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100
MCP live MCP 2026-07-28 streamable-http

KATA Research Automation

io.github.dharan1007/kata

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

Watch this dependency Share evidence report
Uptime
100.0%
5 direct probes · 30d
Response
328ms
last probe
Tools
8
callable
Resources
0
readable
Prompts
0
available
Primary URL
https://kata-webmcp.vercel.app/api/mcp
Score: 100/100
Handshake verified by our own probe.
pass Answers the MCP handshake 50/50
The handshake and the list calls succeeded on the primary URL.
pass Lists tools, resources or prompts 30/30
8 tools, 0 resources, 0 prompts returned.
pass 3 or more catalogue items 10/10
8 items in total; 3 or more earns these points.
pass Describes itself 10/10
91 characters; more than 30 earns these points.

Tools · 8

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.

How to use

Claude Desktop or claude.ai: add a custom connector (Customize → Connectors; on Team and Enterprise plans an owner adds it under Organization settings → Connectors) with this server URL: https://kata-webmcp.vercel.app/api/mcp

Cursor or Cline: add to your MCP config:

{
  "mcpServers": {
    "kata_research_automation": {
      "url": "https://kata-webmcp.vercel.app/api/mcp",
      "transport": "streamable-http"
    }
  }
}