Show HN: MCP for cross-functional software teams

Category: devtools

Tags: mcp-server, decision-tracking, ai-engineering, spec-compliance, claude-code

Score: 7.3/10 (Innovation: 7, Technical: 7, Documentation: 8, Utility: 7)

Bicameral MCP is a spec compliance layer for AI-assisted engineering that ingests meeting transcripts, PRDs, and Slack threads to surface prior decisions and detect drift before code changes, pinning decisions to the code that implements them. It runs locally as an MCP server and integrates tightly with Claude Code, providing a novel approach to bridging communication gaps in cross-functional software teams using AI agents. The combination of a decision ledger, drift detection, and team-mode replication is a unique and practical contribution to AI-augmented development workflows.

Target audience: backend devs, product managers, full-stack devs, devops, data engineers

Repository: https://try.bicameral-ai.com/ · Python · 7 stars

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