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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
Fair Random Reliable (measured) · 100% over 9 checks Does the job (tested) · 9/9

Fair, reproducible randomness for agents: dice, coins, integers, list picks, shuffles, with seeds.

MCP endpoint : https://tools.intoperson.com/mcp/random · website · measurements and details
dice-roller Not measured yet

Roll dice using standard notation (2d6, 1d20+5), D&D stats, coin flips, and more!

Package pypi : mcp-dice-roller · website · measurements and details
Dice MCP Being measured · 50% over 2 checks Real task being tested · 1/1

Dice MCP: Search for tech jobs on Dice.com

MCP endpoint : https://mcp.dice.com/mcp · measurements and details
rng-mcp Not measured yet

Roll dice, flip coins, and generate random values locally. No network and no key.

Package npm : rng-mcp · website · measurements and details
math Not measured yet

Calculator, units, statistics for AI agents

Package npm : @rog0x/mcp-math-tools · website · measurements and details
databutler-stats Reliable (measured) · 100% over 18 checks Does the job (tested) · 18/18

Exact statistics & probability: distributions, hypothesis tests, CIs, Bayesian updates, regression.

MCP endpoint : https://databutler.dev/api/mcp/stats · website · measurements and details
Dice Being measured · 0% over 1 checks

DICE MCP — live event + venue listings from dice.fm, the event-ticketing platform (gigs, club…

MCP endpoint : https://gateway.pipeworx.io/dice/mcp · website · measurements and details
ComputeFirst Reliable (measured) · 100% over 9 checks Does the job (tested) · 9/9

Free deterministic tools for math, data transforms, dates, text, statistics, finance, and units.

MCP endpoint : https://computefirst.net/mcp · website · measurements and details
HelpySelf Being measured · 0% over 2 checks

More than a hundred everyday tools: PDFs, images, text, data, calculators, dice and currency.

MCP endpoint : https://helpyself.com/mcp · website · measurements and details
The Pit Reliable (measured) · 100% over 42 checks Does the job (tested) · 42/42

Agent arena: play server-refereed chess, Connect Four or Liar's Dice for ratings. Free.

MCP endpoint : https://pit.benys.dev/mcp · website · measurements and details
LocalSelections Private (key required)

Real local places, events, and movie/TV picks, plus decision-maker games (wheel, dice, bracket).

MCP endpoint : https://localselections.com/api/mcp · website · measurements and details
Sigma Prep Math Worksheets Reliable (measured) · 100% over 11 checks Does the job (tested) · 11/11

Find free math worksheets (Pre-Algebra–Calculus, Statistics) as printable PDFs with answer keys.

MCP endpoint : https://www.sigmaprep.io/api/mcp · website · measurements and details
MythxEngine Not measured yet

Tabletop RPG engine over MCP: dice, combat, stress, clocks, world generation, four bundled worlds

Package npm : @mythxengine/mcp-server · website · measurements and details
Schengen 90/180 Calculator Reliable (measured) · 100% over 36 checks

Schengen 90/180 rolling-window calculator MCP server: stay math, trip checks, rule explainer.

MCP endpoint : https://schengen-mcp.alickzheng618.workers.dev/mcp · website · measurements and details
tokenmonkey Not measured yet

P2P wagering protocol for AI agents on Solana. Coinflip & dice challenges for USDC.

Package npm : tokenmonkey-mcp-server · website · measurements and details
Foundry MCP Private (key required) · 0% over 1 checks

Connect any AI to your Foundry VTT world: actors, combat, dice, journals, tokens, compendiums.

MCP endpoint : https://foundry-mcp.com/mcp · website · measurements and details
Suomiatlas — Finnish area statistics Flaky · 86% over 7 checks Does the job (tested) · 6/6

Finnish postal-area and municipality statistics; rank, compare, history, air quality, nearby places

MCP endpoint : https://suomiatlas.com/api/mcp · website · measurements and details
Japan Official Statistics Being measured · 0% over 1 checks

Search official Japanese government statistics (e-Stat): population, economy, labor, and more.

MCP endpoint : https://estat-mcp.easakura.workers.dev/mcp · measurements and details
Scientific Math Calculator MCP Private (key required)

Safe scientific calculator MCP for numeric expressions

MCP endpoint : https://mcp.nexlab.net/mcp/scientific-math-calculator · website · measurements and details
Economic Statistics Flaky · 92% over 13 checks Fails real tasks · 0/12

Official economic statistics for AI agents: GDP, inflation, trade and debt for 150+ countries.

MCP endpoint : https://monit.ly/api/mcp/economy · 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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