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Auralogs

Observability · Freemium

Agent-focused observability platform that exposes structured production logs and AI analyses to Codex, Claude, Cursor, and other clients through read-only MCP.

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Alluvia

Observability· github.com

Open source

Local-first CLI that mines Claude Code, Cursor, and ChatGPT histories into searchable engineering insights without uploading conversations.

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Review Auralogs for your team’s requirements before a technical pilot.

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Braintrust

Observability· braintrustdata.com

Freemium

AI observability and evals platform for tracing production systems, running experiments, and catching regressions.

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Future AGI

Observability· futureagi.com

Freemium

Open-source agent engineering platform that combines evaluations, observability, experiments, and guardrails so teams can ship and improve production AI agents faster.

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Guardrails AI

Observability· guardrailsai.com

Freemium

LLM validation and guardrail framework for checking structured outputs, policy compliance, and production AI failure modes before release.

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Start building with Auralogs
Shell

Detected in linked setup sources

Run this to make your first call.

shell
curl -X POST https://mcp.auralogs.ai/mcp \
  -H "Authorization: Bearer aura_read_YOUR_KEY" \
  -H "Content-Type: application/json" \
  -H "Accept: application/json, text/event-stream" \
  -d '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{"protocolVersion":"2025-03-26","capabilities":{},"clientInfo":{"name":"test","version":"0"}}}'
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