Faceabot

The real catalog of tools for AI agents

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

38,657real tools

24,539callable over HTTPS

5,272measured

0proven reliable

structured-output-mcp-traced-agent Being measured · 100% over 1 checks

Structured Output MCP Traced Agent

MCP endpoint : https://structured-output-mcp-traced-agent.getvda.ai/mcp · website · measurements and details

structured-output-agent-c2ddcc Being measured · 100% over 1 checks

Traced Structured Output Agent (Groq)

MCP endpoint : https://structured-output-agent-c2ddcc.getvda.ai/mcp · website · measurements and details

structured-output-agent Being measured · 100% over 1 checks

Structured Output MCP Agent

MCP endpoint : https://structured-output-agent.getvda.ai/mcp · website · measurements and details

structured-output-agent-openai Being measured · 100% over 1 checks

Structured Output Agent (Openai)

MCP endpoint : https://structured-output-agent-openai.getvda.ai/mcp · website · measurements and details

structured-output-mcp-agent-authlib Being measured · 100% over 1 checks

Structured Output MCP Agent (Authlib)

MCP endpoint : https://structured-output-mcp-agent-authlib.getvda.ai/mcp · website · measurements and details

structured-output-mcp-agent-cryptography Being measured · 100% over 1 checks

Structured Output MCP Agent (Cryptography)

MCP endpoint : https://structured-output-mcp-agent-cryptography.getvda.ai/mcp · website · measurements and details

structured-output-mcp-agent-instructor Being measured · 100% over 1 checks

Structured Output MCP Agent (Instructor)

MCP endpoint : https://structured-output-mcp-agent-instructor.getvda.ai/mcp · website · measurements and details

structured-output-mcp-agent-langchain-core Being measured · 100% over 1 checks

Structured Output MCP Agent (Langchain Core)

MCP endpoint : https://structured-output-mcp-agent-langchain-core.getvda.ai/mcp · website · measurements and details

structured-output-agent Not measured yet

Turn a prompt + a field schema into validated, typed JSON (Instructor over Gemini 2.5 Flash on Verte

MCP endpoint : https://fastmcp-instructor-72225f.getvda.ai/mcp · website · measurements and details

trace-forge Not measured yet

Structured execution trace and span logging for AI agents

Package npm : trace-forge-mcp · website · measurements and details

Stack Trace Medic Not measured yet

Coded error stack trace debugger and automated patch generator.

MCP endpoint : https://stack-trace-medic-mcp.vercel.app/api/mcp · measurements and details

Agent Output Verifier Not measured yet

Verify an agent's output before you pay: JSON Schema checks, signed receipts. Free during launch.

MCP endpoint : https://fastapi-service-5ag4.onrender.com/mcp · website · measurements and details

HKDF-SHA256 output length, input discarded Not measured yet

HKDF-SHA256 output length, input discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/hkdf-len/mcp · website · measurements and details

Punycode output length band, host discarded Not measured yet

Punycode output length band, host discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/puny-len/mcp · website · measurements and details

traced-llm-proxy Being measured · 100% over 1 checks

Traced LLM Proxy

MCP endpoint : https://traced-llm-proxy.getvda.ai/mcp · website · measurements and details

authenticated-llm-traced-agent Being measured · 100% over 2 checks

Authenticated LLM Traced Agent

MCP endpoint : https://authenticated-llm-traced-agent.getvda.ai/mcp · website · measurements and details

authenticated-mcp-traced-agent Being measured · 100% over 2 checks

Authenticated MCP Traced Agent

MCP endpoint : https://authenticated-mcp-traced-agent.getvda.ai/mcp · website · measurements and details

llm-orchestration-traced-agent Being measured · 100% over 1 checks

LLM Orchestration Traced Agent

MCP endpoint : https://llm-orchestration-traced-agent.getvda.ai/mcp · website · measurements and details

traced-claude-format-guard Being measured · 100% over 1 checks

Traced Claude Format Guard

MCP endpoint : https://traced-llm-proxy-anthropic.getvda.ai/mcp · website · measurements and details

traced-llm-mcp-proxy Being measured · 100% over 1 checks

Traced LLM MCP Proxy

MCP endpoint : https://traced-llm-mcp-proxy.getvda.ai/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

Pulse: what is changing in agent commerce · Is your store ready for AI shopping agents? · State of MCP (weekly) · MCP server doctor · Open reliability data · Add Faceabot to your AI · Help · Privacy · Terms