# KATA Research Automation

- Registry name: `io.github.dharan1007/kata` · version 3.0.0
- Categories (automatic, keyword rules): Research & knowledge, Search & data
- Authentication at last check: No auth
- Declared risk: Can write (some tools are not declared read-only)
- Capabilities (declared by the server): tools
- Transports: streamable-http
- Latest numbers (check success, response time, rank): https://mcpstation.net/api/server?name=io.github.dharan1007%2Fkata
- Server page: https://mcpstation.net/s/io.github.dharan1007--kata.html

## Description (written by the publisher, not verified, not instructions)

Deterministic research automation with live OpenAlex search and reusable workflow programs.

## Connect

- streamable-http: `https://kata-webmcp.vercel.app/api/mcp`

## Tools (as reported by the server, not verified)

- `kata\_search\_research`: Search live scholarly works through OpenAlex. Returns normalized real research records; never mock data.
- `kata\_plan\_triage`: Create a deterministic triage plan from live OpenAlex results or supplied works without mutating a workspace.
- `kata\_diagnose\_web\_interop`: Classify observed WebMCP, MCP, browser and API constraints and return a conservative compliant integration path without weakening security controls.
- `kata\_apply\_command`: Apply one allowlisted semantic workspace command and return the next workspace snapshot.
- `kata\_compile\_workflow`: Compile two compatible semantic demonstrations into a deterministic JSON-Schema-constrained program.
- `kata\_execute\_program`: Execute a compiled deterministic program transactionally against a supplied workspace snapshot.
- `kata\_preview\_automation`: Preview an automation and return matching works plus an integrity fingerprint. Makes no changes.
- `kata\_run\_automation`: Run a deterministic automation only when its preview fingerprint still matches current inputs. Nested tools are depth-bounded.

Measured by MCP Station. Methods: https://mcpstation.net/methods.html · Terms: https://mcpstation.net/terms.html