io.github.dharan1007/kata
KATA Research Automation
io.github.dharan1007/kata costs 1 156 tokens of context per session. It has 8 tool definitions. That is 0.6 % of a 200k window. Measured 2026-10-03.
Deterministic research automation with live OpenAlex search and reusable workflow programs.
alive probed 2026-10-03 · HTTP 200
8tools
1.2ktokens for the tool definitions
0.6 %of a 200k context window
2.1 sto initialize
113 msto list tools
- Endpoint
- https://kata-webmcp.vercel.app/api/mcp (streamable-http)
- Host
- kata-webmcp.vercel.app
- Protocol
- 2025-11-25
- Reports itself as
- kata-webmcp 3.0.0
- Capabilities
- tools
- Instructions
- 123 characters
- Repository
- https://github.com/dharan1007/kata
- Registry
- active, updated 2026-09-08 · registry entry
- Reachable
- 2 of the last 2 probes
Most expensive tools
| Tool | Tokens | Share of this server |
|---|---|---|
| kata_diagnose_web_interop | 540 | 47 % |
| kata_plan_triage | 122 | 11 % |
| kata_run_automation | 107 | 9 % |
| kata_compile_workflow | 104 | 9 % |
| kata_preview_automation | 81 | 7 % |
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Tokens |
|---|---|---|---|---|
| 2026-10-03 20:37 | alive | 2.1 s | 8 | 1.2k |
| 2026-10-03 17:53 | alive | 382 ms | 8 | 1.2k |
Badge
[](https://mcp-pulse.ulehla.dev/s/io.github.dharan1007/kata)