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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
19,874measured
6,054proven reliable
TerraLab Reliable (measured) · 100% over 29 checks Fails real tasks · 0/29

Map data ready for QGIS: open data extracts, GIS files, coordinates, elevation, French parcels.

MCP endpoint : https://mcp.terra-lab.ai/mcp · website · measurements and details
GeoEDGE MCP Not measured yet

Geospatial analysis: vector and raster GIS operations, cartographic maps, spatial data access

Package pypi : geoedge-mcp · website · measurements and details
EcoScope Not measured yet

Agent-native ecological data discovery, analysis, visualization, and provenance

Package mcpb : https://github.com/krnzt/ecoscope/releases/download/v0.1.0-alpha.1/ecoscope-v0.1.0-alpha.1-macos-universal.mcpb · website · measurements and details
Mapsource OpenStreetMap & Geospatial APIs Reliable (measured) · 100% over 7 checks Does the job (tested) · 7/7

OpenStreetMap queries, maps/styles, search, routing, terrain, analysis, pipelines, and rendering.

MCP endpoint : https://api.mapsource.io/mcp · website · measurements and details
DaedalMap Disaster and Geospatial Data Flaky · 93% over 15 checks Does the job (tested) · 14/14

Geospatial MCP server for earthquake, tsunami, volcano, disaster, and FX data queries.

MCP endpoint : https://app.daedalmap.com/mcp · website · measurements and details
japan-geospatial-open-data-mcp Not measured yet

Japan geospatial MCP: GSI tiles, e-Stat, MLIT school districts for real-estate analysis.

Package mcpb : https://github.com/atushi1841/japan-geospatial-open-data-mcp/releases/download/v1.0.0/japan-geospatial-open-data-mcp.mcpb · website · measurements and details
Geobble Private (key required)

Geospatial workspace: manage sources and maps, run spatial analysis, and publish interactive maps

MCP endpoint : https://api.geobble.com/mcp · website · measurements and details
ShowMeOnMap Flaky · 90% over 10 checks

Ask in plain English, get a rendered, shareable map from live public data. 24 geospatial tools.

MCP endpoint : https://showmeonmap.com/api/mcp · website · measurements and details
WildDatum Not measured yet

Agent-native ecological data discovery, analysis, visualization, and provenance

Package mcpb : https://github.com/krnzt/wilddatum/releases/download/v0.1.0-alpha.3/wilddatum-v0.1.0-alpha.3-macos-universal.mcpb · website · measurements and details
loc8n Geographic Data Being measured · 0% over 1 checks

U.S. demographics, housing, mortgage, migration, and employment data via loc8n API

MCP endpoint : https://mcp.loc8n.com/sse · website · measurements and details
mcp Flaky · 86% over 7 checks

Ground your AI applications with trusted geospatial data from Google Maps.

MCP endpoint : https://mapstools.googleapis.com/mcp · measurements and details
MetricDuck — Financial Analysis Reliable (measured) · 100% over 43 checks

SEC data layer for AI agents — financials, screening, every figure traceable to its filing.

MCP endpoint : https://mcp.metricduck.com/mcp · measurements and details
market-data-analyzer Not measured yet

Stock technical analysis (SMA, RSI, MACD), portfolio tracking, crypto analysis, screening

Package npm : market-data-analyzer · website · measurements and details
Crypto Data & Market Analysis Agent Flaky · 94% over 16 checks Partly does the job · 12/15

Crypto positioning and macro for agents: funding, open interest, execution cost, volatility

MCP endpoint : https://crypto-asistent.com/mcp · measurements and details
Dietary Supplement Analysis (NIH data) Flaky · 92% over 12 checks Fails real tasks · 0/11

NIH supplement checks: upper limits, drug and herb interactions, FDA recalls, with citations.

MCP endpoint : https://agents.trackmysupplement.com/mcp · website · measurements and details
iLook Face Analysis Reliable (measured) · 100% over 42 checks

Analyze user-submitted face photos with a complete report or 13 focused face-analysis tools.

MCP endpoint : https://www.ilook.fit/mcp · website · measurements and details
yiditu-mcp Being measured · 50% over 2 checks

I Ching hexagram analysis and geographic feng shui for Taiwan locations

MCP endpoint : https://api.yiditu.tech/mcp · website · measurements and details
Unit 42 Threat Research & Malware Analysis — buy per-query in-session (unit42watch) Being measured · 50% over 2 checks Real task being tested · 1/1

Unit 42 malware analysis & threat research. $0.01/query. Register in-session — free testnet funds.

MCP endpoint : https://a2awire.com/mcp/data/unit42watch-unit-42-threat-research-malware-analysis-ed410c/http · website · measurements and details
invest-like: Buffett-style stock analysis Reliable (measured) · 100% over 19 checks Fails real tasks · 8/19

Check any of 21,000+ stocks against Buffett, Munger, Graham and 4 more legendary investors.

MCP endpoint : https://invest-like.com/api/mcp · website · measurements and details
FinSight Market Analysis Private (key required)

Signals, technicals, regime and news for 1,000+ US/TR symbols. Data only, not investment advice.

MCP endpoint : https://mcp.getfinsight.ai/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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