KATA Research Automation
Deterministic research automation with live OpenAlex search and reusable workflow programs.
Sollte ich dies verwenden
Qualität und Sicherheit
Befunde (1)
- LOWTool 'kata_diagnose_web_interop' suggests web access but openWorldHint=falsein kata_diagnose_web_interop
Basierend auf einer automatisierten Analyse der Tool-Definitionen und der Einhaltung des Protokolls.
Kontextkosten
Dies ist die ungefähre Anzahl der Tokens, die jedes Mal verbraucht werden, wenn die Tools des Servers in den Kontext eines Modells geladen werden. Höhere Werte verringern die Aufmerksamkeit, die für andere Aufgaben verfügbar ist.
Installieren
Installation mit einem Klick
Fügen Sie dies Ihrer Datei `claude_desktop_config.json` hinzu:
{
"mcpServers": {
"kata": {
"url": "https://kata-webmcp.vercel.app/api/mcp"
}
}
}Remote-Endpunkte
https://kata-webmcp.vercel.app/api/mcpstreamable-httpWas es kann
Tool-Inventar
Tools (8)
🟢kata_search_research(query, limit)
Search live scholarly works through OpenAlex. Returns normalized real research records; never mock data.
Eingabe-Schema
{
"type": "object",
"properties": {
"query": {
"type": "string",
"minLength": 1,
"maxLength": 240
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 25
}
},
"required": [
"query"
],
"additionalProperties": false
}🟢kata_plan_triage(query, limit, works, criteria, actions, ...)
Create a deterministic triage plan from live OpenAlex results or supplied works without mutating a workspace.
Eingabe-Schema
{
"type": "object",
"properties": {
"query": {
"type": "string",
"minLength": 1,
"maxLength": 240
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 25
},
"works": {
"type": "array",
"maxItems": 25,
"items": {
"type": "object"
}
},
"criteria": {
"type": "object"
},
"actions": {
"type": "object"
},
"maxItems": {
"type": "integer",
"minimum": 1,
"maximum": 25
}
},
"additionalProperties": false
}🟢kata_diagnose_web_interop(intent, environment)
Classify observed WebMCP, MCP, browser and API constraints and return a conservative compliant integration path without weakening security controls.
Eingabe-Schema
{
"type": "object",
"properties": {
"intent": {
"type": "string",
"enum": [
"read",
"act",
"automate",
"expose_webmcp",
"call_api",
"connect_mcp"
]
},
"environment": {
"type": "object",
"properties": {
"webMcpApi": {
"type": "string",
"enum": [
"available",
"unavailable",
"unknown"
]
},
"frame": {
"type": "string",
"enum": [
"top",
"same-origin",
"cross-origin",
"unknown"
]
},
"toolsPermission": {
"type": "string",
"enum": [
"allowed",
"blocked",
"unknown"
]
},
"originExposure": {
"type": "string",
"enum": [
"allowed",
"blocked",
"not-required",
"unknown"
]
},
"crossOriginRequest": {
"type": "string",
"enum": [
"requested",
"not-requested",
"not-required",
"unknown"
]
},
"api": {
"type": "string",
"enum": [
"documented",
"undocumented",
"none",
"unknown"
]
},
"auth": {
"type": "string",
"enum": [
"authenticated",
"required",
"none",
"unknown"
]
},
"authScope": {
"type": "string",
"enum": [
"browser",
"all-paths",
"unknown"
]
},
"cors": {
"type": "string",
"enum": [
"allowed",
"blocked",
"not-applicable",
"unknown"
]
},
"cspConnect": {
"type": "string",
"enum": [
"allowed",
"blocked",
"not-applicable",
"unknown"
]
},
"rateLimit": {
"type": "string",
"enum": [
"ok",
"limited",
"unknown"
]
},
"rateLimitScope": {
"type": "string",
"enum": [
"browser",
"all-paths",
"unknown"
]
},
"botProtection": {
"type": "string",
"enum": [
"clear",
"challenge",
"blocked",
"unknown"
]
},
"botProtectionScope": {
"type": "string",
"enum": [
"browser",
"all-paths",
"unknown"
]
},
"terms": {
"type": "string",
"enum": [
"allowed",
"restricted",
"unknown"
]
},
"termsScope": {
"type": "string",
"enum": [
"browser",
"all-paths",
"unknown"
]
},
"userAuthorizedBrowserFlow": {
"type": "boolean"
},
"serverSideApiAvailable": {
"enum": [
true,
false,
"unknown"
]
},
"mcpEndpoint": {
"type": "string",
"enum": [
"available",
"protected",
"legacy-candidate",
"unavailable",
"unknown"
]
},
"mcpModernProtocol": {
"type": "string",
"enum": [
"supported",
"unsupported",
"unknown"
]
},
"mcpAuth": {
"type": "string",
"enum": [
"none",
"required",
"unknown"
]
},
"mcpAuthMetadata": {
"type": "string",
"enum": [
"available",
"not-required",
"unverified",
"unknown"
]
}
},
"required": [
"webMcpApi",
"frame",
"toolsPermission",
"originExposure",
"api",
"auth",
"cors",
"cspConnect",
"rateLimit",
"botProtection",
"terms",
"userAuthorizedBrowserFlow"
],
"additionalProperties": false
}
},
"required": [
"intent",
"environment"
],
"additionalProperties": false
}⚪kata_apply_command(workspace, command)
Apply one allowlisted semantic workspace command and return the next workspace snapshot.
Eingabe-Schema
{
"type": "object",
"properties": {
"workspace": {
"type": "object"
},
"command": {
"type": "object"
}
},
"required": [
"workspace",
"command"
],
"additionalProperties": false
}🟢kata_compile_workflow(name, demos)
Compile two compatible semantic demonstrations into a deterministic JSON-Schema-constrained program.
Eingabe-Schema
{
"type": "object",
"properties": {
"name": {
"type": "string",
"minLength": 1,
"maxLength": 128
},
"demos": {
"type": "array",
"minItems": 2,
"maxItems": 2,
"items": {
"type": "array",
"minItems": 1,
"maxItems": 32,
"items": {
"type": "object"
}
}
}
},
"required": [
"name",
"demos"
],
"additionalProperties": false
}⚪kata_execute_program(workspace, program, input)
Execute a compiled deterministic program transactionally against a supplied workspace snapshot.
Eingabe-Schema
{
"type": "object",
"properties": {
"workspace": {
"type": "object"
},
"program": {
"type": "object"
},
"input": {
"type": "object"
}
},
"required": [
"workspace",
"program",
"input"
],
"additionalProperties": false
}🟢kata_preview_automation(workspace, works, automation)
Preview an automation and return matching works plus an integrity fingerprint. Makes no changes.
Eingabe-Schema
{
"type": "object",
"properties": {
"workspace": {
"type": "object"
},
"works": {
"type": "array",
"maxItems": 25,
"items": {
"type": "object"
}
},
"automation": {
"type": "object"
}
},
"required": [
"workspace",
"works",
"automation"
],
"additionalProperties": false
}⚪kata_run_automation(workspace, works, automation, previewFingerprint)
Run a deterministic automation only when its preview fingerprint still matches current inputs. Nested tools are depth-bounded.
Eingabe-Schema
{
"type": "object",
"properties": {
"workspace": {
"type": "object"
},
"works": {
"type": "array",
"maxItems": 25,
"items": {
"type": "object"
}
},
"automation": {
"type": "object"
},
"previewFingerprint": {
"type": "string",
"minLength": 64,
"maxLength": 64
}
},
"required": [
"workspace",
"works",
"automation",
"previewFingerprint"
],
"additionalProperties": false
}Community
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