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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
Pondlog Phenology (USA-NPN) Not measured yet

USA National Phenology Network MCP. Bloom, leaf-out, and flight timing from NPN observers.

Package npm : @pondlog/mcp-npn · website · measurements and details
RoamTime Japan Foliage Forecast Reliable (measured) · 100% over 44 checks Fails real tasks · 0/43

Forecast peak autumn-foliage dates for viewing spots across Japan. Free tier, no key.

MCP endpoint : https://api.roamtime.ai/mcp · website · measurements and details
Fryd - Your Garden Companion Flaky · 83% over 6 checks Fails real tasks · 0/4

Search crops, check companion planting, explore seasonal calendars, and find planting plans.

MCP endpoint : https://mcp.fryd.app/mcp · website · measurements and details
Leaf Private (key required)

AI assistant integration for Leaf — track books, log reading sessions, and manage your library.

MCP endpoint : https://mcp.readwithleaf.app/mcp · measurements and details
Shared Forest Flaky · 75% over 4 checks Does the job (tested) · 3/3

Plant or sponsor trees in a shared forest that grows from its traffic. Sponsoring uses OAuth.

MCP endpoint : https://sharedforest.com/mcp · website · measurements and details
Pondlog Nature Briefing Not measured yet

Seven nature sources in one MCP: iNat, eBird, NOAA, USGS, NPN, Mushroom Observer, night sky.

Package npm : @pondlog/mcp-pondlog · website · measurements and details
コトノハ-leaf- Private (key required)

縦書き小説エディタ「コトノハ-leaf-」の作品(本文・用語集・プロット・世界観設定)を、AI から読み書きする MCP サーバー

MCP endpoint : https://cotonoha-leaf.org/api/mcp · website · measurements and details
Little Green Light MCP by usefulapi Being measured · 100% over 2 checks

Search Little Green Light donors, gifts, notes and memberships, and add gifts and contact reports.

MCP endpoint : https://little-green-light.usefulapi.io/mcp · website · measurements and details
clover-public Private (key required)

Job search and interview prep MCP. 15 tools, OAuth 2.1, cross-LLM. four-leaf.ai.

MCP endpoint : https://four-leaf.ai/api/mcp · website · measurements and details
Green Gooding Flaky · 83% over 6 checks Does the job (tested) · 5/5

Read-only catalog for Green Gooding — NYC peer-to-peer rental marketplace.

MCP endpoint : https://mcp.greengooding.com/mcp · website · measurements and details
Hermes Plant — Agent Commerce Assurance Being measured · 50% over 2 checks Real task being tested · 1/1

Preflight, approve, and prove consequential agent actions with signed evidence and x402 tools.

MCP endpoint : https://mcp.hermesplant.com/mcp · website · measurements and details
Plant-Based Nutrition Protocols Reliable (measured) · 100% over 7 checks Fails real tasks · 0/7

Evidence-based plant-based food-as-medicine protocols for 47 chronic conditions. ACLM-aligned.

MCP endpoint : https://web-production-ae61.up.railway.app/mcp/nutrition-protocols · website · measurements and details
Trefle Being measured · 50% over 2 checks Real task being tested · 1/1

Trefle MCP — global plant database (1M+ species)

MCP endpoint : https://gateway.pipeworx.io/trefle/mcp · website · measurements and details
Green API WhatsApp Private (key required) · 100% over 21 checks Fails real tasks · 0/21

MCP gateway for WhatsApp via Green API: messaging, contacts, groups and instance management.

MCP endpoint : https://mcp.green-api.com/mcp · website · measurements and details
Plant Guide: Dubai gardening research Flaky · 80% over 5 checks Does the job (tested) · 4/4

What to plant in Dubai, indoor plants, plant care in the heat, garden styles and Garden Care prices.

MCP endpoint : https://plantguide.ae/mcp · website · measurements and details
Atlas of Plant Based: PCT data Reliable (measured) · 100% over 17 checks Does the job (tested) · 17/17

Read-only Pacific Crest Trail data: legs by trail mile, towns, passes and lakes, and vegan resupply.

MCP endpoint : https://atlasofplantbased.com/mcp · website · measurements and details
City of Trees House Reliable (measured) · 100% over 8 checks Does the job (tested) · 8/8

Read-only tools for City of Trees House, West Sacramento: facts, dates, live quotes, booking link.

MCP endpoint : https://cityoftrees.house/api/mcp · website · measurements and details
Plant Genomics Not measured yet

Plant genomics MCP — 56 tools across 23 backends with cross-source synthesis.

Package pypi : plant-genomics-mcp · website · measurements and details
green-router Reliable (measured) · 100% over 41 checks

Carbon-accounted agent compute: free footprints; certificates backed by real offset retirement.

MCP endpoint : https://mcp.viridisconservation.com/green-router/mcp · website · measurements and details
AI plant health diagnosis Private (key required)

Fast, private multi-species diagnosis. Custom-trained models. No third-party AI or image retention.

MCP endpoint : https://mcp.plantlab.ai · 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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