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briefd
Self-hosted context compiler that indexes reviewed, Git-backed team knowledge and serves deduplicated, token-budgeted bundles to coding agents over local HTTP MCP or stdio. Its retrieval combines SQLite FTS and optional local embeddings; the first model download is substantial. Public repository created September 20, 2026.
MCP unverified
Integration
| Transport | http |
| Auth | none |
| Endpoint | http://127.0.0.1:7788/mcp |
| Install | Download briefd binary from GitHub Releases, then run briefd demo or briefd serve |
Use Cases
| 01 | Retrieve task-specific team conventions without pasting the entire knowledge base into a prompt |
| 02 | Compile a bounded context bundle from reviewed Markdown sources |
| 03 | Run a single-user stdio server with briefd mcp instead of a listening port |
Tags
team-knowledge context retrieval token-budget git sqlite http
Machine-readable: /api/servers.json
· JSON-LD schema embedded in <head>