ProjectBuild a Permission-Aware Knowledge Hub as an MCP Server: the explanation · Module 2: The solution: an MCP server with permission-aware retrieval · part 4 of 22
Part 4 · Module 2: The solution: an MCP server with permission-aware retrieval

Module 2: The solution: an MCP server with permission-aware retrieval

21 min read·
About 40 minutes · Needs: Module 1 (the problem) · Code: server/wayfinder/mcp/server.py, server/wayfinder/search.py, server/wayfinder/mcp/models.py, server/wayfinder/main.py, research/claude-code-livetest.md

Where this fits

WHERE THIS FITS Wayfinder this module AI CLIENTS the model writes the answer CONSOLE React, nginx WAYFINDER SERVER Starlette, mcp 2.3 RETRIEVAL permission filter before ranking INDEXING fastembed DATA Postgres 17 OPERATIONS evals, Docker, Cloud Run Claude Code HTTP + OAuth Cursor HTTP + OAuth Claude Desktop stdio bridge or connector MCP Inspector debugging, quick OAuth Web console React: search, audit, connect nginx one URL: /mcp, OAuth, /api MCP layer tools, resources Elicitation confirm create_issue OAuth 2.1 auth server, PKCE Tokens, sessions wf_pat_, cookie Console API /api REST Audit log every call, redacted stdio bridge wayfinder-stdio Guards proxy secret, limits Access rules groups per team Hybrid search pgvector + full text Fusion, boosts RRF, freshness, ADRs Knowledge decisions, owners Indexer loader, chunker bge-small-en fastembed, CPU PostgreSQL pgvector, full text Seed company Tidewater Freight Evaluation retrieval, 0 leaks Containers Docker Compose Deploy Cloud Run, Cloud SQL CI/CD GitHub Actions, WIF
This module (highlighted) follows one question from the AI clients, whose model (amber) writes the answer, through the MCP layer to the permission-filtered search in PostgreSQL and back.

Module 1 showed the problem: the knowledge exists, the assistant cannot see it, and a naive connection sees too much. This module gives the whole solution in one pass, from the question in Claude Code to the cited answer, before later modules open each box. If you read only one overview, read this one.

The rest of this project is yours to keep

This project is bought on its own, once, and stays readable afterwards, including the parts added to it later.

Or open everything with a plan