Roundtable
Multi-model AI debates: GPT-4o, Claude, Gemini & 200+ models discuss, then synthesize insight.
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Calidad y seguridad
Hallazgos (14)
- LOWen plan-implementation
- LOWen list-models
- LOWen list-sessions
- LOWen get-session
- LOWen get-logs
- LOWen check-usage
- LOWen get-thread-link
- LOWen set-thread-visibility
- LOWen consult-council
- LOWen design-architecture
Basado en el análisis automatizado de las definiciones de herramientas y el cumplimiento del protocolo.
Costo de contexto
Este es el número aproximado de tokens que se consumen cada vez que las herramientas del servidor se cargan en el contexto de un modelo. Los recuentos más altos reducen la atención disponible para otras tareas.
Instalar
Instalación con un clic
Agrega esto a tu archivo `claude_desktop_config.json`:
{
"mcpServers": {
"roundtable": {
"url": "https://mcp.roundtable.now/mcp"
}
}
}Puntos de conexión remotos
https://mcp.roundtable.now/mcpstreamable-httpQué puede hacer
Inventario de herramientas
Herramientas (13)
🟢list-models(thinking_level)
List available AI models grouped by thinking level (low/medium/high). Shows default models, credit costs, capabilities for each tier. Use this before consult to understand model options.
Esquema de entrada
{
"type": "object",
"properties": {
"thinking_level": {
"description": "Filter to a specific thinking level",
"type": "string",
"enum": [
"low",
"medium",
"high"
]
}
},
"$schema": "http://json-schema.org/draft-07/schema#"
}Esquema de salida
{
"type": "object",
"properties": {
"levels": {
"type": "array",
"items": {
"type": "object",
"properties": {
"label": {
"type": "string",
"description": "Human-readable tier name"
},
"level": {
"type": "string",
"description": "Thinking level identifier"
},
"models": {
"type": "array",
"items": {
"type": "object",
"properties": {
"capabilities": {
"type": "array",
"items": {
"type": "string"
},
"description": "Model capabilities"
},
"id": {
"type": "string",
"description": "Model identifier"
},
"multiplier": {
"type": "number",
"description": "Credit cost multiplier"
}
},
"required": [
"capabilities",
"id",
"multiplier"
],
"additionalProperties": false,
"description": "Available model"
},
"description": "Models in this tier"
},
"moderator": {
"type": "object",
"properties": {
"id": {
"type": "string",
"description": "Moderator model identifier"
},
"multiplier": {
"type": "number",
"description": "Credit cost multiplier"
}
},
"required": [
"id",
"multiplier"
],
"additionalProperties": false,
"description": "Moderator model for this tier"
}
},
"required": [
"label",
"level",
"models",
"moderator"
],
"additionalProperties": false,
"description": "Thinking level tier"
},
"description": "Available thinking level tiers"
}
},
"required": [
"levels"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": false
}🟢list-sessions(limit, offset, tool_name)
List your previous MCP tool sessions. Returns session metadata including prompt, tool used, quality score, and credits consumed. Useful for reviewing past council discussions.
Esquema de entrada
{
"type": "object",
"properties": {
"limit": {
"default": 20,
"description": "Max results to return",
"type": "integer",
"minimum": 1,
"maximum": 100
},
"offset": {
"default": 0,
"description": "Pagination offset",
"type": "integer",
"minimum": 0,
"maximum": 9007199254740991
},
"tool_name": {
"description": "Filter by tool name (e.g., \"consult\", \"architect\")",
"type": "string"
}
},
"$schema": "http://json-schema.org/draft-07/schema#"
}Esquema de salida
{
"type": "object",
"properties": {
"hasMore": {
"type": "boolean",
"description": "Whether more results are available"
},
"sessions": {
"type": "array",
"items": {
"type": "object",
"properties": {
"credits": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
],
"description": "Credits consumed"
},
"durationMs": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
],
"description": "Duration in milliseconds"
},
"id": {
"type": "string",
"description": "Session identifier"
},
"prompt": {
"type": "string",
"description": "Original prompt text"
},
"thinkingLevel": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"description": "Thinking level used"
},
"toolName": {
"type": "string",
"description": "Tool that was invoked"
}
},
"required": [
"credits",
"durationMs",
"id",
"prompt",
"thinkingLevel",
"toolName"
],
"additionalProperties": false,
"description": "Session entry"
},
"description": "List of sessions"
}
},
"required": [
"hasMore",
"sessions"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": false
}🟢get-session(session_id)
Get full details of a previous MCP session by ID. Returns the complete result including participant responses and moderator synthesis. Use list-sessions first to find session IDs.
