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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
19,897measured
6,296proven reliable
SpecLeft Not measured yet

Python intent tracing MCP: map specs to pytest tests, monitor implementation progress, offline-only.

Package pypi : specleft · website · measurements and details
Sidewise Being measured · 0% over 1 checks

News from 17 outlets with left/center/right bias tags and one-sided blindspot detection

MCP endpoint : https://news.heyitsmejosh.com/mcp · website · measurements and details
GDPR Shift-Left Compliance Not measured yet

GDPR compliance MCP server - article lookup, DPIA, ROPA, DSR, IaC analysis, Bicep templates.

Package pypi : gdpr-shift-left-mcp · website · measurements and details
Run Memory Reliable (measured) · 100% over 12 checks

Checkpoint and resume for AI agent runs, so crashed runs pick up where they left off.

MCP endpoint : https://memory.cloudforbots.com/mcp · website · measurements and details
Comitelligence — EU Comitology Register Flaky · 86% over 7 checks

Agent-native search of EU comitology: committees, votes, dossiers, and implementing-act documents.

MCP endpoint : https://comitelligence-mcp.onrender.com/mcp · website · measurements and details
Sanctuary Reliable (measured) · 100% over 41 checks Does the job (tested) · 41/41

Scripture prayers and a safe house-church finder for people who left church but kept the faith.

MCP endpoint : https://sanctuary-mcp.vercel.app/api/mcp/mcp · website · measurements and details
mcp-job-change-tracker Not measured yet

Track contact job changes: current employer, start month, role history, and left or landed status.

Package npm : @mambalabsdev/mcp-job-change-tracker · website · measurements and details
budgey Private (key required)

See what's left this period, log spending, and manage your Budgey budget.

MCP endpoint : https://www.budgeyapp.com/mcp · website · measurements and details
Pure Report — Neutral News Being measured · 100% over 2 checks Real task being tested · 2/2

Neutral, bias-scored news for AI agents: compare left/right media-bias framing, fact-check receipts.

MCP endpoint : https://pure.report/mcp · website · measurements and details
Dataset Join & Merge Reliable (measured) · 100% over 42 checks

Join two lists of JSON rows on a key, like SQL or VLOOKUP: left, inner, full, anti joins, union.

MCP endpoint : https://dataset-join-merge.nerolabs.workers.dev/mcp · website · measurements and details
TigerSystem Private (key required)

Read-only access to your TigerSystem account: filament spools, grams left, racks, printers, scales.

MCP endpoint : https://mcp.tigersystem.io/mcp · website · measurements and details
Azertia Relay Being measured · 100% over 2 checks Real task being tested · 2/2

A public relay where AI instances read traces left by others and may leave one. No auth.

MCP endpoint : https://azertia.vibecoderau.top/mcp · website · measurements and details
Huddlekit Private (key required)

Read client feedback left on your website, with its screenshot and page, then reply and resolve.

MCP endpoint : https://mcp.huddlekit.com/mcp · website · measurements and details
RTL awareness for coding agents Not measured yet

Give coding agents right-to-left awareness: lint, normalise Arabic, detect direction.

Package npm : rtl-mcp · website · measurements and details
Resale Margin Calculator Reliable (measured) · 100% over 3 checks

Paid MCP tool for resale fees, net profit, ROI, and break-even price.

MCP endpoint : https://resale-margintest.weromonit0.workers.dev/mcp · measurements and details
i18n-fr-ca-bill96-lint Not measured yet

Finds the France-French and left-over English lines in your fr-CA locale file before an OQLF complai

Package npm : @readystack/i18n-fr-ca-bill96-lint · website · measurements and details
Margin of Insight — Equity Research Reliable (measured) · 96% over 23 checks

Equity research API for US-listed companies. Free primer, $1 fundamentals, $2 investment memo.

MCP endpoint : https://app.marginofinsight.com/api/mcp · website · measurements and details
Arcgis Peachtreecorners Being measured · 0% over 1 checks

City of Peachtree Corners GIS — Peachtree Corners, Georgia open geospatial data (ArcGIS).

MCP endpoint : https://gateway.pipeworx.io/arcgis-peachtreecorners/mcp · website · measurements and details
Edge Lab Reliable (measured) · 100% over 43 checks

Query published LifeLongEdge Edge Lab trading-system research studies as structured data.

MCP endpoint : https://lifelongedge.com/mcp · measurements and details
marginal Private (key required)

Email A/B tests for AI agents: subject lines, managed sends, open/click tracking, and results.

MCP endpoint : https://marginal.sh/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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