cambium
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- FlicenseNot gradedqualityCmaintenanceEnables AI coding agents and IDEs to capture conversations, extract structured knowledge into a queryable graph database, and recall past decisions, patterns, files, and errors across all projects and workspaces. Provides persistent memory tools for saving, searching, and cleaning up knowledge via MCP.-
- AlicenseNot gradedqualityBmaintenanceEnables AI agents to capture, store, and retrieve durable learnings from projects via MCP tools, providing a queryable memory of product and technical lessons across repos.MIT
- AlicenseAqualityAmaintenanceMCP-native, local-first memory for coding agents that turns real sessions into reusable decisions, gotchas, and domain knowledge.176MIT

sill-ensoulofficial
AlicenseAqualityBmaintenanceProvides persistent, cross-session memory for CLI agents via MCP tools, enabling them to recall, distill, and share experiences across projects and tools.86MIT- AlicenseBqualityFmaintenancePersistent memory, teams, and projects for AI agents. 76 MCP tools for storing, recalling, and sharing knowledge across sessions with 4-strategy hybrid search.33230 npm1MIT
- AlicenseAqualityDmaintenancePersistent memory for AI agents. Store, recall, and share knowledge across sessions with five MCP tools: remember, recall, context, forget, and share. Includes semantic search and agent/user/org scoping.53Apache 2.0
TDQS
Scored across 14 tools
Each tool has a clearly distinct purpose: capture (manual save), distill (automatic import), endorse (vouch), export_markdown (render), generalize (restate as cross-project rule), import_memory (ingest external exports), promote (graduate scopes), recall (search), record_need (record a need), review_promotions (list eligible items), setup (initial config), stale_report (find stale entries), status (check config), verify_entry (confirm entry). Only minor overlap between capture and distill, but descriptions clarify the difference.
Tool names follow a consistent verb_noun pattern with underscores (e.g., record_need, review_promotions, export_markdown, verify_entry). Some are single verbs (capture, distill, endorse, generalize, promote, recall, setup, status), which is also consistent. No mixing of camelCase or other conventions.
14 tools is well-scoped for a knowledge management server covering capture, import, search, promotion, verification, reporting, and configuration. The number feels appropriate—not too few to miss functionality, not too many to be overwhelming.
The tool set covers the knowledge lifecycle comprehensively: creation (capture, distill, import_memory), search (recall), promotion (promote, review_promotions), endorsement (endorse), verification (verify_entry, stale_report), rendering (export_markdown), generalization (generalize), and setup. Missing explicit delete or update tools, but the domain may not require them (items can become stale). Minor gap.