The real catalog of tools for AI agents

Lets your AI read a CI log far too big for its context. 11 tools, takes a file path.

128 deterministic tools for your AI: logs, tests, SQL, diagrams, SPARQL. Local, no network.

Maths a model gets wrong: units with dimensional checking, equations, sheets. 5 tools, local.

Audits tests instead of writing them: what each one really asserts. 4 tools, local.

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

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

Where apps write their log files on Windows, macOS and Linux, as exact copyable paths.

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

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

AI deployments that shipped and are available now, each sourced to the publisher's own page.

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

Append-only decisions with provenance, supersession, retrieval, and audited MCP actions.

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Log and read REPS time logs, properties, and categories via MCP. Requires REPSLog Premium.

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

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

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

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

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

MEEK DEFONEOS Audit Logging MCP — SIEM + audit chain + compliance logs. MIT-licensed.