io.github.adelinamart/robrain
NPM · ROBRAIN
Self-hosted decision memory for AI coding agents; warns before re-proposing a rejected approach.
Available components
Last scanned (6 hours ago)
Scores higher than 68% of npm servers
Category Memory and Knowledge
How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score → Why this is hard to score →
Supply Chain Security98
- No malware found by supply-chain analysis.Pass
- No known CVEs affecting this package version or its production dependencies.Pass
- No install/post-install scripts declared.Pass
- 9 of 23 dependencies flagged as unhealthy. View diagnostics → Partial
Provenance & Transparency45
- Source repository is publicly reachable at the declared URL. View diagnostics → Pass
- Provenance check failed: no build-provenance attestation is published. See how to fix → View diagnostics → Fail
- Clear OSI-approved license (Apache-2.0).Pass
- Actively maintained (last published 2 days ago).Pass
- Disclosure check failed: no security disclosure policy was found in the source repository. See how to fix → Fail
Schema Quality & AI Usability76
- AI-judged instruction clarity (good).Pass
- Tool/resource definitions use about 461 tokens (~115/item across 4 items; 4 tools + 0 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management80
- Stability observed for 24 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 100% of tool parameters carry a description.Pass
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 4 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 4 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 5 Nov 26 −3
- Stability: pass → 0.80 functional
- 3 Nov 26 +2
- Install scripts: partial → pass ▲ security
- The code this package runs automatically changed: postinstall security
- Package version: 2.6.0 → 2.6.1 functional
- 1 Nov 26 0
- Stability: pass → unverified ▼ security
- Tool safety: pass → unverified ▼ security
- Capabilities: pass → unverified ▼ functional
- Tool coverage: 100 → unverified ▼ functional
- Package version: 2.5.0 → 2.6.0 functional
- 30 Oct 26 0
- Stability: 0.97 → pass security
- 29 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 93 to 97. That category is still filling its 30-day observation window: 28 days of observed history at the previous scan, 29 at this one. The score rises as the window fills, whether or not the server changes.
- 28 Oct 26 +25
- Malware scan: unverified → pass ▲ security
- Known CVEs: unverified → pass ▲ security
- Dependency health: unverified → 0.83 ▲ functional
- Stability: pass → 0.93 functional
- 27 Oct 26 −26
- Known CVEs: pass → unverified ▼ security
- Malware scan: pass → unverified ▼ security
- Dependency health: 0.83 → unverified ▼ functional
- Package version: 2.4.10 → 2.5.0 functional
- Package version: 2.4.10 → 2.4.11 functional
- 24 Oct 26 +15
- Malware scan: unverified → pass ▲ security
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 5 Nov 2026 · Analysed npm/robrain@2.6.1
Provenance No attestation
The registry publishes no build provenance for this version, so there is nothing to verify.
| Result | No attestation |
|---|---|
| Ecosystem | npm |
Background: How many MCP packages publish verified provenance →
Dependencies 23 packages
| Packages resolved | 23 |
|---|---|
| Stale | 9 |
| Tree resolution | Complete |
Background: SBOMs and build attestations, explained →
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
sensing_end_session ~70
Signal the end of a Claude Code session. Triggers the flush-on-close hook to ship any unclassified buffered turns to Perception before the session closes.
| Name | Type | Req | Description |
|---|---|---|---|
| session_id | string | yes | Session identifier from sensing_start_session |
| summary | string | – | Optional brief summary of what was accomplished this session |
No output schema declared.
No examples provided.
sensing_get_status ~36
Get the current status of the Sensing buffer for a session. Useful for debugging.
| Name | Type | Req | Description |
|---|---|---|---|
| session_id | string | yes | Session identifier |
No output schema declared.
No examples provided.
sensing_record_turn ~218
Record a completed conversation turn (user message + Claude reply). Call this after every exchange. Survives server restarts — keep using the same session_id even if the server reconnected mid-conversation. Returns whether a topic shift was detected — if true, call your context injection tool. A new durable rule from the user is still recorded when it conflicts with an older one. If conflict_notice is set, tell the user that sentence; it can refer to a rule from an earlier turn. Both decisions were saved. It is a heads-up, not a stop.
| Name | Type | Req | Description |
|---|---|---|---|
| claude_reply | string | yes | The full Claude reply text |
| files_touched | array | – | Files read or modified during this turn |
| injected_memory_ids | array | – | IDs of memories Control injected before this turn, for feedback scoring |
| sequence | integer | yes | Turn number within the session, starting at 1 |
| session_id | string | yes | Session identifier from sensing_start_session |
| user_message | string | yes | The full user message text |
No output schema declared.
No examples provided.
sensing_start_session ~137
Signal the start of a new Claude Code session. Call this once at the beginning of every session. Returns the always-on project summary to inject into your context. session_id may be omitted or empty — the server generates a unique id and returns it (use that id for sensing_record_turn and sensing_end_session).
| Name | Type | Req | Description |
|---|---|---|---|
| project_id | string | yes | Repository name or path hash identifying the project |
| session_id | string|null | – | Unique id for this session. Omit, use null, or "" to let the server generate one (recommended). Otherwise supply a fresh id per chat (e.g. ISO timestamp + 4 hex chars). |
No output schema declared.
No examples provided.
How do I install the io.github.adelinamart/robrain MCP server?
io.github.adelinamart/robrain runs locally as an npm package, launched with npx -y robrain. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
npm · robrain
claude mcp add adelinamart-robrain -- npx -y robrain
What is the io.github.adelinamart/robrain MCP server?
io.github.adelinamart/robrain is an MCP server listed in the public MCP registry as io.github.adelinamart/robrain. Self-hosted decision memory for AI coding agents; warns before re-proposing a rejected approach. This page covers its npm package (robrain).
Is the io.github.adelinamart/robrain MCP server safe to use?
io.github.adelinamart/robrain scores 81 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 5 November 2026. It declares no install or post-install scripts. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the io.github.adelinamart/robrain MCP server expose?
io.github.adelinamart/robrain exposes 4 tools: sensing_start_session, sensing_record_turn, sensing_end_session, sensing_get_status. Their descriptions and schemas cost roughly 461 tokens of context every time the server is loaded.
Is the io.github.adelinamart/robrain MCP server still maintained?
io.github.adelinamart/robrain is still listed as active in the MCP registry. We last reached this channel on 5 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.
What licence is the io.github.adelinamart/robrain MCP server under?
io.github.adelinamart/robrain declares the Apache-2.0 licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.