Gigabrain
A local-first memory control plane for AI agents, providing auditable recall via MCP with provenance and contradiction handling.
Emerging. No concerning findings. Grades remain capped until the project builds reputation through adoption. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.
How we verified
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⚡ Connect GitHub → continuous verification on every pushwhy connect →Who stands behind it
legendaryvibecoder
Source: Glama
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Install from
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CODEX_HOMEGB_ALLOW_NO_AUTHGB_SQLITE_BUSY_TIMEOUT_MSGB_UI_TOKENGIGABRAIN_CONFIGGIGABRAIN_CONFIG_PATHGIGABRAIN_MEMORY_ROOTGIGABRAIN_MODEGIGABRAIN_WORKSPACE_ROOTGITHUB_REPOSITORYHERMES_HOMEOPENCLAW_CONFIGOPENCLAW_WORKSPACEOPENCLAW_WORKSPACE_ROOTGB_REGISTRY_PATHGB_OPENCLAW_CONFIGGB_DOCS_PATHGB_DOC_INDEX_AGENTGB_DOC_INDEX_DEBOUNCEGB_DOC_INDEX_TIMEOUTGB_DOC_INDEX_LOCKGB_GRAPH_PATHGB_OUTPUT_DIRGB_SURFACE_SUMMARY_PATHGB_RECALL_EXPLAIN_URLGB_ALLOW_PRIVATE_URLSGB_ENABLE_URL_IMPORTGB_URL_IMPORT_ALLOWLISTGB_ENABLE_API_DOCSGB_MAX_PDF_PAGESGB_MAX_EXTRACTED_CHARSGB_MAX_JSON_BODY_BYTESGB_MAX_MULTIPART_BODY_BYTESGB_API_RATE_LIMIT_PER_MINGB_API_MAX_RATE_BUCKETSGB_UI_SCOPE_TOKENSTool annotations
No tools have read-only/destructive annotations
Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.
All four hints declared on every tool
16/16 tools missing one or more hints — gigabrain_recall (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); gigabrain_remember (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); gigabrain_checkpoint (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +13 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.
For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.
Tool handlers catch errors
Only 0/16 tool handlers wrap calls in try/catch (0%)
Wrap each tool handler body in try/catch and return a structured error response.
Tests exist
No test files found
Add tests that exercise each declared tool.
Shell command execution
123 child_process calls — runs shell commands
Prefer library functions over shell-outs. If you must shell out, ensure all inputs are properly escaped.
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