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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
authenticated-mcp-traced-agent Reliable (measured) · 100% over 44 checks

Authenticated MCP Traced Agent

MCP endpoint : https://authenticated-mcp-traced-agent.getvda.ai/mcp · website · measurements and details
mcp-trace-inspector Not measured yet

Read local agent-run JSONL traces through MCP for failures, approvals, and run comparisons.

Package pypi : mcp-trace-inspector · website · measurements and details
log-analyzer-mcp Not measured yet

AI-powered log analysis - parse, search, extract errors across 9+ formats

Package pypi : codesdevs-log-analyzer · website · measurements and details
MCP Trace Not measured yet

Query OpenTelemetry traces from agent runs through MCP.

Package pypi : abhishekash-mcp-trace · website · measurements and details
utility-network-mcp Not measured yet

Esri ArcGIS Utility Network tools: trace, subnetworks, dirty areas, associations

Package pypi : utility-network-mcp · website · measurements and details
sncro Being measured · 0% over 1 checks

Live browser debugging for AI assistants — DOM, console, network via MCP.

MCP endpoint : https://relay.sncro.net/tools/mcp · website · measurements and details
Fixter Private (key required)

Monitoring for small teams. Logs, traces, metrics, live issue tracking, API/MCP uptime.

MCP endpoint : https://mcp.fixter.dev/mcp · website · measurements and details
trace-mcp Not measured yet

Code graph MCP: 81 languages, 88 frameworks, 72.7% fewer PR-review tokens, comprehension at parity

Package npm : trace-mcp · website · measurements and details
traced-llm-mcp-proxy Reliable (measured) · 100% over 43 checks

Traced LLM MCP Proxy

MCP endpoint : https://traced-llm-mcp-proxy.getvda.ai/mcp · website · measurements and details
mcp-agent-trace-inspector Not measured yet

Step-by-step observability for MCP agent workflows

Package npm : mcp-agent-trace-inspector · website · measurements and details
playwright-trace-decoder-mcp Not measured yet

MCP server for unpacking and analyzing Playwright trace.zip archives

Package npm : playwright-trace-decoder-mcp · website · measurements and details
auth-token-mcp-traced-service Reliable (measured) · 100% over 44 checks

Auth Token MCP Traced Service

MCP endpoint : https://auth-token-mcp-traced-service.getvda.ai/mcp · website · measurements and details
snowfakery-mcp Not measured yet

MCP server for authoring, analyzing, debugging, and running Snowfakery recipes

Package pypi : snowfakery-mcp · website · measurements and details
trigger-dev Reliable (measured) · 100% over 3 checks

Debug background jobs — runs, traces, spans, schedules, queues and deployments.

MCP endpoint : https://trigger-dev.usefulapi.io/mcp · website · measurements and details
memorydetective Not measured yet

iOS leak/perf debugging via MCP: memgraph cycles, .trace analysis, SourceKit-LSP bridging.

Package npm : memorydetective · website · measurements and details
agent-trace-auditor Reliable (measured) · 100% over 41 checks

Cloudflare Workers MCP server: agent-trace-auditor

MCP endpoint : https://api.lazy-mac.com/agent-trace-auditor/mcp · website · measurements and details
datacite-mcp-server Reliable (measured) · 100% over 36 checks Does the job (tested) · 36/36

Search DataCite datasets and software, fetch DOI metadata, trace relations, format citations.

MCP endpoint : https://datacite.caseyjhand.com/mcp · website · measurements and details
WormaCeptor Not measured yet

Inspect a running Android debug app: network traffic, crashes, logs, databases and preferences

Package npm : wormaceptor-mcp · website · measurements and details
Stack Trace Medic Being measured · 0% over 1 checks

Coded error stack trace debugger and automated patch generator.

MCP endpoint : https://stack-trace-medic-mcp.vercel.app/api/mcp · measurements and details
structured-output-mcp-traced-agent Reliable (measured) · 100% over 43 checks

Structured Output MCP Traced Agent

MCP endpoint : https://structured-output-mcp-traced-agent.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

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