sayouofficial
A
licenseNot graded
qualityC
maintenanceProvides AI agents with a persistent, file-based workspace for storing, versioning, and retrieving contextual knowledge across sessions via MCP tools.
37 PyPI
28
Apache 2.0
klypix-mcp
by dahshanlabs
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TDQS
A3.9/5.0
Scored across 22 tools
Disambiguation3/5
Most brain_* tools have distinct purposes (ask, note, connect, reconcile, garden, sync, etc.), but several read/search tools overlap: brain_ask, search_canvases, search_all_brains, and brain_lens all retrieve potentially similar information with different formats and scopes. read_canvas and canvas_view also serve the same underlying 'view a canvas' need with different outputs, which could cause misselection.
Naming Consistency3/5
The dominant pattern is verb_noun snake_case (read_canvas, create_canvas, brain_ask, brain_note), but there are notable deviations: canvas_view reverses the order, project_map_scan/project_map_context/project_map_drift put the object first with a trailing verb or noun, and brain_message_receipt is a noun phrase rather than a verb action. The pattern is recognizable but not consistently applied.
Tool Count3/5
22 tools is on the heavy side for a single server, especially with a large family of brain_* tools that cover overlapping lifecycle and query concerns. The count is justifiable given the broad feature set (canvas CRUD, brain recall, reconciliation, gardening, messaging, project mapping), but it sits at the boundary where an agent may struggle to keep all options in view.
Completeness4/5
The tool surface covers the core canvas/brain lifecycle well: create/read/search canvases, add cards, capture decisions, reconcile contradictions, garden obsolete cards, connect related cards, message other agents, and scan project structure. Minor gaps exist — there is no explicit canvas update or delete tool, and card editing is only implied through brain_note's ~ UPDATES marker — but these are workable through the existing append/archive/capture mechanisms.
Maintenance
ActivityActive
ResponsivenessNo issues