agentram-mcp
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| AGENTRAM_API_KEY | Yes | Your AgentRAM API key, starts with agentram_ | |
| AGENTRAM_API_BASE | No | Override the API base URL. Defaults to https://api.agentram.dev | https://api.agentram.dev |
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 |
|---|---|
| store_memoryA | Store a value under a key for a given AI agent. Writing to an existing key updates the value (no duplicates created). Costs 1 credit. |
| retrieve_memoryA | Retrieve a stored memory by agent ID and key. Returns 404 (and refunds the credit) if the memory does not exist. Costs 1 credit. |
| list_memoriesA | List all memories stored under an agent ID, ordered by most recently written. Expired memories are excluded. Costs 1 credit. |
| search_memories | Case-insensitive text search across keys and values for a given agent. No embeddings or vector configuration required. Costs 1 credit. |
| delete_memoryA | Permanently delete a stored memory. Cannot be undone. Costs 1 credit. |
| check_credits | Return the current credit balance for your account. Free to call (no credit deducted). |
| create_namespaceA | Create a shared memory namespace that multiple agents can read from and write to. Returns a namespace_key to share with each agent. Free to call (no credit deducted). |
| store_shared_memoryB | Store a value in a shared namespace. Any agent with the namespace_key can write to it. Costs 1 credit. |
| retrieve_shared_memory | Retrieve a value from a shared namespace by key. Costs 1 credit. |
| list_shared_memories | List all memories in a shared namespace, ordered by most recent. Costs 1 credit. |
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 6 tools
Each tool targets a clearly defined operation, but store_memory and store_shared_memory are close enough in name and behavior that an agent might briefly confuse them. Descriptions do clarify the distinction between agent-specific memory and shared namespaces.
Most tools follow a consistent verb_noun pattern: store_memory, retrieve_memory, delete_memory, create_namespace, store_shared_memory. The only minor inconsistency is list_memories using a plural noun while the other memory operations use singular.
Six tools is a well-scoped size for an agent memory server. Each tool represents a distinct core operation without unnecessary bloat or redundancy.
Per-agent memory has full CRUD coverage, but the shared namespace feature is incomplete: create_namespace and store_shared_memory exist with no way to retrieve, list, or delete shared memories. This creates a dead-end for agents trying to use shared memory.