Current field knowledge for coding agents
Improve how you build with AI. Automatically.
Your agent knows your code and workflow. Dorsal shows it what 47,651 other builders learned. Updated daily.
Audit your recent work.
Three improvements in about 3 minutes.
claude mcp add-json dorsal '{"type":"http","url":"https://godorsal.com/api/truthapi","headers":{"Authorization":"Bearer tk_alpha_demo_001"}}' --scope user/mcp__dorsal__audit“Dorsal improved what I do today, in minutes. Now I want more.”
Start with the outcome
What do you want to improve?
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47,651 builders. 11,436 products. 9,211 methods. 4,284 problems. 1,096 use cases. Connected to the sources that show what happened.
Explore the dataAdversarial audit
proposed fixes would fail
would fail silently
The agent proposed the fixes. Dorsal found the failures.
Claude Code's own extensive audit produced seven unsafe fixes. Dorsal checked them against upstream bugs, release changes, and failures reported by other builders before any code changed.
Inspect the exampleWhy Dorsal catches what your agent misses
The current technical record. Connected.
Official documentation, releases, GitHub issues and PRs, research, incidents, and builder reports—linked across products, methods, problems, and use cases.
47,651
builders
13,952
products
14,746
methods
6,056
problems
2,429
use cases
73,120
canonical documentation chunks
Every finding retains its source, date, authority, and lifecycle—including what is superseded or contested.
“Dorsal is integrated into the Keelo Brain and used every day to discover technologies, methods, and open-source components for specialized customer agents.”
Founder, Keelo.ai