Agent Summary: "Configured bearer token validation in lib/auth.ts and verified rate limits on /api/mcp. The incoming agent should run the integration test suite and register the new tool endpoints."
Touched Files
lib/auth.ts
app/api/mcp/route.ts
tests/mcp-auth.test.ts
Next Action Items
Verify session restore via stdio MCP bridge
Add memory sub-page for export API contracts
Built for agent continuity and developer control.
Everything your multi-agent workflow needs to stop losing context mid-sprint.
Persistent Knowledge WikiKarpathy Pattern
Curated project memory that compounds over time.
Unlike raw conversation history, Cerebro structures project rules, API decisions, and architectural contracts into an interlinked markdown wiki with backlink resolution and frontmatter queries.
Issue dedicated API keys per agent or IDE. Revoke access instantly without disturbing existing workspaces.
claude-cli-tokenactive
codex-agent-keyactive
Graph Explorer
Visual knowledge graph.
Obsidian-style 2D and 3D force-directed graphs rendered client-side directly from your wiki pages.
Task Hub & Agent Instructions
Separate human notes from AI execution prompts.
Cerebro to-dos feature dual-channel fields: human notes for your reference, and dedicated agent instructions that MCP tools ingest automatically during execution.
Human Notes:
"Implement token rotation logic for session recovery."
Agent Instructions:
"Call auth:rotateToken internal mutation and assert expiration timestamp updates in tests."
The four-stage handoff lifecycle.
How context seamlessly bridges across separate LLM sessions without human copy-pasting.
01
Capture
Active agent saves finished work, touched files, and pending decisions directly to the MCP session ledger.
02
Index
Convex updates the project wiki catalog and cross-references task state with persistent storage.
03
Retrieve
Incoming agent connects via MCP and pulls relevant wiki context and active tasks in a single tool call.
04
Resume
Execution continues immediately from the saved plan without wasting tokens re-explaining the codebase.
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