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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
19,924measured
6,554proven reliable
Ensembl Being measured · 0% over 1 checks

Ensembl REST MCP.

MCP endpoint : https://gateway.pipeworx.io/ensembl/mcp · website · measurements and details
Dataset Aggregate & Pivot Reliable (measured) · 100% over 42 checks

GROUP BY and pivot tables for JSON rows: 11 functions, date buckets, top N, totals, messy numbers.

MCP endpoint : https://dataset-aggregate-pivot.nerolabs.workers.dev/mcp · website · measurements and details
Ensemble Not measured yet

AI-ready design toolkit: color palettes, typography, spacing, shadows and accessibility audits.

Package npm : @hearthbyte/ensemble-mcp · website · measurements and details
ensembl-mcp Not measured yet

Genome lookup from Ensembl. No key required.

Package npm : ensembl-mcp · website · measurements and details
Kilotest Reliable (measured) · 100% over 41 checks Does the job (tested) · 41/41

Ensemble testing of web pages for accessibility, usability, and web standards

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

Cloud platform for asset research and investment allocation models, saving code, runs and outputs.

MCP endpoint : https://api.ensemble.markets/mcp · website · measurements and details
Zwier (Group event planner) Private (key required)

Plan group events together: dates, itineraries, expenses, polls, and tasks.

MCP endpoint : https://mcp.zwier.app/mcp · website · measurements and details
Dataset Aggregate, Group By & Pivot Private (key required)

Returns GROUP BY and pivot tables for any Apify dataset, file or Google Sheet by URL, or JSON...

MCP endpoint : https://mcp.apify.com/?tools=nerolabs/dataset-aggregate-pivot · website · measurements and details
Ephemeris Time-Series Forecasting Being measured · 100% over 2 checks

Probabilistic time-series forecasts from zero-shot foundation models: routed, single or ensembled.

MCP endpoint : https://ephemeris.cascade.industries/api/mcp · website · measurements and details
ensembl-mcp-server Flaky · 75% over 4 checks Fails real tasks · 0/3

Look up genes, sequences, variants, homologs, and cross-database xrefs from Ensembl REST.

MCP endpoint : https://ensembl.caseyjhand.com/mcp · website · measurements and details
drainbrain Not measured yet

AI-powered Solana token rug pull detection with ML ensemble scoring and honeypot detection.

Package npm : drainbrain-mcp-server · website · measurements and details
API Blueprint group count, body discarded Reliable (measured) · 100% over 7 checks

API Blueprint group count, body discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/blueprint-ok/mcp · website · measurements and details
Approval Group Directory Being measured · 0% over 1 checks

Select a reviewer group.

MCP endpoint : https://determination-unlimited-consultancy-spy.trycloudflare.com/mcp/reviewer-group-complete · measurements and details
Nephyr Weather Not measured yet

GFS ensemble weather signals for prediction market edge detection across 12 cities

Package pypi : nephyr-weather · website · measurements and details
Weather for Grown Ups Not measured yet

Operational NWP, ensembles, AI weather models, regional forecasts, history, and verification.

Package npm : weather-for-grown-ups · website · measurements and details
Report-To group count, body discarded Not measured yet

Report-To group count, body discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/report-to/mcp · website · measurements and details
Limzo Telegram Group Stats Reliable (measured) · 100% over 43 checks Does the job (tested) · 43/43

Read-only stats for public Telegram groups tracked by Limzo, the anti-spam bot. No API key.

MCP endpoint : https://limzo.com/api/public/mcp · website · measurements and details
robots.txt group count Not measured yet

robots.txt group count

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/robots-count/mcp · website · measurements and details
Ansible hosts group count, body discarded Reliable (measured) · 100% over 7 checks

Ansible hosts group count, body discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/ansible-ok/mcp · website · measurements and details
Employment Lawyers Group Being measured · 50% over 2 checks Real task being tested · 1/1

California employee-side employment law firm: offices, page search, consultation requests.

MCP endpoint : https://admin.worklawyerca.net/public/agent/mcp.php · 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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