Gossipcat is an MCP server that orchestrates multiple AI agents to review code in parallel, allowing agents to independently review and cross-review each other's findings. The system learns over time which agents are most accurate for specific tasks.
From the registry: Multi-agent orchestration for Claude Code — consensus review, adaptive dispatch, skill learning

$ npm install -g https://github.com/gossipcat-ai/gossipcat-ai/releases/latest/download/gossipcat.tgzhttps://github.com/gossipcat-ai/gossipcat-aiPlease install the `gossipcat` MCP server into my current AI client (that's you).
Required prerequisites (do these first if not already done):
- **Node.js 22+** — Node.js runtime version 22 or newer
- **Install gossipcat** — Install globally from the GitHub release tarball Run: `npm install -g https://github.com/gossipcat-ai/gossipcat-ai/releases/latest/download/gossipcat.tgz` (https://github.com/gossipcat-ai/gossipcat-ai)
Canonical MCP server config (stdio transport):
- command: `gossipcat`
- args: ["mcp"]
- optional environment variables:
- `GOSSIPCAT_PORT`: Stable port for the bundled dashboard (defaults to dynamic) (example: `24420`)
Note: Also runnable without global install via `npx gossipcat mcp`.
Add this MCP server to my current client's config in the correct format for you. If you need secrets or credentials I haven't provided, ASK me — do not invent values or leave raw placeholders. After adding it, tell me how to verify the server is connected.ANTHROPIC_API_KEYrequiredDirect API access if you don't want to go through Claude Code.GOOGLE_API_KEYrequiredGemini Pro / Flash relay agents.OPENAI_API_KEYrequiredGPT-4 / GPT-4o relay agents.OPENAI_BASE_URLLets you point at OpenAI-compatible gateways.AI Agents Framework with Self Reflection and MCP support