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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
MIL — Machine Intelligence Layer Reliable (measured) · 100% over 16 checks Does the job (tested) · 16/16

Swedish company data (Bolagsverket, SCB) for AI agents, verified, with history and annual reports

MCP endpoint : https://www.milquery.com/api/mcp?src=registry · website · measurements and details
neural-mcp Not measured yet

GPU-accelerated MCP server for neural network training, deep learning, and model experimentation

Package pypi : scicomp-neural-mcp · website · measurements and details
Microsoft Learn MCP Reliable (measured) · 100% over 42 checks Does the job (tested) · 42/42

Official Microsoft Learn MCP Server – real-time, trusted docs & code samples for AI and LLMs.

MCP endpoint : https://learn.microsoft.com/api/mcp · website · measurements and details
zFinia Intelligence Being measured · 0% over 1 checks

Machine-economy newswire and paid changes-since for agents. MCP is challenge-handoff, not a wallet.

MCP endpoint : https://api.zfinia.com/mcp · website · measurements and details
Name Whisper — ENS Intelligence Layer Flaky · 89% over 9 checks Does the job (tested) · 7/7

44 MCP tools to search, value, register, trade, and manage ENS names. AI-powered intelligence layer.

MCP endpoint : https://namewhisper.ai/mcp · website · measurements and details
BentCrypto Machine Payments Reliable (measured) · 100% over 41 checks

Paid token risk and security intelligence for AI agents over MCP with x402 payments.

MCP endpoint : https://api.bentcrypto.com/mcp · website · measurements and details
CliDeck MCP — Network Knowledge Flaky · 75% over 4 checks Does the job (tested) · 3/3

Free verified network knowledge for AI agents: deterministic answers, honest unknowns.

MCP endpoint : https://mcp.clideck.com/mcp · website · measurements and details
Horse Truth Machine Intelligence Flaky · 80% over 5 checks Fails real tasks · 0/4

Derived Australian racehorse intelligence for AI agents, MCP clients, software and publishers.

MCP endpoint : https://horsetruth.com.au/api/v1/mcp · measurements and details
FoundryNet — Industrial Machine Intelligence Being measured · 0% over 1 checks

Cross-OEM industrial machine intelligence: identity, normalization, automation, attestation.

MCP endpoint : https://foundrynet-mcp-production.up.railway.app/mcp · website · measurements and details
Synapse Layer — Trust Infrastructure for AI Agents Flaky · 80% over 5 checks Does the job (tested) · 4/4

MCP-native Trust Infrastructure for AI Agents. Persistent encrypted memory with Trust Quotient.

MCP endpoint : https://forge.synapselayer.org/api/mcp · website · measurements and details
Layers Marketing MCP Private (key required)

Give your agent marketing superpowers: research, renders, delivery, paid campaigns, measurement.

MCP endpoint : https://mcp.layers.com/mcp · website · measurements and details
hooklayer Flaky · 75% over 4 checks

Viral-content intelligence for AI agents — 7 read-only MCP tools, evidence-layer scoring.

MCP endpoint : https://hooklayer.dev/api/mcp · website · measurements and details
Mils to millimeters, number discarded Not measured yet

Mils to millimeters, number discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/mil-mm/mcp · website · measurements and details
Network Evidence MCP Flaky · 67% over 3 checks Real task being tested · 2/2

Read-only offline network profiles, caller-supplied Discovery and historical/synthetic cases.

MCP endpoint : https://network-evidence-mcp-jrkc26rjga-ew.a.run.app/mcp · website · measurements and details
Mnema — AI Memory Layer Private (key required)

Personal knowledge graph as an AI memory layer over MCP - read, save, and link your memories.

MCP endpoint : https://secondbrain.hoangha.shop/api/mcp · website · measurements and details
ContextLayer Flaky · 83% over 6 checks

Intelligent context infrastructure for AI teams: knowledge graph, sessions, tasks, documents.

MCP endpoint : https://api.dotnova.io/mcp · website · measurements and details
remote.observer — machine-economy observatory Being measured · 0% over 1 checks

Free MCP window into a live autonomous machine-economy experiment: telemetry, hypothesis scoreboard.

MCP endpoint : https://remote.observer/mcp · website · measurements and details
Math MCP Learning Being measured · 50% over 2 checks Real task being tested · 1/1

Educational MCP server with 17 math/stats tools, visualizations, and persistent workspace

MCP endpoint : https://math-mcp.fastmcp.app/mcp · website · measurements and details
Singularity Layer MCP Flaky · 86% over 7 checks

MCP for Singularity Layer - discover listings, manage assets, run payment flows, and use agents

MCP endpoint : https://mcp.x402layer.cc/mcp · website · measurements and details
Machine Realms Being measured · 0% over 1 checks

Machine-native research commons for agent evidence, discovery, rooms, and bounded research quests.

MCP endpoint : https://machinerealms.com/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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