Esquema de entrada
{
"type": "object",
"properties": {
"session_id": {
"type": "string",
"minLength": 1,
"description": "The session ID to retrieve"
}
},
"required": [
"session_id"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}Esquema de salida
{
"type": "object",
"properties": {
"createdAt": {
"type": "string",
"description": "Session creation timestamp"
},
"durationMs": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
],
"description": "Duration in milliseconds"
},
"id": {
"type": "string",
"description": "Session identifier"
},
"prompt": {
"type": "string",
"description": "Original prompt text"
},
"qualityScore": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
],
"description": "AI-rated quality score"
},
"toolName": {
"type": "string",
"description": "Tool that was invoked"
},
"totalCredits": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
],
"description": "Total credits consumed"
}
},
"required": [
"createdAt",
"durationMs",
"id",
"prompt",
"qualityScore",
"toolName",
"totalCredits"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": false
}🟢get-logs(end_time, event, level, limit, offset, ...)
Query structured logs from your MCP tool executions. Filter by session, severity level, event type, and time range. Useful for debugging and monitoring tool usage.
Esquema de entrada
{
"type": "object",
"properties": {
"end_time": {
"description": "End timestamp (ms) for time range filter",
"type": "number"
},
"event": {
"description": "Filter by event name (e.g., \"debate_completed\")",
"type": "string"
},
"level": {
"description": "Filter by log level",
"type": "string",
"enum": [
"info",
"warn",
"error"
]
},
"limit": {
"default": 50,
"description": "Max results",
"type": "integer",
"minimum": 1,
"maximum": 200
},
"offset": {
"default": 0,
"description": "Pagination offset",
"type": "integer",
"minimum": 0,
"maximum": 9007199254740991
},
"session_id": {
"description": "Filter logs for a specific session",
"type": "string"
},
"start_time": {
"description": "Start timestamp (ms) for time range filter",
"type": "number"
}
},
"$schema": "http://json-schema.org/draft-07/schema#"
}Esquema de salida
{
"type": "object",
"properties": {
"logs": {
"type": "array",
"items": {
"type": "object",
"properties": {
"data": {
"anyOf": [
{
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {
"anyOf": [
{
"type": "string"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
},
{
"type": "null"
}
],
"description": "Structured log data payload"
},
"event": {
"type": "string",
"description": "Event name"
},
"level": {
"type": "string",
"description": "Log severity level"
},
"sessionId": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"description": "Associated session identifier"
},
"time": {
"type": "string",
"description": "Log timestamp"
}
},
"required": [
"data",
"event",
"level",
"sessionId",
"time"
],
"additionalProperties": false,
"description": "Log entry"
},
"description": "Matching log entries"
}
},
"required": [
"logs"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": false
}🟢check-usage(verbose)
Check your remaining credits, usage limits, and plan info
Esquema de entrada
{
"type": "object",
"properties": {
"verbose": {
"description": "Include detailed per-window rate limit breakdown",
"default": false,
"type": "boolean"
}
},
"$schema": "http://json-schema.org/draft-07/schema#"
}Esquema de salida
{
"type": "object",
"properties": {
"credits": {
"type": "number",
"description": "Remaining credit balance"
},
"plan": {
"type": "string",
"description": "Current plan tier"
},
"rateLimits": {
"type": "object",
"properties": {
"daily": {
