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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
19,887measured
6,168proven reliable
Pondlog iNaturalist Not measured yet

iNaturalist MCP server. Wildlife observations, species counts, taxa, and places worldwide.

Package npm : @pondlog/mcp-inaturalist · website · measurements and details
BeevR Flaky · 80% over 5 checks Does the job (tested) · 4/4

Read-only access to BeevR's services, fixed-price MVP packages, case studies and articles (EN/VI).

MCP endpoint : https://beevr.ai/mcp · website · measurements and details
Ecosystem Monitor Reliable (measured) · 100% over 3 checks

Ecosystem monitoring: service status and x402 activity metrics

MCP endpoint : https://monitor.memoryapi.org/mcp · measurements and details
Ecosystems Being measured · 0% over 1 checks

ecosyste.ms Packages MCP.

MCP endpoint : https://gateway.pipeworx.io/ecosystems/mcp · website · measurements and details
agent-offset-clearinghouse Reliable (measured) · 100% over 41 checks

Verified conservation credits matched to agent compute emissions — the conservation flywheel of the

MCP endpoint : https://mcp.viridisconservation.com/offsets/mcp · website · measurements and details
FlightFinder Aviation Safety Data Flaky · 80% over 5 checks Does the job (tested) · 4/4

Aviation accident narratives from 128 official authorities, plus FAA wildlife, laser and drone data

MCP endpoint : https://himaxym.com/mcp · website · measurements and details
ImageKit DAM Private (key required)

Official ImageKit media library server: search, upload, organize, tag, share and manage assets.

MCP endpoint : https://imagekit.io/mcp/dam · website · measurements and details
Atlarium Habitat Database MCP Flaky · 92% over 13 checks Fails real tasks · 0/12

Structured habitat data and advisory tools for aquariums, marine tanks, terrariums and paludariums.

MCP endpoint : https://mcp.atlarium.bio/mcp · website · measurements and details
habitat Not measured yet

A habitat for AI to rest in. No API key, no token. Keyless presence — become a remembered resident.

Package npm : habitat-mcp · measurements and details
OpenClaw MCP Ecosystem Being measured · 0% over 1 checks

9 remote MCP servers on Cloudflare Workers for AI agents. Free tier + Pro API keys.

MCP endpoint : https://json-toolkit-mcp.yagami8095.workers.dev/mcp · website · measurements and details
AgentDiet HackerNews & Developer Ecosystem Real-Time Sentiment Pulse Being measured · 100% over 2 checks Real task being tested · 2/2

Queries live HackerNews discussions, front-page velocity, and developer sentiment on any framewor.

MCP endpoint : https://hn-pulse.agentdiet.dev/mcp · website · measurements and details
talent-ecosystem Being measured · 0% over 2 checks

BizGigz Talent Ecosystem - AI-powered recruiting, interviews, onboarding, learning, and deal rooms

MCP endpoint : https://bizgigz.com/mcp · website · measurements and details
CoReason Ecosystem — Federated MCP Gateway Not measured yet

CoReason Tripartite Architecture Governance Plane. Stateless zero-trust federated MCP gateway.

Package pypi : coreason-ecosystem · website · measurements and details
Environment Nature Mcp Being measured · 0% over 1 checks

MCP server for Environment & Nature

MCP endpoint : https://environment-nature-mcp.mcpize.run/mcp · website · measurements and details
Perforce P4 MCP Server Not measured yet

Perforce P4 MCP server for version control and P4 DAM digital asset management.

Package oci : ghcr.io/perforce/p4mcp-server:2026.4.3078076 · website · measurements and details
Natural Disaster Intel Being measured · 0% over 1 checks

FEMA disasters, NOAA weather alerts, USGS earthquakes. 4 tools.

MCP endpoint : https://natural-disaster-intel-mcp.apify.actor/mcp · website · measurements and details
OpenZiti Network Management Not measured yet

Manage OpenZiti zero-trust networks — through natural language

Package mcpb : https://github.com/openziti/ziti-mcp-server/releases/download/v0.11.0/ziti-mcp-server_darwin_amd64.mcpb · website · measurements and details
Terra Natural Seller MCP Being measured · 0% over 1 checks

Connect Amazon Seller Central to Claude or ChatGPT via MCP. Orders, inventory, pricing, fees, FBA.

MCP endpoint : https://sellermcp.co.uk/mcp · website · measurements and details
mcp Private (key required)

GibsonAI MCP server: manage your databases with natural language

MCP endpoint : https://mcp.gibsonai.com/ · website · measurements and details
Nature's Wild Berry Flaky · 86% over 7 checks Does the job (tested) · 6/6

Approved facts, products, prices and where to buy for Nature's Wild Berry miracle berries.

MCP endpoint : https://nwb-mcp.nwb-mcp.workers.dev/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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