aictrl MCP server
Governance layer for AI coding agents: knowledge-graph grounding, session audit, policy controls.
C67/100grade C
Adoption
New
Little public usage data yet
Reviews
Write oneNobody has reviewed aictrl yet.
If you have run it, two minutes of your experience saves the next person an afternoon.
aictrl tools
Tool list not cached yet. `describe` through the gateway fetches it live.
Public scan report
scanner v0.1.9 · 2026-09-23 · same rubric, same numbers if you re-run it
no findings
- –Code scanremote-only server, no package to scann/a
- Live reliabilityremote reachable in 296ms (auth required)20/20
- –Tool poisoningtools not inspected (endpoint requires auth); not countedn/a
- Auth qualityOAuth resource metadata advertised on 40115/15
- Maintenancerepository not readable: repo not found3/15
- Maintainer identityno repository or website to verify2/10
Overall 67/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON
Install directly
claude mcp add --transport http aictrl https://aictrl.dev/mcp
aictrl: common questions
- Is aictrl MCP server safe?
- With care: it is graded C, so read the findings first (67/100). Read the aictrl safety report
- How do I install aictrl?
- It runs remotely at aictrl.dev. Add it to Claude Code, Claude Desktop or Cursor with the snippets above, or call it through the mcp.market gateway without installing anything.
- Does aictrl need an API key?
- No key to paste: it signs you in with OAuth when your client connects.
- Is aictrl maintained?
- The latest release is v1.0.0-beta.1.
- Is aictrl up?
- 100% of our last 19 checks got an answer. We check remote servers about four times a day.
- What can I use instead of aictrl?
- Servers from other publishers that do the same job: Codebase Memory MCP server, SSH — policy-gated remote access MCP server and Deja Vu MCP server. Compare all aictrl alternatives.
Alternatives to aictrl
Same job from other publishers: the closest match first, then the best rated.
- Codebase MemoryCodebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.not reviewedWidely usedC
- SSH — policy-gated remote accessPolicy-gated, audited SSH for Linux and Windows hosts: roles, approvals, and an audit log.not reviewedEstablishedB
- Deja Vudeja-vu: local memory over the session histories of thirty-four coding agents.not reviewedEstablishedA
- Prism CoderSession memory for coding agents: local-first recall, drift detection, on-device inference.not reviewedEstablishedC