mcpbeat

Roundtable MCP Server

by roundtable-mcp
answering

Roundtable is answering right now. Last checked 14 min ago. It exposes 13 tools.

Multi-model AI debates: GPT-4o, Claude, Gemini & 200+ models discuss, then synthesize insight.

The linked repository no longer exists on GitHub — it was deleted or made private.

Uptime history 56 hours of history
56 hours agonow
100.0%
Uptime 24h
91 of 91 checks
13
Tools
read from the server
453 ms
Response time
average over 24h
open, no key
Access
streamable-http

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 14 min ago.

run in your terminal
claude mcp add roundtable --transport http https://mcp.roundtable.now/mcp
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "roundtable": {
      "url": "https://mcp.roundtable.now/mcp"
    }
  }
}
~/.codex/config.toml
[mcp_servers.roundtable]
url = "https://mcp.roundtable.now/mcp"
.cursor/mcp.json
{
  "mcpServers": {
    "roundtable": {
      "url": "https://mcp.roundtable.now/mcp"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "roundtable": {
      "url": "https://mcp.roundtable.now/mcp"
    }
  }
}

Available tools 13

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

thread
get-thread-link
Get the dashboard URL for a previous debate session. Returns the thread link and public URL if the thread is public.
set-thread-visibility
Set a thread as public or private. Public threads can be shared via URL. Use session_id from a previous debate session.
assess
assess-tradeoffs
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.
consult
consult-council
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.
debug
debug-issue
Debugging council. Root Cause Analyst, Systems Engineer, and Edge Case Investigator collaboratively diagnose bugs, analyze errors, and propose fixes.
design
design-architecture
Architecture design council. Systems Architect, Infrastructure Engineer, and DX Advocate evaluate your system design. Always uses high thinking for maximum depth. Output as ADR.
logs
get-logs
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.
models
list-models
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.
plan
plan-implementation
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.
review
review-code
Code review council. Senior Engineer, Security Reviewer, and Performance Analyst analyze your code and a moderator synthesizes their findings.
session
get-session
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.
sessions
list-sessions
List your previous MCP tool sessions. Returns session metadata including prompt, tool used, quality score, and credits consumed. Useful for reviewing past council discussions.
usage
check-usage
Check your remaining credits, usage limits, and plan info

Endpoints

URLTransportStateLatencyChecked
https://mcp.roundtable.now/mcp streamable-http answering 398 ms 14 min ago

Alternatives to Roundtable

same job, measured the same way
LLM Cost Estimator
by waqarulwahab

Token counting & multi-model LLM cost estimates: GPT-4o, Claude, Gemini, 25+. No API key.

27 installs/wk local only
Oroute
by netclaus

Auto-route AI requests to 13 models (Claude, GPT, Gemini, Qwen, DeepSeek). 57% cost savings.

88 installs/wk local only
LiteLLM Multi-Model API
by berriai

Access 100+ LLMs with one API: GPT-4, Claude, Gemini, Mistral, and more.

local only
I
Deliberation
by antonbabenko

Second opinions in Claude Code and any MCP host from GPT, Gemini, Grok, and 400+ OpenRouter models.

358 installs/wk local only
modelmux
by pure-maple

Model multiplexer — route tasks to Codex, Gemini, and Claude CLIs with smart routing.

160 installs/wk local only
vaultit
by therealdataboss

Zero model drift between AI agents. Session continuity for Claude, GPT, Gemini, and any LLM.

68 installs/wk local only
BrainstormRouter MCP Server
by justinjilg

AI routing, memory, guardrails, and governance. Routes across Claude, GPT, Gemini.

42 installs/wk answering
Brainstorm MCP
by spranab

Multi-model AI brainstorming debates with code review and quick perspectives

49 installs/wk local only

Roundtable — questions

Answers built from our own checks of this server.

What can Roundtable do?
It exposes 13 tools, read directly from the server on our last check. Among them: assess-tradeoffs, check-usage, consult-council, debug-issue, design-architecture, get-logs and 7 more. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →
Is Roundtable working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 91 of 91 checks got a reply (100.0%), average response time 453 ms. The bar chart above shows every period we have measured.
Is Roundtable still maintained?
The linked repository no longer exists on GitHub — it was deleted or made private. We show this because it changes what you can expect: an unmaintained server may keep answering for months and then stop without warning.
How do I connect Roundtable?
Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.
Does Roundtable need an API key?
No. Roundtable completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 13 of them are readable on this page. This is what we observed, not what the docs claim.
How fast is Roundtable?
It answers our handshake in 453 ms on average, which is faster than 28% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.