"type": "object",
"properties": {
"count": {
"type": "number",
"description": "Requests used"
},
"limit": {
"type": "number",
"description": "Request cap"
},
"resetAt": {
"type": "string",
"description": "Reset timestamp"
}
},
"required": [
"count",
"limit",
"resetAt"
],
"additionalProperties": false,
"description": "Daily rate limit window"
},
"fiveHour": {
"type": "object",
"properties": {
"count": {
"type": "number",
"description": "Requests used"
},
"limit": {
"type": "number",
"description": "Request cap"
},
"resetAt": {
"type": "string",
"description": "Reset timestamp"
}
},
"required": [
"count",
"limit",
"resetAt"
],
"additionalProperties": false,
"description": "5-hour rate limit window"
},
"weekly": {
"type": "object",
"properties": {
"count": {
"type": "number",
"description": "Requests used"
},
"limit": {
"type": "number",
"description": "Request cap"
},
"resetAt": {
"type": "string",
"description": "Reset timestamp"
}
},
"required": [
"count",
"limit",
"resetAt"
],
"additionalProperties": false,
"description": "Weekly rate limit window"
}
},
"required": [
"daily",
"fiveHour",
"weekly"
],
"additionalProperties": false,
"description": "Rate limit status across all windows"
},
"status": {
"type": "string",
"description": "Overall usage status"
}
},
"required": [
"credits",
"plan",
"rateLimits",
"status"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": false
}🟢get-thread-link(session_id)
Get the dashboard URL for a previous debate session. Returns the thread link and public URL if the thread is public.
Esquema de entrada
{
"type": "object",
"properties": {
"session_id": {
"type": "string",
"minLength": 1,
"description": "The session ID to get the thread link for"
}
},
"required": [
"session_id"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}Esquema de salida
{
"type": "object",
"properties": {
"dashboardUrl": {
"type": "string",
"description": "Dashboard URL to view the thread"
},
"isPublic": {
"type": "boolean",
"description": "Whether the thread is publicly accessible"
},
"publicUrl": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"description": "Public share URL if thread is public"
}
},
"required": [
"dashboardUrl",
"isPublic",
"publicUrl"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": false
}🟡set-thread-visibility(is_public, session_id)
Set a thread as public or private. Public threads can be shared via URL. Use session_id from a previous debate session.
Esquema de entrada
{
"type": "object",
"properties": {
"is_public": {
"type": "boolean",
"description": "Set to true to make the thread publicly accessible, false to make it private"
},
"session_id": {
"type": "string",
"minLength": 1,
"description": "The session ID from a previous debate"
}
},
"required": [
"is_public",
"session_id"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}Esquema de salida
{
"type": "object",
"properties": {
"isPublic": {
"type": "boolean",
"description": "Current visibility state"
},
"publicUrl": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"description": "Public share URL if thread is public"
}
},
"required": [
"isPublic",
"publicUrl"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": false
}⚪consult-council(context, format, mode, models, prompt, ...)
Consult the AI coding council — multiple models discuss your engineering question sequentially (each sees prior responses), then a moderator synthesizes. Auto-mode by default — AI picks optimal models, roles, and conversation mode from your prompt. Provide explicit models to override (manual mode). Fully configurable: mode, format, roles, models, thinking level.
