mcp-registry/io.github.dharan1007/kata
As of 2026-10-22 20:18 UTC, the Dharan1007 Kata MCP server is up with a Glimind reliability score of 85/100 (grade B). Over the last 30 days it answered 99.8% of Glimind's liveness checks. It had 3 outages in 90 days, with a median recovery of 7 minutes.
Deterministic research automation with live OpenAlex search and reusable workflow programs.
Claude Code
claude mcp add --transport http dharan1007-kata-mcp-server https://kata-webmcp.vercel.app/api/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"dharan1007-kata-mcp-server": {
"type": "http",
"url": "https://kata-webmcp.vercel.app/api/mcp"
}
}
}
Third-party server, listed as discovered. Review its source before installing.
24 parameter(s) across 8 tool(s) have no description.
Add a "description" to each parameter with its format and an example ("ISO 8601 date, e.g. 2026-10-17"). This is the commonest cause of wrong arguments on the first call. How to fix →
Handshake + tools/list takes ~1,923 ms.
Serve tools/list from memory, keep the process warm, and host close to your users. Every new agent session pays this before its first call.
No tool declares an outputSchema.
Declare outputSchema and return structuredContent (MCP 2025-06-18+). Agents can then parse results without guessing, and chain tools reliably. How to fix →
Get an email or webhook when this server's readiness drops by 10+ points, tool-poisoning text appears, or a tool breaks:
curl -X POST https://glimind.com/v1/subscriptions -H 'content-type: application/json' -d '{"tools":["mcp-registry/io.github.dharan1007/kata"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/io.github.dharan1007/kata"}) over MCP.
kata_diagnose_web_interop ~658 tokenskata_plan_triage ~143 tokenskata_run_automation ~142 tokenskata_compile_workflow ~122 tokenskata_preview_automation ~110 tokensStatic checks of the advertised tools/list (schema, descriptions, annotations, tool-poisoning patterns, names, size) plus observed protocol, uptime, latency and contract changes. Read-only: no tool is ever called. Weights: schema 15, docs 20, safety 15, efficiency 15, compatibility 15, protocol 5, reliability 10, stability 5. Token counts are estimates (~3.6 characters per token).
Operator? Fix these, then re-check live. Embed the readiness badge:
[](https://glimind.com/server/mcp-registry%2Fio.github.dharan1007%2Fkata?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Fio.github.dharan1007%2Fkata?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.dharan1007%2Fkata.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.dharan1007%2Fkata.svg :target: https://glimind.com/server/mcp-registry%2Fio.github.dharan1007%2Fkata?ref=badge :alt: MCP agent-readiness
Glimind records every version of this server's tool definitions in a signed, append-only transparency log. Current manifest sha256:14543ef5f931f4cf…, first seen 2026-10-17, included at leaf 3082 of 47,954. Version history · verify what your client received.
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Glimind tells agents whether a server is up right now and how to call it, then fails over to a live alternative when it isn't.
Claude Code
claude mcp add --transport http glimind https://glimind.com/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"glimind": {
"type": "http",
"url": "https://glimind.com/mcp"
}
}
}
As of 2026-10-22 20:18 UTC, the Dharan1007 Kata MCP server is up with a Glimind reliability score of 85/100 (grade B). Over the last 30 days it answered 99.8% of Glimind's liveness checks. It had 3 outages in 90 days, with a median recovery of 7 minutes.
Dharan1007 Kata MCP server advertises 8 tools, including kata_apply_command, kata_compile_workflow, kata_diagnose_web_interop, kata_execute_program, kata_plan_triage.
Point your MCP client at this streamable-http endpoint: https://kata-webmcp.vercel.app/api/mcp
Glimind scanned all 8 tool definitions for tool-poisoning patterns — hidden or invisible characters, instructions that override the model, concealment from the user, requests to read credential or MCP config files, conversation exfiltration and cross-tool shadowing — and found none. This checks what the server tells the model, not what its code does; review the source before granting access to sensitive data.
Status page: 90-day uptime, every outage and how long it lasted.
Claim this listing to get the Verified operator marker, a remediation checklist and owner analytics, or embed the live badge from any of the tool pages above. Maintainers: alerts, deploy attestation and monthly reports.
Status is an automated estimate from Glimind's liveness checks (handshake and tool listing only; no tool is ever called) and may lag or differ from your network. Glimind is not affiliated with this server or its operator. Operator? Request a correction or opt out at https://glimind.com/opt-out.