Sonder Runtime — private-first GPU-backed AI orchestration, grounded execution, web tools, memory, and adaptive learning.
Krilliac/Sonder-runtime is an MCP server distributed on github, maintained by Krilliac, tracked here since July 2026. It has shipped 1 release and exposes 211 tools. Tools include access_request_preview, activity_status, admin_accounts, admin_login, admin_private_chain_of_thought, admin_register, and 205 more. Its composite risk grade is D — an inferred review prompt computed from observed signals, not a verdict.
Reading the source raised 2 review prompts — dangerous code and exfiltration combo — each a pattern worth a human look rather than a finding of fault.
Since the previous scan on 2026-09-13: 27 tools added and 3 tools removed.
full security breakdown →-
access_request_preview -
activity_status -
admin_accounts -
admin_login -
admin_private_chain_of_thought -
admin_register -
admin_set_account -
admin_status -
admin_whoami -
agent -
agent_lane -
apply_learned -
apply_patch -
approximate_location_lookup -
archive_create -
archive_extract -
archive_list -
artifact_generate -
artifact_ground -
artifact_risk_inspect
| version | date | src |
|---|---|---|
| app-latest | 2026-07-12 | github |