Who-Visions/NouGenShards
Local-first AI memory for coding agents. NouGenShards stores reusable "shards" in a local SQLite + FTS5 database with outcome-weighted retrieval, so agents recall what worked instead of re-prompting. Your agents have prompts — mine have shards.
Who-Visions/NouGenShards is an MCP server distributed on github, maintained by Who-Visions, tracked here since June 2026. It has shipped 3 releases and exposes 161 tools. Tools include add_shard, agy_ask, analyze_file_sandboxed, apply_skills, arxiv_capabilities, arxiv_lab_watch, and 155 more. Its composite risk grade is D — an inferred review prompt computed from observed signals, not a verdict.
what we found
Reading the source raised 3 review prompts — dangerous code, exfiltration combo and toxic flow (lethal trifecta) — each a pattern worth a human look rather than a finding of fault.
Since the previous scan on 2026-10-16: 157 tools added and 10 tools removed.
full security breakdown →tools
-
add_shard -
agy_ask -
analyze_file_sandboxed -
apply_skills -
arxiv_capabilities -
arxiv_lab_watch -
arxiv_paper -
arxiv_radar -
arxiv_research -
ask_agent -
ask_dav1d -
ask_iris -
ask_ollama_sandboxed -
ask_rhea -
batch_execute_sandboxed -
calendar_create_event -
calendar_delete_event -
calendar_list_calendars -
calendar_list_events -
calendar_search_events
release cadence · 90d
recent releases
| version | date | src |
|---|---|---|
| v1.3.0 | 2026-08-01 | github |
| v1.2.0 | 2026-08-01 | github |
| v1.1.0 | 2026-06-15 | github |