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Mode VC: AI Venture Research Charts & Investor Atlas

Get Full Chart Data & Sources

get_chart_data

Retrieves the complete empirical data series, takeaway, notes, and primary sources for a specific Mode VC chart by its slug or title.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
slugYesChart slug or identifier (e.g. "pre-seed-valuation-dispersion", "ai-inference-cost-comparison", "open-source-vs-closed-ai-models-gap")

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.2/5.0
Behavior3/5

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

No annotations are provided, so the description carries the full burden. It usefully enumerates what is returned (data series, takeaway, notes, primary sources), which partially compensates for the absent output schema, but says nothing about auth requirements, error behavior on an invalid slug, or rate limits.

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

Conciseness4/5

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

A single front-loaded sentence with no filler; the resource and identifier appear early. It is appropriately sized for a one-parameter lookup tool.

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 required parameter, no output schema, and no annotations, the description covers what the tool returns, which is the main gap an agent would otherwise face. It stops short of covering sibling routing or failure modes.

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 description coverage is 100% for the single slug parameter, so baseline is 3. The description adds that lookup is possible 'by its slug or title,' but the schema accepts only slug, so this extra claim is at best redundant and at worst mildly misleading.

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 (retrieves) and resource (complete empirical data series, takeaway, notes, primary sources) scoped to a single Mode VC chart. This clearly distinguishes it from search_charts and get_venture_chart_of_the_day, though it never names those siblings.

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?

The description implies direct lookup by identifier but gives no explicit when-to-use guidance, no exclusions, and no routing to search_charts for discovery vs. this tool for full retrieval. The agent must infer the workflow.

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

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