Skip to main content
Glama

mcp_engram_recall_recent

Access the most recent memories sorted by access time, providing session context without needing exact concept names.

Instructions

BEHAVIOR: Retrieves the N most recently accessed memories from the manifold, sorted chronologically by access time. USAGE: Call this for session rehydration when you lack exact concept names but know you need recently touched context. OUTPUT: A ranked list of memories including their concept name, CRS score, tags, and truncated text snippet.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
nNoNumber of recent memories to return (default: 10)
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations exist, so description carries full burden. It discloses behavior (retrieval, chronological sorting) and output structure (concept name, CRS score, tags, snippet). Read-only operation is implied but not explicitly stated.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Three well-structured labeled sections (BEHAVIOR, USAGE, OUTPUT) with no redundant words. Every sentence adds value, and key information is front-loaded.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given one parameter, no output schema, and no annotations, the description covers core purpose, usage scenario, and output fields. Lacks potential info like maximum N or performance notes, but sufficient for basic use.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema has 100% coverage for the single parameter 'n' with description and default. Tool description merely restates 'N most recently accessed memories' without adding new semantics beyond schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool retrieves the N most recently accessed memories from the manifold, sorted chronologically. It is distinct from siblings like mcp_engram_recall (likely by name) and others.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicit usage guidance: 'Call this for session rehydration when you lack exact concept names.' Provides context for when to use, though does not explicitly mention when not to use.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/staticroostermedia-arch/engram'

If you have feedback or need assistance with the MCP directory API, please join our Discord server