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Mode VC Chart: Open-Weight Models in 2026: How Many Launch Open?

Mode VC Chart of the Day Research

get_venture_chart_of_the_day
Read-onlyIdempotent

Returns the latest daily AI adoption, developer trends, model benchmark movements, and pricing deflation charts from Mode VC's primary research lab.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoNumber of recent charts to retrieve

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?

Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false, and openWorldHint=false, so the safety and idempotency profile is fully covered structurally. The description adds useful content about what subjects the charts cover (AI adoption, developer trends, model benchmarks, pricing deflation), but says nothing about return format, ordering, or how many charts are actually available for the requested days.

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 key noun phrase ('latest daily ... charts') arrives early. It is tightly sized, though the list of chart topics is somewhat enumerative rather than maximally economical.

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 no output schema, the description partially compensates by enumerating the chart topic categories, which is genuinely helpful for anticipating what comes back. However, for a tool whose purpose is to retrieve a specific daily artifact, it omits how results are structured, whether one chart per topic per day is returned, and how the limit interacts with the topic categories.

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% and there is only one optional parameter with a default (limit=3, max=10), so the schema fully documents it. The description adds nothing about the limit parameter, making it baseline 3 by the rule for high coverage.

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 has a clear verb ('Returns') and a specific resource ('latest daily ... charts') scoped to Mode VC's own research lab output. The 'daily' framing implicitly distinguishes it from the sibling search_charts and get_chart_data, but it never names those siblings, so the differentiation is left to inference.

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?

There is no explicit when-to-use guidance, no prerequisites, and no mention of the alternatives (search_charts, get_chart_data) that also return chart content. The only cue is 'latest daily', which implies a freshness-based use case but does not tell the agent when this tool should be preferred.

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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