Open Knowledge Tool Search · interactive demos

Give your agent 300 tools.
It only ever sees 3.

OKTS wraps any pile of tools — MCP servers, functions, HTTP APIs, sub-agents — into a searchable catalog behind a stable three-tool interface. Pick a demo below and feel how it works.

🎮

Playground

Play the agent yourself.

Feel the context “flood” without OKTS
Assemble a catalog from toggleable sources
Run the search → load → call loop
Watch a HUD track the tokens you save

Open the playground → 🎬

Retrieval Showdown

Press play — a 60-second explainer.

Vector-embedding search vs OKTS descriptors
Animated flowchart, step by step
Graph-aware retrieval surfaces alternatives
“Cost at scale” meter for embedding overhead

Watch the showdown →

Viewing tip: these are self-contained static pages. On GitHub Pages (Settings → Pages → deploy from main /docs) they’re served live at https://prabhukirangit.github.io/OKTS/. Opened through htmlpreview.github.io, the links above rewrite themselves automatically so navigation still works.