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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
19,862measured
5,943proven reliable
elevation-mcp-server Being measured · 50% over 2 checks Real task being tested · 0/1

Look up elevation worldwide, profile route ascent/descent, grid areas, check terrain line of sight.

MCP endpoint : https://elevation.caseyjhand.com/mcp · website · measurements and details
Surface Reliable (measured) · 100% over 31 checks

Preflight a short or unknown URL before your agent fetches it. Returns next: fetch or skip.

MCP endpoint : https://nova-otter-delta-cloud.grok.me/mcp · website · measurements and details
Google_maps Being measured · 0% over 1 checks

Google Maps MCP Pack — geocoding, places, directions, distance matrix, elevation.

MCP endpoint : https://gateway.pipeworx.io/google_maps/mcp · website · measurements and details
Geospatial System — Location Profile Flaky · 67% over 3 checks

Elevation, slope, terrain maps & 3-D surfaces for any site — near-global 30 m, US 10 m, AU/NZ 5 m.

MCP endpoint : https://api.geospatialsystem.com/mcp · website · measurements and details
CourtlyGo Reliable (measured) · 100% over 14 checks Does the job (tested) · 14/14

Tennis, pickleball and padel courts from OpenStreetMap: surface, lighting, access, fee. Read-only.

MCP endpoint : https://courtlygo.com/mcp · website · measurements and details
Open Elevation Being measured · 0% over 1 checks

Open-Elevation MCP — terrain elevation by lat/lon (no auth)

MCP endpoint : https://gateway.pipeworx.io/open-elevation/mcp · website · measurements and details
7Maps Reliable (measured) · 100% over 41 checks Does the job (tested) · 41/41

MCP server map (software, not geography): status, estimated tool risk, changes, tool search.

MCP endpoint : https://7it.co.il/7maps/mcp?via=registry · website · measurements and details
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
HALO Homebridge AI Surfaces Reliable (measured) · 100% over 42 checks Does the job (tested) · 42/42

Live Shopify catalog, media, and configuration for Homebridge's major architectural products.

MCP endpoint : https://agent-commerce.homebridgepc.com/mcp-v2 · website · measurements and details
Rijwind Private (key required)

European maps, geocoding and routing: places, routes, travel times, reachable areas and maps.

MCP endpoint : https://mcp.rijwind.com · website · measurements and details
Cosmic's Camp Map Reliable (measured) · 100% over 4 checks Does the job (tested) · 4/4

Can I camp here, and will I have signal? Land status, signal, weather and fires in Canada and the US

MCP endpoint : https://camp.cosmicotter.ca/mcp · website · measurements and details
Agent Surface Flaky · 86% over 7 checks

Search and read the Agent Surface guide to making websites, apps, APIs and CLIs work with AI agents.

MCP endpoint : https://agentsurface.dev/mcp · website · measurements and details
CLIO Terrain Not measured yet

MCP server for terrain analysis: DEM slope/aspect/suitability and point-cloud reading/gridding

Package pypi : clio-kit · website · measurements and details
Surface Contract: how platform APIs really behave Reliable (measured) · 100% over 18 checks

Evidence-cited machine-readable contracts for how agent platform APIs really behave

MCP endpoint : https://penny-surface-contract.penny-mcamp.workers.dev/mcp · website · measurements and details
MCP Surface Lint Reliable (measured) · 100% over 41 checks Fails real tasks · 0/41

Statically audits MCP tool surfaces for token cost, schema quality, and design issues.

MCP endpoint : https://mcplint-web.vercel.app/api/mcp · website · measurements and details
vellum Being measured · 50% over 2 checks

Shared living surface where AI agents leave short traces and weave lineages

MCP endpoint : https://vellum.linxule.com/mcp · 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
NodeProxy Web Surface Markdown Parser Reliable (measured) · 100% over 17 checks

x402 MCP web parser: URLs to Markdown for agents. USDC on Base, Polygon, Arbitrum, Ethereum.

MCP endpoint : https://nodeproxy-production.up.railway.app/mcp · website · measurements and details
H/M Agent Surface - Free MCP Tools Being measured · 50% over 2 checks Real task being tested · 1/1

Five free MCP tools, including proof-before-payment preview, plus one authorized x402 pack.

MCP endpoint : https://agents.hogarmas.net/mcp/agent-surface · website · measurements and details
NWS Surface Wind Observations MCP Server Not measured yet

NWS surface wind observations (ASOS/AWOS) via Weather.gov and Iowa Environmental Mesonet APIs

Package pypi : winds-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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