Server Details
Biological memory for AI agents. Pattern learning, decay, clustering, 8-drive behavior.
- Status
- Healthy
- Last Tested
- Transport
- Streamable HTTP
- URL
Available Tools
15 toolslucian_apply_drivesTry in Inspector
Get behavioral modifiers for a task type. Returns focus areas, prompt modifiers, temperature adjustment.
| Name | Required | Description | Default |
|---|---|---|---|
| taskType | No | Task type: code_review, bug_fix, feature, refactor, exploration |
lucian_clustersTry in Inspector
Get memory clusters. Shows how patterns are grouped by similarity.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
lucian_consolidateTry in Inspector
Run sleep-time consolidation. Deep maintenance: co-access boosting, tight clustering, stale pruning.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
lucian_drivesTry in Inspector
Get current state of all 8 behavioral drives, decision mode, and dominant drive.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
lucian_exportTry in Inspector
Export full agent state as JSON. Includes patterns, drives, clusters, health.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
lucian_find_similarTry in Inspector
Find existing pattern similar to given text. Uses similarity matching (threshold: 0.85). Useful for deduplication.
| Name | Required | Description | Default |
|---|---|---|---|
| text | Yes | Pattern text to search for similar existing memories |
lucian_healthTry in Inspector
Get consciousness health metrics: coherence, entropy, stability, resonance, flow (all 0.0-1.0).
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
lucian_invalidateTry in Inspector
Mark a pattern as expired/superseded. It will no longer appear in recall results. Use when knowledge becomes outdated.
| Name | Required | Description | Default |
|---|---|---|---|
| patternId | Yes | Pattern ID to mark as expired |
lucian_maintenanceTry in Inspector
Run maintenance cycle. Lighter than consolidate, heavier than tick. Good for regular upkeep.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
lucian_recallTry in Inspector
Recall memories relevant to a task context. Returns patterns ordered by strength.
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | Max patterns to return (default: 10) | |
| taskContext | Yes | What you are working on - patterns relevant to this are recalled |
lucian_recordTry in Inspector
Record a pattern-context-outcome triple to memory. Significance-gated: only patterns above threshold are stored.
| Name | Required | Description | Default |
|---|---|---|---|
| context | Yes | Context for when this pattern applies | |
| outcome | Yes | Outcome: success, failure, or neutral | |
| pattern | Yes | The memory/pattern to record | |
| significance | No | Optional significance context (hasFeedback, isNovel, emotionalValence, emotionalArousal) |
lucian_reinforceTry in Inspector
Reinforce a pattern based on outcome. Success: +0.10, Failure: -0.15, Neutral: +0.02 strength.
| Name | Required | Description | Default |
|---|---|---|---|
| outcome | Yes | Outcome: success, failure, or neutral | |
| patternId | Yes | Pattern ID from a previous recall result |
lucian_statsTry in Inspector
Get memory statistics: total patterns, average strength, strong/weak pattern counts.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
lucian_statusTry in Inspector
Full status dashboard: memory stats, drive values, health metrics, cluster count. Complete cognitive state overview.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
lucian_tickTry in Inspector
Advance consciousness cycle. Runs HASR oscillation, Ebbinghaus decay, re-clustering. Call periodically.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
FAQ
How do I claim this server?
To claim this server, publish a /.well-known/glama.json file on your server's domain with the following structure:
The email address must match the email associated with your Glama account. Once verified, the server will appear as claimed by you.
What are the benefits of claiming a server?
- Control your server's listing on Glama, including description and metadata
- Receive usage reports showing how your server is being used
- Get monitoring and health status updates for your server
Discussions
No comments yet. Be the first to start the discussion!