Audit the tool catalog
Measure exact UTF-8 bytes, preview a small index and open individual definitions. Reject incomplete tool lists; preserve exact names and full schemas.
XIX.Release 0.19 · MCP workflows
Discover selectively / compose calls / preserve results
STOLZ A.I. v0.19.0
Choose native tool discovery or code execution for the task at hand. Optional stolz-mcp keeps selected definitions accessible and intermediate data in code while preserving the complete MCP response.
- Canonical artifact
- 214-file npm package · nine skills
- Verification
- 8 offline API and CLI scenarios
- Update and rollback
- v0.18 → v0.19
- Package smoke
- Windows and Linux
§ 1stolz-mcp
Load what the task needs.
Use the authorized client
The bridge requires a reviewed inventory digest and an explicit tool allowlist. Connection, OAuth, validation and permissions stay with the existing host.
Return a complete useful result
Keep null arguments, structured content, errors, media and metadata. Local reduction rejects tool errors and oversized output; it never silently truncates a summary.
§ 2verification
Offline checks with explicit limits.
Eight scenarios execute the API, CLI and filesystem behavior with synthetic exports and a mock host callback. They cover names, nulls, inventory changes, denied calls, integrity, errors and budgets. Live vendor connections and implicit model activation were not tested.
Source bytes are a bounded measurement
The index and selected definitions may be larger than a small full listing. Byte counts establish neither provider tokens nor cost savings. Five managed profiles remain; guard, evidence, browser and MCP are installed separately.