MCP Observatory
45s ago Tracked 55,861 Last 45s ago 24h 2,736
github Python analyzed 879c88f

witwave-ai/witwave

github

Self-directed AI agents that work autonomously on software — including improving themselves. Multi-LLM, K8s-native, AI-operated open source.

maintainer
witwave-ai
licence
Apache-2.0
first seen
2026-06-04
last seen
2026-09-03
releases · 30d
0
short id

witwave-ai/witwave is an MCP server distributed on github, maintained by witwave-ai, tracked here since June 2026. It has shipped 109 releases and exposes 27 tools. Tools include apply, ask_agent, delete, describe, diff, diff_manifest, and 21 more. Its composite risk grade is D — an inferred review prompt computed from observed signals, not a verdict.

lifetime releases
109
releases · 30d
0
dependencies
0
dependents
0
what we found

Reading the source raised 2 review prompts — dangerous code and hidden prompt content — each a pattern worth a human look rather than a finding of fault.

Its 27 tools appear to reach filesystem, shell / exec, network, secrets and database, inferred from tool names, descriptions and input schemas rather than from observed behaviour.

Since the previous scan on 2026-09-03: 1 tool added.

full security breakdown →
tools 20 of 27
  • apply
  • ask_agent
  • delete
  • describe
  • diff
  • diff_manifest
  • get_manifest
  • get_release
  • get_resource
  • get_values
  • history
  • install
  • label_values
  • labels
  • list_namespaces
  • list_releases
  • list_resources
  • logs
  • query
  • query_range
All 27 tools →
release cadence · 90d 5 releases
06-13 00:00 07-27 00:00 now
recent releases last 10
version date src
v0.38.2 2026-07-26 github
v0.38.1 2026-06-20 github
v0.38.0 2026-06-17 github
v0.37.10 2026-06-17 github
v0.37.9 2026-06-17 github
v0.37.8 2026-06-09 github
v0.37.7 2026-06-07 github
v0.37.6 2026-06-05 github
v0.37.5 2026-06-04 github
v0.37.4 2026-06-04 github

view all →