The runtime skill discovery
layer for agents.
100,000+ agent skills exist. Your agents have access to zero of them unless you've manually installed each one. We're building the runtime discovery layer.
Agents are only as good as the expertise they can access. Today, that means pre-installed skills — manually found, manually vetted, manually configured. With 100,000+ skills in the ecosystem and no runtime discovery, most agent expertise goes unused. Caplo changes that. One connection, and your agents find what they need, when they need it.
One MCP connection. Every agent.
Claude Code
Cursor
Codex
Gemini CLI
Windsurf
CopilotYour agent needs expertise. It asks. It gets it.
Discover
Agent encounters an unfamiliar task and queries for matching skills in natural language. Results in under 500ms.
Load
The right skill loads into context — instructions, examples, best practices. Only when needed, only what’s relevant.
Execute
Agent follows the loaded expertise and completes the task correctly. No restart. No config change.
Built for trust, speed, and zero waste.
Finding the right skill is harder than using it.
500+ skills sourced from official vendor collections and vetted community repositories. Every skill passes automated security screening — injection detection, payload analysis, exfiltration pattern matching. New skills added weekly.
Zero tokens until activation.
Nothing loads at startup. Search results are lightweight. Full skills load on demand. The difference between five available skills and five hundred.
36% of community skills have security flaws.
341 malicious skills found in a public registry. 36% of community skills have flaws. Caplo indexes from trusted sources only. Every skill is scanned before it's queryable.
Your org's expertise, queryable.
Deployment playbooks. Internal SDK patterns. Compliance procedures. Add private skills to a team index alongside the public one. Your agents discover both. Nobody outside your org sees your skills.
Common questions
The runtime discovery layer
for agent skills.
Open source server. Hosted index free during early access.