agent-knowledge
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| AGENT_KNOWLEDGE_PATH | Yes | Path to the knowledge base directory for the agent-knowledge MCP server |
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 | {
"listChanged": false
} |
| prompts | {
"listChanged": false
} |
| resources | {
"subscribe": false,
"listChanged": false
} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| ak_queryB | Search the knowledge vault for relevant information. |
| ak_ingestC | Ingest text into the knowledge vault. Extracts claims and entities. |
| ak_ingest_umsfA | Ingest a complete UMSFDocument. Use this for multi-event submissions (full conversations, tool traces, etc.). Each event is fanned out to matching hooks AND the whole document is rendered into a single Source via the standard pipeline. |
| ak_statsA | Get vault statistics: source count, entity count, etc. |
| ak_dreamB | Run a dream cycle (memory consolidation) over recent sources. |
| ak_hook_fireA | Fire a single UMSF event for real-time knowledge capture. The event is wrapped in a one-event UMSFDocument and dispatched through the hook system. For multi-event submissions, use ak_ingest_umsf. |
| ak_hook_listA | List all registered hooks. |
| ak_hook_statsB | Get hook fire statistics. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
| knowledge_summary | Generate a structured knowledge summary for a given entity. |
| contradiction_check | Analyze the vault for contradictions and generate a report. |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
TDQS
Scored across 8 tools
Each tool has a clearly distinct purpose: querying, ingesting text, ingesting UMSF documents, stats, dreaming, hook operations, and hook stats. The two ingest tools are differentiated by input type and use case, and the hook tools are a cohesive subset with clear roles.
All tools share the 'ak_' prefix and use snake_case, but patterns vary slightly: some are action-only (query, ingest, stats, dream), while others include a context prefix (ingest_umsf, hook_fire, hook_list, hook_stats). This is readable and predictable, with minor inconsistency in noun/verb ordering.
With 8 tools, the set is well-scoped for a knowledge vault server. Each tool covers a distinct aspect—query, ingestion, usage stats, memory consolidation, and hook management—without unnecessary bloat or missing core functionality.
The core knowledge vault operations (ingest, query, stats, dream) are covered, plus real-time hook management. Minor gaps include lack of explicit source deletion or listing, but these are not essential for the stated purpose and can be worked around.