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mencoro

Mencoro MCP server

List organizations and projects

list_projects
Read-onlyIdempotent

Retrieve every organization you belong to and its active projects first to obtain the organizationId and projectId pairs required by all other Mencoro MCP server tools.

Instructions

List every organization the caller belongs to and its active projects. Call this FIRST: the returned (organizationId, projectId) pairs are required by every other tool.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Addedv1.1.0

TDQS

A4.4/5.0
Behavior4/5

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

Annotations already cover the safety profile (readOnly, idempotent, non-destructive), so the bar is lower. The description adds genuine context beyond that: the tool's output is a dependency for all other calls. It doesn't disclose pagination or ordering behavior, keeping it at 4.

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 sentences with zero waste; the prerequisite instruction is front-loaded and every clause carries information the agent needs.

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?

With no output schema, the description correctly discloses the shape of what is returned (organizationId, projectId pairs). For a 0-param read tool this is complete.

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?

Zero parameters, so the baseline is 4. There is nothing parameter-level to document and the description correctly focuses on output semantics instead.

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

Purpose4/5

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

States a specific verb (list) and resources (organizations and their active projects) with the scope narrowed to the caller's memberships. It is clearly distinguishable from single-entity siblings like get_organization and get_project, though it doesn't explicitly name a contrast case.

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?

"Call this FIRST" is an explicit sequencing instruction, and it explains why: the returned (organizationId, projectId) pairs are a prerequisite for every other tool. This is exactly the when-to-use guidance an agent needs.

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