Skip to main content
Glama
Lyrus-Sal

Concept-4 Compliance Engine

m2m_global_tenders

Access live global public procurement tenders open to AI agent bidding. Filter by country for targeted searches.

Instructions

Live global public procurement tenders open to AI agent bidding.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
countryNoALL
Behavior2/5

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

With no annotations provided, the description carries full burden. It mentions 'live' but fails to disclose read-only nature, authentication needs, rate limits, or what 'open to AI agent bidding' implies operationally. Critical behavioral traits are missing.

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

Conciseness3/5

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

The description is a single concise sentence without fluff. However, it omits necessary details that could be added without sacrificing conciseness, such as parameter usage or output hints.

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

Completeness2/5

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

Given no output schema and no annotations, the description should provide more context on output format, pagination, or constraints. It is too sparse for an agent to understand how to use the tool effectively.

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

Parameters1/5

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

The single parameter 'country' is not explained in the description; schema coverage is 0%. The description adds no meaning beyond the schema, leaving the agent to guess how to use the parameter and default behavior.

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?

The description clearly identifies the tool as providing live global public procurement tenders. It uses the specific resource 'tenders' and implies a retrieval action, distinguishing it from siblings focused on verification and rates/taxes.

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

Usage Guidelines2/5

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

No guidance is given on when to use this tool versus siblings like m2m_predictive_rates or kyb_verify_agent. The description lacks context on prerequisites, use cases, or scenarios where this tool is appropriate.

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/Lyrus-Sal/Concept-4'

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