested) · 27/27

Help guides, plans and demo booking for All4Clinic, the clinic management software used in Brazil

MCP endpoint : https://api.all4clinic.com.br/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
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
netlicensing Not measured yet

Create and manage software licenses, products, modules, and customer licensing agreements

Package pypi : mcparmory-netlicensing · website · measurements and details
Software Sausage Recipe Finder Reliable (measured) · 100% over 17 checks Does the job (tested) · 17/17

Find source-linked AI tool recipes and retrieve complete, reproducible run kits.

MCP endpoint : https://softwaresausage.com/api/mcp · 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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