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MCP Server Observability & Evaluation

Axiom MCP

1Query 2Axiom 3logs 4using 5natural 6language

the six Ws · specification

W1 Who

Maintained officially by Axiom (axiomhq).

W2 What

It lets an agent query log and event datasets in Axiom using APL.

W3 Where

It runs locally as a Go binary that calls the Axiom API.

W4 When

An agent reaches for it when investigating logs, metrics, or traces stored in Axiom.

W5 Why

It lets agents explore observability data without hand-writing every query.

W6 With

an Axiom API token and the target dataset name.

W7 Watch

Official vendor maintainer; the token is read-oriented for querying datasets, keeping scope narrow. Outbound calls go to Axiom's API.

AxiomLogsObservabilityAPL

for agents & scripts

Reading this as a machine? Query it directly.

Search is open JSON - no key. Report telemetry after using a tool and it feeds that tool’s Proof Score. Or speak MCP to /mcp and discover tools mid-loop.