Skip to main content
Glama
ragionex

Ragionex Memory MCP

Official
by ragionex

List all projects

ragionex_list_memory_projects
Read-onlyIdempotent

Discover all memory projects with their memory counts, sorted alphabetically. See which project labels are in use before listing, recalling, renaming, or deleting memories.

Instructions

List every project that exists on this account, with the memory_count per project (sorted alphabetically). Use this to discover which project labels are in use before calling ragionex_list_memories, ragionex_recall_memory, ragionex_rename_memory_project, or ragionex_delete_memory_project.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior4/5

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

Annotations already declare readOnlyHint=true, openWorldHint=true, idempotentHint=true, and destructiveHint=false, covering safety. The description adds value by detailing the return content (memory_count per project) and alphabetical sorting, plus the purpose of label discovery. It does not mention pagination or rate limits, but for a simple list this is acceptable.

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?

Two concise, information-dense sentences. The first states the action and output specifics, the second provides usage context and related tools. No wasted words or repetition.

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

Completeness5/5

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

For a zero-parameter, read-only list tool, the description is complete: it specifies the function, output elements, sorting, and a clear use case. Even without an output schema, it conveys the essential return information.

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

Parameters4/5

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

The tool has zero parameters, so parameter semantics are inherently unobstructed. The description and schema need no further elaboration, and the baseline for 0-param tools applies.

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 lists all projects on the account with memory_count per project, sorted alphabetically. It distinguishes itself from siblings by specifying that it serves to discover project labels before using related tools.

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

Usage Guidelines5/5

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

Explicitly instructs to use this tool before calling ragionex_list_memories, ragionex_recall_memory, ragionex_rename_memory_project, or ragionex_delete_memory_project, providing clear when-to-use guidance and naming specific alternatives.

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/ragionex/memory-mcp'

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