
Ai Consensus
io.github.TheStevenJohnstonePublished by GitHub account TheStevenJohnstonev0.12.2Updated Oct 24, 2026
Standing review layer for coding agents: Claude, GPT and Gemini debate, return consensus + dissent.
Overview
A local stdio connector that lets a coding agent send consequential decisions to a hosted panel of Claude, GPT and Gemini for a consensus recommendation plus a.
- What you can do
- Route a decision or task through the three-model panel and wait for the result, or start a run and collect it later, or cancel a run in progress. Check the connection and setup at no cost, verifying reachability, key acceptance and provider keys. Return one recommendation plus the strongest dissent from the panel's cross-examination.
- When to use it
- For teams that want a standing review layer over a coding agent, so architecture, design, implementation approach and tricky bugs get debated by three independent models before they ship. Not intended for occasional use or purely mechanical edits.
- Requirements
- Runs locally as a stdio process via npx, so Node.js is needed. Requires an AI Consensus API key in the AI_CONSENSUS_API_KEY environment variable, created on the vendor's site. Network access to the hosted service; self-hosting can point at a custom API URL.
Installation
In SourceWeft
- Open Ai Consensus in the dashboard and add it to a workspace.
- Enable the server for the chats that should use its tools.
Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.
Other MCP clients
Follow the launch instructions in the repository.
README
AI Consensus — coding-agent connector
Make AI Consensus a standing part of your development model. Your coding agent — Claude Code, Cursor, Cline, any MCP client — routes every decision of consequence through three frontier AIs (Claude, GPT, Gemini) that answer independently, then cross-examine each other, and return one recommendation plus the strongest dissent. You keep working inside your agent; the panel reviews as you go.
This is not a tool you reach for occasionally. It's a review layer you switch on once, and from then on everything that matters gets debated by three independent models before it ships. (Honest bill: a run takes a few minutes and, on the bring-your-own-keys plan, costs roughly $0.40–$1 of your own provider tokens.)
Setup — Claude Code (about 2 minutes)
-
Get an API key: sign in at https://ai-consensus.ai → Developer API → create a key (copy it; it's shown once).
-
Add the connector:
(Self-hosting? add
--env AI_CONSENSUS_API_URL=https://your-instance.) -
Verify it's connected (free — no run is started):
"Use the check_ai_consensus_connection tool."
-
Make it your standing rule — add to your project's
CLAUDE.md:Teams that want everything routed can use the strict variant instead:
Setup — Cursor / Cline / other MCP clients
Add a stdio MCP server with command npx -y ai-consensus-connector and the
AI_CONSENSUS_API_KEY environment variable. For Cursor, in mcp.json:
Then put the standing rule in your project's agent rules file (.cursorrules,
.clinerules, etc.).
Tools
consult_ai_consensus— route a decision/task through the panel and wait for the result (a few minutes).start_ai_consensus/get_ai_consensus_result— fire-and-forget + collect later.check_ai_consensus_connection— zero-cost setup check (reachability, key accepted, provider keys present).cancel_ai_consensus_run— stop a run.
Your key authenticates to your account and bills your plan (unlimited on your
own keys, or prepaid credits). Keep it secret — and note that pasting the
--env form above stores the key in your shell history; use your client's
config file if that concerns you.
Open source, hosted service
This connector is open source under the MIT license. It is a thin client for the paid, hosted AI Consensus service — you bring your own AI Consensus API key; the deliberation engine itself runs on our servers and is not part of this repository. The MIT license covers this connector's code only and grants no rights to the AI Consensus name or branding.
Support boundary: connector bugs and setup issues → GitHub issues; account, API-key or billing questions → [email protected].
Source: README.md at commit 7fe1524
Tools
0Version history
1- v0.12.2LatestSep 16, 2026
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