Repository navigation
v1.1.0 — Zero-Server Mode
AgentLib v1.1.0 — Zero-Server Mode
AgentLib no longer requires an MCP server. The agent navigates preprocessed files directly using a skill that teaches the navigation pattern.
What changed
- No MCP server — removed
.mcp.json, no process to manage - File-based navigation — agent reads
catalog.json→concepts.json→chunks/*.mddirectly - Smart skill trigger — keyword-rich description activates automatically for research/knowledge questions
- Compact files on disk —
manifest.compact.json(~500-2k tok) andconcepts.json(~200 tok) written during ingestion - Self-documenting library —
NAVIGATION.mdgenerated in library root
Results
- 58% fewer content tokens vs raw PDF (6.1k vs 14.7k on SBOM maturity question)
- 4 file reads to answer — catalog → concepts → 2 chunks
- Automatic source citations in answers
- Zero infrastructure, zero server management
Architecture (simplified)
AgentLib = Ingestion Pipeline + Skill + File Convention
/agentlib-ingest-book ~/book.pdf— preprocess once- Ask questions — skill teaches the agent to navigate metadata → chunks
- No server, no MCP, no tools — just files + instructions
Also in this release
/agentlib-librarycommand to browse ingested books- Stronger skill trigger keywords (CandleKeep-inspired pattern)
- Token budget enforcement on all navigation layers
Install
claude --plugin-dir ~/path/to/agentlib
/agentlib-ingest-book ~/path/to/book.pdfThen just ask questions naturally.