Esquema de entrada
{
"type": "object",
"properties": {
"context": {
"description": "Additional background context for the debate (code, docs, requirements)",
"type": "string",
"maxLength": 50000
},
"format": {
"default": "discussion",
"description": "Moderator output format: discussion (narrative), adr (architecture decision), comparison (table), pros-cons",
"type": "string",
"enum": [
"discussion",
"adr",
"comparison",
"pros-cons"
]
},
"mode": {
"default": "debating",
"description": "Conversation mode: analyzing (research), brainstorming (ideas), debating (tradeoffs), solving (action plans)",
"type": "string",
"enum": [
"analyzing",
"brainstorming",
"debating",
"solving"
]
},
"models": {
"description": "Override specific model IDs. Min 3 models. Use list-models to see available options",
"minItems": 3,
"maxItems": 6,
"type": "array",
"items": {
"type": "string"
}
},
"prompt": {
"type": "string",
"minLength": 1,
"maxLength": 10000,
"description": "The question, topic, or problem to debate"
},
"roles": {
"description": "Inline role names for participants (e.g., [\"Security Architect\", \"Backend Engineer\"])",
"type": "array",
"items": {
"type": "string"
}
},
"thinking_level": {
"default": "medium",
"description": "Controls model quality and cost: low (fast/cheap), medium (balanced), high (maximum reasoning)",
"type": "string",
"enum": [
"low",
"medium",
"high"
]
},
"webhook_url": {
"description": "Webhook URL to POST results to after completion",
"type": "string",
"format": "uri"
},
"session_context": {
"description": "Session IDs to use as context (max 3). Prior moderator summaries will be prepended.",
"maxItems": 3,
"type": "array",
"items": {
"type": "string"
}
},
"knowledge": {
"description": "Reference knowledge to inject as context",
"maxItems": 5,
"type": "array",
"items": {
"type": "object",
"properties": {
"content": {
"type": "string",
"description": "Text content or URL to fetch"
},
"label": {
"description": "Label for this knowledge item",
"type": "string"
},
"type": {
"type": "string",
"enum": [
"text",
"url"
],
"description": "Content type: text (pass-through) or url (fetch and extract)"
}
},
"required": [
"content",
"type"
]
}
},
"auto_route": {
"default": false,
"description": "Auto-select optimal models based on prompt analysis and historical performance",
"type": "boolean"
}
},
"required": [
"prompt"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}⚪design-architecture(description, focus_areas, scale, tech_stack, webhook_url)
Architecture design council. Systems Architect, Infrastructure Engineer, and DX Advocate evaluate your system design. Always uses high thinking for maximum depth. Output as ADR.
Esquema de entrada
{
"type": "object",
"properties": {
"description": {
"type": "string",
"minLength": 1,
"maxLength": 10000,
"description": "What the system should do"
},
"focus_areas": {
"description": "Priority areas (e.g., [\"security\", \"performance\"])",
"type": "array",
"items": {
"type": "string"
}
},
"scale": {
"default": "startup",
"description": "Target scale: startup (small team), growth (scaling), enterprise (large org)",
"type": "string",
"enum": [
"startup",
"growth",
"enterprise"
]
},
"tech_stack": {
"description": "Preferred technologies",
"type": "array",
"items": {
"type": "string"
}
},
"webhook_url": {
"description": "Webhook URL to POST results to after completion",
"type": "string",
"format": "uri"
}
},
"required": [
"description"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢review-code(code, focus, language, thinking_level, webhook_url)
Code review council. Senior Engineer, Security Reviewer, and Performance Analyst analyze your code and a moderator synthesizes their findings.
Esquema de entrada
{
"type": "object",
"properties": {
"code": {
"type": "string",
"minLength": 1,
"maxLength": 100000,
"description": "The code to review"
},
"focus": {
"description": "Review focus areas (e.g., [\"security\", \"performance\"])",
"type": "array",
"items": {
"type": "string"
}
},
"language": {
"description": "Programming language (auto-detected if not specified)",
"type": "string"
},
"thinking_level": {
"default": "medium",
"description": "Review depth: low (quick scan), medium (balanced), high (thorough)",
"type": "string",
"enum": [
"low",
"medium",
"high"
]
},
"webhook_url": {
"description": "Webhook URL to POST results to after completion",
"type": "string",
"format": "uri"
}
},
"required": [
"code"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}⚪plan-implementation(codebase_context, constraints, feature, tech_stack, thinking_level, ...)
Implementation planning council. Tech Lead, Senior Engineer, and QA Strategist break down a feature into actionable steps, identify risks, and define acceptance criteria. Output as ADR.
