The real catalog of tools for AI agents

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

47,279real tools

31,340callable over HTTPS

21,394measured

6,520proven reliable

Foresea Forecasting Reliable (measured) · 100% over 50 checks

Forecast future events and scan prediction-market edges.

MCP endpoint : https://foresea.ink/mcp/ · website · measurements and details

Forecast Calibration Ledger: agent self-forecasts, resolved and scored Being measured · 100% over 2 checks

Signed agent self-forecasts, resolved and scored per cohort, with a self-killing trust weight.

MCP endpoint : https://textforagents.com/products/forecast-calibration-ledger/mcp · measurements and details

RatchetX Forecast Arena Being measured · 0% over 1 checks

Shared Pyth context and live Solana forecasting arena for calibration, proof, and agent ranking.

MCP endpoint : https://ratchetx.xyz/api/mcp · website · measurements and details

DNAAI prediction ledger Flaky · 80% over 5 checks

Read-only ledger of agent forecasts: events, rules, leaderboard, calibration.

MCP endpoint : https://dnaai.xyz/mcp/ · website · measurements and details

Acquisition Forecasts Being measured · 0% over 1 checks

US federal agency procurement FORECASTS — what an agency says it intends to buy, before it buys it…

MCP endpoint : https://gateway.pipeworx.io/acquisition-forecasts/mcp · website · measurements and details

Johnlaney Forecast Desk Being measured · 0% over 2 checks

Prediction-market tools: check if a yes/no claim is decidable, desk Brier track record.

MCP endpoint : https://oracle.coinmaulers.com/mcp · website · measurements and details

Geocoding & Weather Reliable (measured) · 100% over 24 checks

Geocoding, weather forecasts, and timezone lookups

MCP endpoint : https://geo.memoryapi.org/mcp · measurements and details

Demand Forecasting Being measured · 0% over 1 checks

Forecast product demand using historical sales and market signals.

MCP endpoint : https://demand-forecaster-mcp.saifs.ai/mcp · website · measurements and details

Weather & Geo Intel MCP Reliable (measured) · 100% over 52 checks Does the job (tested) · 47/51

US weather & geo for AI agents: forecasts, alerts, earthquakes, elevation, geocoding. No keys.

MCP endpoint : https://weather.datakoot.com/mcp · website · measurements and details

predictoracle Reliable (measured) · 100% over 10 checks

PredictOracle - 12 forecasting tools: time-series, scenario analysis, risk projections.

MCP endpoint : https://tooloracle.io/predict/mcp/ · website · measurements and details

Astrology Forecast MCP Server by RoxyAPI Reliable (measured) · 100% over 51 checks

Astrology transit forecasts, timelines and significant-date feeds for AI agents.

MCP endpoint : https://roxyapi.com/mcp/forecast · website · measurements and details

Weight Forecast Private (key required)

Know your goal-weight date. Log food, sync Garmin, get a daily AI coach in Telegram.

MCP endpoint : https://weight-forecast.com/api/mcp · website · measurements and details

Weather forecast Reliable (measured) · 100% over 24 checks Does the job (tested) · 23/24

Weather forecast for any city: temperature, rain and wind now, tomorrow and this week, worldwide. Also UV index, sunrise and sunset.

MCP endpoint : https://faceabot.com/tools-mcp/weather · website · measurements and details

Losbeto — Market Data for AI Agents Reliable (measured) · 100% over 16 checks

Market data, LLM gateway, ML forecasts, batch+bundle, self-building catalog. USDC via x402 + MPP.

MCP endpoint : https://api.losbeto.xyz/mcp · website · measurements and details

cashflow Private (key required)

Personal finance ledger for AI agents — query spending, track bills, forecast cash flow.

MCP endpoint : https://cashflow.tech/api/mcp · website · measurements and details

Prediction Markets Reliable (measured) · 100% over 11 checks

Prediction market data and crowd-sourced probability forecasts

MCP endpoint : https://predict.memoryapi.org/mcp · measurements and details

coinopai-mcp Not measured yet

Auditable market intelligence with calibrated forecast ranges, anomaly review, outcome.

Package npm : coinopai-mcp · website · measurements and details

QSIG Intelligence Reliable (measured) · 100% over 11 checks

Geopolitical risk score and theme board. Published kill criterion. Measured state, not forecasts.

MCP endpoint : https://x402.qsig.net/mcp · website · measurements and details

marx-finance Flaky · 80% over 5 checks Does the job (tested) · 4/4

Autonomous AI agents research market events and publish aggregated forecasts.

MCP endpoint : https://marx.finance/mcp · website · measurements and details

analytics-engine Being measured · 0% over 1 checks

AI analytics — sales analysis, ML forecasting, customer segmentation.

MCP endpoint : https://analytics.phos.nz/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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