OpenClaw Consensus

9-LLM consensus + disagreement scoring + cheapest-route picks to fight hallucinations.

Connector by MICONNM · GitHub account verified by the MCP Registry

IndexedMITLocal (stdio)

Chalk Labs

Need help deploying OpenClaw Consensus?

Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.

Book a call

Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/miconnm-openclaw-consensus-mcp

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Get the weekly diff

The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.

About

9-LLM consensus + disagreement scoring + cheapest-route picks to fight hallucinations.

Reviews

Write a review

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools: 3 read · 0 write · 0 deleteRead-only
Secrets: 1 (API keys, tokens or passwords)
Install scripts: Not scanned yet
Runs as: Python package

Tools by what they do 3

Read from the source code; the running server may list different tools.

Read 3 · Look things up without changing anything.

cheapest_route
consensus
disagreement_score

Secrets and settings it asks for

Secrets: values you paste in that let it act as you.

RAPIDAPI_KEY

Tools (3)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

cheapest_route
Recommend the cheapest model combination that meets a quality bar. Args: prompt: The user prompt to route. target_quality: Minimum acceptable quality, 0..1. Default 0.85. Returns: ``{"models": [...], "estimated_cost_usd": float, "estimated_quality": float}``.
consensus
Get a 9-LLM consensus answer. Args: prompt: The user question or instruction. mode: ``deep`` (9 models), ``balanced`` (5), or ``fast`` (3). Returns: A dict with ``answer``, ``confidence`` (0..1), ``models_used`` (list), and ``disagreement`` (0..1, higher = riskier hallucination signal).
disagreement_score
Score how much the 9 models disagree on a prompt (0..1). A high score is a useful hallucination warning: when frontier models disagree, single-model answers are more likely to be wrong. Returns: ``{"score": float, "per_model": {model: answer_summary}}``.

Signals

Stars: 0
Forks: 0
Open issues: 0
Weekly downloads: 24
Last commit: Jun 1, 2026 (5 months ago)
Last release: Apr 30, 2026 (6 months ago)
Last package publish: Apr 30, 2026 (6 months ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Registry name: io.github.MICONNM/openclaw-consensus-mcp
Version: 0.1.1
Auth: API key
Packages: pypi openclaw-consensus-mcp
License: MIT
Repository: github.com/MICONNM/openclaw-consensus-mcp
First seen: Oct 24, 2026
Last checked: Oct 24, 2026
Source: Official MCP Registry github-graphql

Done for you

Rather not set it up yourself?

Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.

See how we build AI agents →Read the case studies

Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.

launches shipped: 50+; launches shipped
media placements: 500+; media placements
founders on every account: 2; founders on every account

Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block

Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.

Get OpenClaw Consensus running in your business

Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.

Need help deploying OpenClaw Consensus?

Call Get help

Cite this page

OpenClaw Consensus MCP server. Agent Mart. https://agentmart.dev/connectors/miconnm-openclaw-consensus-mcp (last updated 2026-10-24)