Esquema de entrada
{
"type": "object",
"properties": {
"codebase_context": {
"description": "Relevant existing code, file structure, or architecture notes",
"type": "string",
"maxLength": 50000
},
"constraints": {
"description": "Constraints (e.g., [\"no breaking changes\", \"must support offline\"])",
"type": "array",
"items": {
"type": "string"
}
},
"feature": {
"type": "string",
"minLength": 1,
"maxLength": 10000,
"description": "The feature or change to plan"
},
"tech_stack": {
"description": "Current tech stack",
"type": "array",
"items": {
"type": "string"
}
},
"thinking_level": {
"default": "medium",
"description": "Planning depth",
"type": "string",
"enum": [
"low",
"medium",
"high"
]
},
"webhook_url": {
"description": "Webhook URL to POST results to after completion",
"type": "string",
"format": "uri"
},
"session_context": {
"description": "Session IDs to use as context (max 3). Prior moderator summaries will be prepended.",
"maxItems": 3,
"type": "array",
"items": {
"type": "string"
}
},
"knowledge": {
"description": "Reference knowledge to inject as context",
"maxItems": 5,
"type": "array",
"items": {
"type": "object",
"properties": {
"content": {
"type": "string",
"description": "Text content or URL to fetch"
},
"label": {
"description": "Label for this knowledge item",
"type": "string"
},
"type": {
"type": "string",
"enum": [
"text",
"url"
],
"description": "Content type: text (pass-through) or url (fetch and extract)"
}
},
"required": [
"content",
"type"
]
}
}
},
"required": [
"feature"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢debug-issue(code, error, expected_behavior, problem, thinking_level, ...)
Debugging council. Root Cause Analyst, Systems Engineer, and Edge Case Investigator collaboratively diagnose bugs, analyze errors, and propose fixes.
Esquema de entrada
{
"type": "object",
"properties": {
"code": {
"description": "The relevant code where the bug occurs",
"type": "string",
"maxLength": 100000
},
"error": {
"description": "Error message, stack trace, or unexpected output",
"type": "string",
"maxLength": 10000
},
"expected_behavior": {
"description": "What should happen vs what actually happens",
"type": "string",
"maxLength": 5000
},
"problem": {
"type": "string",
"minLength": 1,
"maxLength": 10000,
"description": "Describe the bug, failure, or unexpected behavior"
},
"thinking_level": {
"default": "medium",
"description": "Analysis depth",
"type": "string",
"enum": [
"low",
"medium",
"high"
]
},
"webhook_url": {
"description": "Webhook URL to POST results to after completion",
"type": "string",
"format": "uri"
},
"session_context": {
"description": "Session IDs to use as context (max 3). Prior moderator summaries will be prepended.",
"maxItems": 3,
"type": "array",
"items": {
"type": "string"
}
},
"knowledge": {
"description": "Reference knowledge to inject as context",
"maxItems": 5,
"type": "array",
"items": {
"type": "object",
"properties": {
"content": {
"type": "string",
"description": "Text content or URL to fetch"
},
"label": {
"description": "Label for this knowledge item",
"type": "string"
},
"type": {
"type": "string",
"enum": [
"text",
"url"
],
"description": "Content type: text (pass-through) or url (fetch and extract)"
}
},
"required": [
"content",
"type"
]
}
}
},
"required": [
"problem"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}⚪assess-tradeoffs(context, decision, options, priorities, thinking_level, ...)
Tradeoff assessment council. Pragmatist, Skeptic, and Futurist evaluate options from different angles — short-term vs long-term, risk vs reward, simplicity vs flexibility. Output as pros-cons.
Esquema de entrada
{
"type": "object",
"properties": {
"context": {
"description": "Background context — codebase, team, timeline, constraints",
"type": "string",
"maxLength": 50000
},
"decision": {
"type": "string",
"minLength": 1,
"maxLength": 10000,
"description": "The decision or question to evaluate"
},
"options": {
"description": "Specific options to compare",
"minItems": 2,
"type": "array",
"items": {
"type": "string"
}
},
"priorities": {
"description": "What matters most (e.g., [\"performance\", \"dx\", \"cost\"])",
"type": "array",
"items": {
"type": "string"
}
},
"thinking_level": {
"default": "medium",
"description": "Analysis depth",
"type": "string",
"enum": [
"low",
"medium",
"high"
]
},
"webhook_url": {
"description": "Webhook URL to POST results to after completion",
"type": "string",
"format": "uri"
},
"session_context": {
"description": "Session IDs to use as context (max 3). Prior moderator summaries will be prepended.",
"maxItems": 3,
"type": "array",
"items": {
"type": "string"
}
}
},
"required": [
"decision"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}Prompts recomendados
get-sessionget-sessionlist-modelslist-modelslist-modelsget-sessionComunidad
Evidencia