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Mode VC Startup Distribution Moat & Valuation Benchmarks

Server Details

Evaluate startup distribution moat defensibility (Tier 1-5) and pre-seed valuation dispersion.

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Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
Repository
harrybuild/modevc-valuation-benchmarks-mcp
GitHub Stars
0
ChatGPT
–
Claude
–

TDQS

A4.1/5.0

Scored across 3 tools

Disambiguation5/5

Each tool targets a clearly distinct resource: archived chart data, a distribution moat score, and the firm's published thesis. There is no overlap in purpose and no plausible confusion about which tool to call for a given need.

Naming Consistency5/5

All three tools use a consistent get_<noun_phrase> snake_case pattern (get_chart_data, get_distribution_moat_score, get_mode_vc_thesis_and_criteria). The convention is predictable across the set.

Tool Count4/5

Three tools is narrow but plausible for a niche content/thesis server; each tool earns its place. It is on the thin side, since the whole server could arguably be a single content endpoint plus the scoring aid.

Completeness3/5

The chart tool requires knowing a slug or title, but there is no list/search tool to discover available charts in the archive, creating a potential dead end. The scoring and thesis tools are self-contained, so core coverage exists but discovery is missing.

Available Tools

3 tools
get_chart_dataGet the Data Table and Sources for One ChartA
Read-onlyIdempotent
Inspect

Returns one chart from the Chart of the Day archive: the data table behind it (rows as published), claim, takeaway, note and the sources it cites. Look up by slug or title. Data is as published on the chart page; follow source_urls for the original data.

Inputs: slug (required).

get_distribution_moat_scoreDistribution Moat Score (rule-based heuristic)A
Read-onlyIdempotent
Inspect

Rule-based 1 to 5 score of distribution defensibility, using only the acquisition channels you list and whether you have proprietary data or network effects. business_model is echoed back and does not change the score. It is a discussion aid built from Mode VC's published thesis, not a valuation, not an investment decision and not a prediction.

Inputs: product_name (required), business_model (required), acquisition_channels (required), has_proprietary_data_or_network.

get_mode_vc_thesis_and_criteriaMode VC Investment Thesis and CriteriaA
Read-onlyIdempotent
Inspect

Returns Mode VC's published investment parameters as stated on https://modevc.com/thesis: ticket size, geography focus, stage, core conviction and how to pitch.

Inputs: no named parameters.

Tool Schema Changelog

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