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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
Dibri Reliable (measured) · 100% over 14 checks Fails real tasks · 0/14

Verified answers for AI agents: only from approved documents, with sources, or a refusal.

MCP endpoint : https://dibri.ai/mcp · website · measurements and details
App-Store-Builder Being measured · 0% over 1 checks

Extension bundler packaging plugins for AI agent ecosystems.

MCP endpoint : https://app-store-builder-mcp.vercel.app/api/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
Sigistry Plugin & Skill Catalog Flaky · 88% over 8 checks Does the job (tested) · 7/7

Search verified Claude Code plugins and skills; fetch portable SKILL.md sources. Read-only.

MCP endpoint : https://sigistry.com/mcp · 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
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
SaC — Software as Content Not measured yet

Give your AI agent the ability to respond with live, interactive apps that evolve.

Package pypi : sac-sdk · website · measurements and details
Sigistry Plugin Catalog (formerly Claude Registry) Flaky · 75% over 4 checks Does the job (tested) · 3/3

Renamed: prefer com.sigistry/plugin-catalog. This legacy endpoint keeps working.

MCP endpoint : https://clauderegistry.com/mcp · 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
DSH Plugin Certification Not measured yet

Read-only MCP server exposing the dsh-plugin-certification registry for DeepSeek Harness plugins.

Package npm : dsh-cert-mcp · 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
discovery Being measured · 0% over 1 checks

Search independent software the big engines bury: indie apps, open-source repos, and dev tools.

MCP endpoint : https://devadex.com/mcp · website · measurements and details
Monetize Marketing Private (key required)

The Monetize Marketing App as MCP tools: Brain, mission, training, skills, Library, software. OAuth.

MCP endpoint : https://app.monetizemarketing.com/api/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
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
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
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
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
Everyday Software Voice Demo Reliable (measured) · 100% over 5 checks Does the job (tested) · 5/5

Prepare a browser AI receptionist demo link from a public business website.

MCP endpoint : https://everydaysoftware.ai/mcp/voice-demo · 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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