Sharpwave
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| OLLAMA_BASE_URL | No | Local embedding endpoint | http://localhost:11434 |
| SHARPWAVE_DB_PATH | No | Full path to a specific database file, overriding DATA_DIR | |
| OPENROUTER_API_KEY | No | Enables remote embeddings and generative consolidation | |
| SHARPWAVE_AGENT_ID | No | Namespace for separate, isolated memories | default |
| SHARPWAVE_DATA_DIR | No | Where the database lives | ~/.sharpwave |
| SHARPWAVE_EMBEDDING_MODEL | No | Embedding model to use, e.g., 'ollama/qwen3-embedding:0.6b' |
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Features and capabilities supported by this server
Protocol revision2025-11-25
| Capability | Details |
|---|---|
| tools | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| brain_queryA | Search and recall memories using hybrid FTS + vector + spreading activation. Returns ranked nodes with retrievability and salience scores. |
| brain_writeA | Store a new memory node. Automatically queues for embedding and PRISM/NEXUS auto-linking. |
| brain_linkB | Create a typed edge between two existing nodes. |
| brain_supersedeA | Replace an outdated node with updated content. Closes old edges, writes a supersedes edge, preserving the memory graph's temporal integrity. |
| brain_statsA | Return brain statistics: node/edge/episode counts, neuromodulator state, consolidation status, embedding coverage. |
| brain_historyB | Search episode history (raw conversation turns) by keyword. |
| brain_expandB | Get full detail for a specific node: content, FSRS metrics, encoding context, and source episodes. |
| brain_reviewA | Apply an FSRS-6 spaced-repetition review to a node. Updates stability, retrievability, and SIGMA calibration. |
| brain_forgetA | Physically delete a node from the brain. Refuses to delete nodes with active edges unless force=true. |
| brain_edgesB | Get all active incoming and outgoing edges for a node. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
TDQS
Scored across 10 tools
Each tool has a distinct purpose: querying, writing, linking, superseding, history search, expanding details, reviewing, forgetting, getting edges, and stats. No overlap or ambiguity.
All tools use the 'brain_' prefix followed by a verb or noun representing the action. While most are verbs (query, write, etc.), 'brain_history' and 'brain_edges' are nouns, but the pattern is still clear and predictable.
Ten tools is well-scoped for a memory management system, covering essential operations without excess or deficiency.
The tool set provides complete lifecycle coverage: create (write), read (query, expand, history, edges, stats), update (supersede, review), delete (forget), and linking (link). No obvious gaps.