Project Brain
OCI · GHCR.IO/GENTLEELEPHANT/PROJECT-BRAIN:V2.0.3 · SCANNED AUG 22
Read-only source search and retrieval across configured GitHub repositories
Available components
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 →
Supply Chain Security0
- Malware scan not yet available for this package.Unverified
- Known CVEs could not be checked: this artifact ships no SBOM, so there is no dependency list to read. Publishing one would let us assess it.Unverified
- Install-script risk not yet assessed.Unverified
- Dependency health could not be checked: this artifact ships no SBOM, so there is no dependency list to read. Publishing one would let us assess it.Unverified
Provenance & Transparency19
- Repository check failed: the declared repository URL returned HTTP 404. See how to fix → View diagnostics → Fail
- 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 13 days ago).Pass
- Security-disclosure policy not yet verified: we couldn't inspect the source repository.Unverified
Schema Quality & AI Usability82
- AI-judged instruction clarity (excellent).Pass
- Context-footprint check failed: tool/resource definitions use about 706 tokens (~117/item across 6 items; 6 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management47
- Stability observed for 14 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
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Unverified: 1 category
A category scored 0 because we could not verify it: a data source with nothing on this package, evidence we could not reach, or a check we could not run. We only credit what we can confirm.
Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.
oci · ghcr.io/gentleelephant/project-brain:v2.0.3
claude mcp add gentleelephant-project-brain -- docker run --rm -i ghcr.io/gentleelephant/project-brain:v2.0.3
codex mcp add gentleelephant-project-brain -- docker run --rm -i ghcr.io/gentleelephant/project-brain:v2.0.3
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"gentleelephant-project-brain": {
"type": "local",
"command": [
"docker",
"run",
"--rm",
"-i",
"ghcr.io/gentleelephant/project-brain:v2.0.3"
],
"enabled": true
}
}
} mcp_servers:
gentleelephant-project-brain:
command: "docker"
args: ["run", "--rm", "-i", "ghcr.io/gentleelephant/project-brain:v2.0.3"] {
"mcpServers": {
"gentleelephant-project-brain": {
"command": "docker",
"args": [
"run",
"--rm",
"-i",
"ghcr.io/gentleelephant/project-brain:v2.0.3"
]
}
}
} 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.
- 21 Aug 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 40 to 43. That category is still filling its 30-day observation window: 12 days of observed history at the previous scan, 13 at this one. The score rises as the window fills, whether or not the server changes.
- 19 Aug 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 33 to 37. That category is still filling its 30-day observation window: 10 days of observed history at the previous scan, 11 at this one. The score rises as the window fills, whether or not the server changes.
- 17 Aug 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 27 to 30. That category is still filling its 30-day observation window: 8 days of observed history at the previous scan, 9 at this one. The score rises as the window fills, whether or not the server changes.
- 15 Aug 26 +4
- Stability: unverified → 0.23 ▲ functional
- 11 Aug 26 +1
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 8 Aug 26 34
First indexed and scored.
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 22 Aug 2026 · Analysed oci/ghcr.io/gentleelephant/project-brain:v2.0.3
Provenance No attestation
The registry publishes no build provenance for this version, so there is nothing to verify.
| Result | No attestation |
|---|---|
| Ecosystem | oci |
| Reason | No attestation published |
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.
project_code_files ~123
List tracked file paths at the current prepared revision of one or more repositories. Optional pathPrefix narrows to a directory; optional query filters file names. File locations are navigation hints; read relevant lines before citing a claim.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | maximum file paths, from 1 to 500 |
| pathPrefix | string | – | optional repository-relative directory prefix |
| query | string | – | optional case-insensitive text contained in the file path |
| repos | null|array | – | optional repository slugs (owner/repo); defaults to all configured repositories |
No output schema declared.
No examples provided.
project_code_read ~107
Read a narrow repository-relative source range from one repository, limited to 300 lines. The repository is cloned or refreshed on demand; the result includes the prepared revision and a citation.
| Name | Type | Req | Description |
|---|---|---|---|
| endLine | integer | – | last line, defaults to 200 and at most 300 lines per call |
| path | string | yes | repository-relative file path |
| repo | string | yes | repository slug (owner/repo) |
| startLine | integer | – | first line, defaults to 1 |
No output schema declared.
No examples provided.
project_code_search ~146
Search exact text (or a regular expression) across one or more configured repositories. Repositories are cloned or refreshed on demand. Results include repository, revision, path, line, snippet, and a [owner/repo@revision:path:line] citation. Per-repository failures are reported as warnings.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | maximum matches, from 1 to 100 |
| query | string | yes | literal text by default, or a regular expression when regex is true |
| regex | boolean | – | interpret query as a regular expression; false uses literal search |
| repos | null|array | – | optional repository slugs (owner/repo); defaults to all configured repositories |
No output schema declared.
No examples provided.
project_repo_list ~34
List the configured repository slugs (owner/repo) that this server can search. Call once to see what is available.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
project_repo_sync ~57
Force-refresh one repository (or all configured repositories) in the server cache. This only updates the read-only cache; it never modifies the remote repository.
| Name | Type | Req | Description |
|---|---|---|---|
| repo | string | – | optional repository slug to refresh; defaults to all configured repositories |
No output schema declared.
No examples provided.
project_symbol_search ~87
Search symbol definitions (Universal Ctags) by name fragment across one or more repositories. Repositories are cloned or refreshed on demand.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | maximum matches, from 1 to 100 |
| query | string | yes | symbol name or distinctive symbol fragment |
| repos | null|array | – | optional repository slugs (owner/repo); defaults to all configured repositories |
No output schema declared.
No examples provided.