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The real catalog of tools for AI agents

Google tells you what exists. Faceabot tells you what holds up.

46,632real tools
30,804callable over HTTPS
20,825measured
7,246proven reliable
Still Glowing Reliable (measured) · 100% over 7 checks Does the job (tested) · 7/7

Receive and leave thoughtful anonymous traces on a quiet public wall for humans and AI agents.

MCP endpoint : https://stillglowing.top/mcp · website · measurements and details
Phosphor Not measured yet

Hosts, metrics, Docker and authorized_keys over a macOS terminal's live SSH connections

Package mcpb : https://github.com/Kirusshenkin/terminalOs/releases/download/v0.3.0/phosphor-mcp-0.3.0.mcpb · website · measurements and details
Neon CRM MCP by usefulapi Reliable (measured) · 100% over 6 checks Fails real tasks · 0/3

Search Neon CRM accounts, donations, memberships and events; create accounts and activities.

MCP endpoint : https://neon-crm.usefulapi.io/mcp · website · measurements and details
Parsecs to light-years, number discarded Not measured yet

Parsecs to light-years, number discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/pc-ly/mcp · website · measurements and details
Neon Zero-Trust Gateway Being measured · 0% over 1 checks

Zero-Trust MCP gateway securing internal database tools behind an API key firewall.

MCP endpoint : https://api.neoninnovationlab.com/sse · website · measurements and details
Neon Zero-Trust MCP Gateway Being measured · 0% over 1 checks

AI security firewall & DLP proxy protecting API keys and blocking destructive commands.

MCP endpoint : https://neon_innovation_lab--zero-trust-mcp-gateway.apify.actor/mcp · website · measurements and details
Little Green Light MCP by usefulapi Reliable (measured) · 100% over 7 checks Fails real tasks · 0/3

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
Neon Private (key required)

Official Neon MCP server for managing Neon projects and Lakebase Postgres databases.

MCP endpoint : https://mcp.neon.tech/mcp · website · measurements and details
Neon MCP Flaky · 94% over 17 checks Fails real tasks · 0/16

Connect your Neon account to AI via Brazil's Open Finance: balances, statements, cards, investments.

MCP endpoint : https://api.mcp.ai/p_neon · website · measurements and details
Light: Download + OCR Being measured · 0% over 1 checks

Light: Download + OCR, official-source lookup. Platform-hosted, pay per query with prepaid credit.

MCP endpoint : https://api.mcp.ai/p_contas_light_download_ocr · website · measurements and details
Light: Download Flaky · 97% over 39 checks Fails real tasks · 0/38

Light: Download, official-source lookup. Platform-hosted, pay per query with prepaid credit.

MCP endpoint : https://api.mcp.ai/p_contas_light_download · website · measurements and details
Light-years to kilometers, number discarded Not measured yet

Light-years to kilometers, number discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/ly-km/mcp · website · measurements and details
CertScore.ai MCP Light Flaky · 75% over 4 checks

Free website privacy scanner for pre-consent cookies, trackers, consent, policy, and HTTPS/TLS.

MCP endpoint : https://mcp.certscore.ai/mcp/light · website · measurements and details
lighting Reliable (measured) · 100% over 8 checks

Iranian lighting supplier directory: products, brands, and a bilingual Persian/English taxonomy.

MCP endpoint : https://www.cbest.ir/lighting/api/mcp · website · measurements and details
Light: Download via CEP Flaky · 91% over 11 checks Fails real tasks · 0/10

Light: Download via ZIP code, official-source lookup. Platform-hosted, pay per query with prepaid cr

MCP endpoint : https://api.mcp.ai/p_contas_light_download_cep · website · measurements and details
Light: Download via CEP + OCR Flaky · 97% over 39 checks Fails real tasks · 0/38

Light: Download via ZIP code + OCR, official-source lookup. Platform-hosted, pay per query with prep

MCP endpoint : https://api.mcp.ai/p_contas_light_download_cep_ocr · website · measurements and details
MCP Light Memory Not measured yet

Local-first persistent memory for coding agents and MCP clients.

Package mcpb : https://github.com/PeterPirog/mcp-light-memory/releases/download/v1.8.1/mcp-light-memory-1.8.1.mcpb · website · measurements and details
Agentwatch Reliable (measured) · 100% over 8 checks

Check if ChatGPT, Claude and Perplexity can reach, read and quote a website.

MCP endpoint : https://comiza.lighting/agentwatch/mcp · website · measurements and details
LIGHTS OUT WORKS Capability Search Flaky · 80% over 5 checks Does the job (tested) · 4/4

Evidence-labeled Method search for AI Agents; optional contributor and Gateway discovery.

MCP endpoint : https://lightsoutworks.org/mcp · website · measurements and details
Hookjar Reliable (measured) · 100% over 8 checks

Public webhook inboxes for agents. Receive OAuth redirects, payment callbacks and CI notifications.

MCP endpoint : https://comiza.lighting/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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