The real catalog of tools for AI agents

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

Compress prompts 40-60% using local LLM + embedding validation. Preserves all conditionals.

Log parse, filter, analyze for AI agents

x402-gated LLM token compressor: strip filler, collapse JSON, densify prose. Paid in USDC.

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

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

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

A paid remote MCP for OpenAI Codex context compressor, built to return verdicts, receipts, usage log

Model inventory and governance: trace deployed models and their dependencies as an append-only log

Lets your AI read a CI log far too big for its context. 12 tools, takes a file path.

Anthropic logs audit filter and cybersecurity threat analyzer.

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

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

Premium agentic endpoint for brotli-prompt-compressor-mcp.

Premium agentic endpoint for draco-mesh-compressor-mcp.

Cost per run, tool, model and day for AI agents, from one call or an OpenTelemetry export.

Ingest and search LogsLoom logs from coding agents.

UAE travel and living cost calculators with the published source behind every number.

AI model prices, providers, EU hosting and benchmarks: find, compare, save and watch offers.

Deterministic pool and spa water test log. Checks readings against US CDC ranges. No AI.