Skip to main content
Glama
bekirdag

The Neural Ledger Intelligence

Asset intelligence

tnl_asset_intelligence
Read-onlyIdempotent

Retrieve event intelligence and story details linked to an asset ticker, with citations and revision history. A source-linked news tool for AI agents.

Instructions

Return event intelligence linked to an asset ticker. This is not a live trading-price tool.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
tickerYes
publishedSinceNoISO 8601 lower bound for publication time

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataYes
Behavior3/5

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

Annotations already declare read-only, idempotent, and non-destructive traits. The description adds the clarification that it is not a live price tool, which is a useful behavioral note beyond the annotations.

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, no fluff, front-loaded with the key action. Every word earns its place.

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

Completeness3/5

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

With an output schema present, the description need not detail return format, but it could explain what 'event intelligence' means and how to use parameters. The current description is adequate but minimal.

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

Parameters2/5

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

The description does not explain any parameters (ticker, limit, publishedSince). Only publishedSince has a description in the schema, and coverage is low at 33%. The description adds no parameter meaning beyond the 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 returns 'event intelligence linked to an asset ticker' and explicitly clarifies it is not a live trading-price tool, distinguishing it from price-related tools among siblings.

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?

The description provides clear context: use for asset event intelligence, not for live prices. It implies usage but does not explicitly compare with siblings like tnl_latest_news or tnl_search_news.

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/bekirdag/tnl-intelligence'

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