AGI MCP Server
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
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
Server capabilities have not been inspected yet.
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| create_memoryC | Create a new memory with optional type-specific metadata |
| search_memories_similarityC | Search memories by vector similarity |
| search_memories_textC | Search memories by text content using full-text search |
| get_memoryB | Retrieve a specific memory by ID and mark it as accessed |
| get_memory_clustersC | Retrieve memory clusters ordered by importance/activity |
| activate_clusterC | Activate a memory cluster and get its associated memories |
| create_memory_clusterC | Create a new memory cluster |
| get_identity_coreB | Retrieve the current identity model and core memory clusters |
| get_worldviewC | Retrieve current worldview primitives and beliefs |
| get_memory_healthB | Get overall statistics about memory system health |
| get_active_themesC | Get recently activated memory themes and patterns |
| create_memory_relationshipC | Create a relationship between two memories |
| get_memory_relationshipsC | Get relationships for a specific memory |
| find_related_memoriesC | Find memories related through graph traversal |
| consolidate_working_memoryC | Consolidate multiple working memories into a single semantic memory |
| archive_old_memoriesC | Archive old memories based on age and importance criteria |
| prune_memoriesC | Permanently delete memories based on criteria |
| get_cluster_insightsC | Get detailed analytics for a memory cluster |
| find_similar_clustersC | Find clusters similar to a given cluster |
| create_working_memoryC | Create a temporary working memory with expiration |
| get_working_memoriesC | Retrieve current working memories |
| cleanup_expired_working_memoryC | Clean up expired working memories |
| get_memory_historyC | Get change history for a specific memory |
| search_memories_advancedC | Advanced memory search with multiple criteria |
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 24 tools
Most tools have distinct purposes, with clear separation between memory creation, retrieval, search, and management operations. However, some overlap exists between the three search tools (search_memories_advanced, search_memories_similarity, search_memories_text), which could cause confusion about which to use for different query types.
All tools follow a consistent verb_noun naming pattern with clear, descriptive names. The naming convention is uniform throughout, using snake_case consistently without any mixing of styles or ambiguous verbs.
With 24 tools, the count feels heavy for a memory management system. While the domain is complex, the number of tools may overwhelm agents and suggests potential for consolidation, particularly in the search and retrieval categories.
The tool set provides comprehensive coverage for memory management, including full CRUD operations (create, get, update via relationships, delete via prune), search capabilities, analytics, and system health monitoring. No obvious gaps exist for the apparent domain of AGI memory systems.