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The real catalog of tools for AI agents

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

45,319real tools
29,744callable over HTTPS
19,983measured
6,827proven reliable
geepers-mcp Not measured yet

Resolve Geepers physical handles to exact coordinates + navigation for AI agents.

Package npm : geepers-mcp · measurements and details
vonage-documentation-mcp Reliable (measured) · 100% over 42 checks

MCP server for Vonage API documentation, code snippets, tutorials, and troubleshooting.

MCP endpoint : https://documentation-mcp.vonage.dev/mcp · website · measurements and details
weather Not measured yet

MCP weather server for Windows tutorial

Package npm : @starhawk/mcp-weather-server · 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
codelogic-mcp-server Not measured yet

An MCP Server to utilize Codelogic's rich software dependency data in your AI programming assistant.

Package pypi : codelogic-mcp-server · 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
lineai-mcp-server Not measured yet

An MCP Server to utilize Lineai's rich software dependency data in your AI programming assistant.

Package pypi : lineai-mcp-server · website · measurements and details
KIRUPA Tutorials & Code Library Reliable (measured) · 100% over 3 checks Does the job (tested) · 3/3

Search and read hundreds of web development, JavaScript, CSS, canvas, and DSA tutorials from KIRUPA.

MCP endpoint : https://www.kirupa.com/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
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
Glushkov Modelling MCP Private (key required) · 0% over 1 checks

Ship models, build logs, tutorials, galleries, public URLs, and contextual content search.

MCP endpoint : https://mcp.glushkov-modelling.com/mcp-oauth · 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
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
Crafting Step by Step Reliable (measured) · 100% over 14 checks

Search and cite step-by-step papercraft and craft tutorials with tools, supplies, and video credit.

MCP endpoint : https://www.craftingstepbystep.com/api/mcp · website · measurements and details
dev.to Developer Blogs & Programming Tutorials — buy per-query (devtowatch) Being measured · 50% over 2 checks Real task being tested · 1/1

dev.to developer blog & tutorial feed. $0.01/query. Register in-session — free testnet funds.

MCP endpoint : https://a2awire.com/mcp/data/devtowatch-dev-to-developer-blog-tutorial-firehose-11f3ce/http · website · measurements and details
RetrainMap ETP programs (U.S. DOL Training Provider Results) Private (key required)

Apify MCP: retrainmap/etp-programs - 70,000+ U.S. WIOA training programs, DOL outcomes and costs

MCP endpoint : https://mcp.apify.com/?tools=retrainmap/etp-programs · website · measurements and details
Tutorializer Video Tutorials Flaky · 67% over 3 checks

Write and update video tutorials, voiceovers and pronunciation rules across your projects.

MCP endpoint : https://mcp.tutorializer.com/mcp · website · measurements and details
Bug Bounty Programs Being measured · 50% over 2 checks Real task being tested · 1/1

bug-bounty-programs

MCP endpoint : https://gateway.pipeworx.io/bug-bounty-programs/mcp · website · measurements and details
Santurce Software Reliable (measured) · 100% over 4 checks Does the job (tested) · 4/4

Explore software engineering services and submit authorized project inquiries.

MCP endpoint : https://santurcesoftware.com/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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