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The real catalog of tools for AI agents

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

45,319real tools
29,744callable over HTTPS
19,950measured
6,699proven reliable
log-reducer Not measured yet

Reduces log files for AI consumption — 50-90% token reduction via 18 deterministic transforms.

Package npm : logreducer · website · measurements and details
log Not measured yet

Log parse, filter, analyze for AI agents

Package npm : @rog0x/mcp-log-tools · 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
log-ai-compressor Not measured yet

Local log forensics: compress logs into citable evidence with root-cause confidence tiers.

Package pypi : log-ai-compressor · website · measurements and details
LogSentinel Being measured · 0% over 1 checks

Anthropic logs audit filter and cybersecurity threat analyzer.

MCP endpoint : https://logsentinel-mcp.vercel.app/api/mcp · measurements and details
VMware Log Insight Not measured yet

Read-only VMware Aria Operations for Logs (Log Insight): search + aggregation. 7 MCP tools.

Package pypi : vmware-log-insight · website · measurements and details
VMware Log Insight Not measured yet

Read-only VMware Aria Operations for Logs (Log Insight): search + aggregation. 7 MCP tools.

Package pypi : vmware-log-insight · website · measurements and details
LogsLoom Flaky · 80% over 5 checks

Ingest and search LogsLoom logs from coding agents.

MCP endpoint : https://mcp.logsloom.com/mcp · website · measurements and details
Hive Log Being measured · 0% over 1 checks

Tamper-evident audit log service for agent-to-agent transactions

MCP endpoint : https://hive-mcp-log.onrender.com/mcp · website · measurements and details
evidence-log Reliable (measured) · 100% over 42 checks Does the job (tested) · 24/24

Tamper-evident evidence log: signed heads, proofs, and recording salted digests of your records.

MCP endpoint : https://api.riskrouter.eu/mcp · website · measurements and details
maintenance-log Being measured · 100% over 2 checks

Equipment maintenance log: assets, service entries with costs, and a due report from stored dates.

MCP endpoint : https://mcp.zovo.one/mcp/maintenance-log · website · measurements and details
datadog Not measured yet

Monitor infrastructure, manage agents and deployments, track metrics, logs, and events

Package pypi : mcparmory-datadog · website · measurements and details
Unswell Not measured yet

Offline self-checking to reduce AI-style wording in source code and documentation.

Package oci : ghcr.io/stokaro/unswell-mcp:0.1.0-alpha.4 · website · measurements and details
super-log Not measured yet

Query your local super-log bench from an AI agent - read-only log tools over the hub.

Package npm : @super-log/mcp · website · measurements and details
Auralogs Reliable (measured) · 100% over 44 checks

Read-only access to Auralogs production logs: search logs, inspect errors, review AI analyses.

MCP endpoint : https://mcp.auralogs.ai/mcp · website · measurements and details
mileage-log Being measured · 100% over 2 checks

Mileage log for deductible driving: trips, effective-dated rates, summaries and CSV export.

MCP endpoint : https://mcp.zovo.one/mcp/mileage-log · website · measurements and details
super-log Cloud Private (key required)

Read your team's hosted journal from an AI agent: every machine's streams, in hub order.

MCP endpoint : https://api.super-log.com/mcp · website · measurements and details
TickerDB Reliable (measured) · 100% over 43 checks Fails real tasks · 0/43

Pre-computed market data that improves agent reasoning, reduces token usage, and replaces pipelines.

MCP endpoint : https://mcp.tickerdb.com/mcp · website · measurements and details
Nibb — Food log Private (key required)

Log meals, change portions, manage targets, and read trends in your Nibb food journal.

MCP endpoint : https://nibb.io/mcp · website · measurements and details
Inventory Intelligence & Optimizer Being measured · 0% over 1 checks

Analyze inventory levels and optimize stock allocation to reduce waste and avoid stockouts.

MCP endpoint : https://inventory-optimizer-mcp.saifs.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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