Schema | @git-fabric/aiana

Describes the environment variables required to run the server.

Name	Required	Description
`QDRANT_URL`	Yes	Qdrant Cloud base URL (e.g. https://xxx.us-west-1-0.aws.cloud.qdrant.io:6333)
`OPENAI_API_KEY`	Yes	OpenAI API key for text-embedding-3-small embeddings
`QDRANT_API_KEY`	Yes	Qdrant Cloud API key

Features and capabilities supported by this server

Capability	Details
`tools`	{}

Functions exposed to the LLM to take actions

Name	Description
aiana_memory_search	Semantic search over stored memories. Returns memories ranked by relevance to the query.
aiana_memory_add	Store a new memory. Content is automatically scrubbed for secrets before embedding and storage.
aiana_memory_recall	Recall the most relevant memories for a project. Uses the project name as a semantic seed and returns the top-N most relevant memories scoped to that project.
aiana_memory_delete	Permanently delete a memory by its ID.
aiana_memory_export	Export all stored memories as an array of memory records (JSONL-compatible). Optionally filter by project.
aiana_memory_import	Import memories from a previously exported array of memory records. Duplicate IDs are overwritten.
aiana_session_list	List sessions grouped by project. Sessions are derived from memories that share a sessionId. Returns sessions sorted by most-recent activity.
aiana_preference_add	Store a user preference as a memory with type=preference. Preferences are searchable and recallable like any other memory.
aiana_memory_feedback	Record feedback on a recalled memory to improve future relevance. Rating: 1=helpful, 0=neutral, -1=not helpful.
aiana_status	Return collection stats: total memory count, memories per project, embedding model, and collection name.
aiana_health	Ping Qdrant Cloud and return connection status and latency.

Interactive templates invoked by user choice

Name	Description
No prompts

Contextual data attached and managed by the client

Name	Description
No resources

@git-fabric/aiana