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Mode VC Startup Distribution Moat & Valuation Benchmarks

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

v2.0.2 · active · repository · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality100new
Trust96of 100
Uptime, 30 days100%
Latency p50261 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "valuation-benchmarks": {
      "type": "http",
      "url": "https://modevc.com/api/mcp/benchmarks"
    }
  }
}
claude mcp add --transport http valuation-benchmarks https://modevc.com/api/mcp/benchmarks
[mcp_servers.valuation-benchmarks]
url = "https://modevc.com/api/mcp/benchmarks"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "valuation-benchmarks": {
      "type": "remote",
      "url": "https://modevc.com/api/mcp/benchmarks",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "valuation-benchmarks": {
      "type": "http",
      "url": "https://modevc.com/api/mcp/benchmarks"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=valuation-benchmarks&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vbW9kZXZjLmNvbS9hcGkvbWNwL2JlbmNobWFya3MifQ%3D%3D"
}
{
  "servers": {
    "valuation-benchmarks": {
      "type": "http",
      "url": "https://modevc.com/api/mcp/benchmarks"
    }
  }
}
{
  "mcpServers": {
    "valuation-benchmarks": {
      "httpUrl": "https://modevc.com/api/mcp/benchmarks"
    }
  }
}
extensions:
  "valuation-benchmarks":
    enabled: true
    name: "valuation-benchmarks"
    type: streamable_http
    uri: "https://modevc.com/api/mcp/benchmarks"
    timeout: 300

Quality 100 / 100new

protocol100 · weight 25
  • pass
    protocol.modernsupports 2026-07-28 (server/discover)
  • pass
    protocol.statelessanswers without a session
  • pass
    protocol.transportstreamable HTTP
  • pass
    protocol.list_ttltool list is cacheable (ttlMs 3600000)
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene100 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations3 of 3 tools declare readOnlyHint or destructiveHint
  • pass
    tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
  • pass
    tools.token_costabout 502 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stabilityn/a · weight 15
  • n/a
    stability.changes, stability.rug_pulltool history recorded for 2 of the 7 days needed
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

3 tools, about 502 tokens to load them all · tool set e1dc5aaaf0ca · checked 2026-10-20 12:13 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 96 / 100

provenance85
liveness100
freshness100
hygiene100

+repository +dns-namespace +website +reachable +uptime-100% +updated-2d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://modevc.com/api/mcp/benchmarks streamable-httpnoneyes100%261 ms2026-07-28, 2025-11-25, 2025-06-18, 2025-03-26, 2024-11-052026-10-20

Tools (3)

get_chart_dataread-onlyRetrieves the complete empirical data series, takeaway, notes, and primary sources for a specific Mode VC chart by its slug or title.
get_distribution_moat_scoreread-onlyCalculates the defensibility score (1 to 5) and AI parity vulnerability for a startup based on Mode VC's Distribution Moat Framework. Analyzes customer acquisition channels, network effects, and workflow lock-in.
get_mode_vc_thesis_and_criteriaread-onlyReturns Mode VC's investment parameters: $1M–$5M initial ticket sizes, San Francisco Bay Area mandate, evaluation framework, and direct pitch routing.

Schemas: list_tools.

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Official server.json
{
  "name": "com.modevc/valuation-benchmarks",
  "title": "Mode VC Startup Distribution Moat & Valuation Benchmarks",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://modevc.com/api/mcp/benchmarks",
      "type": "streamable-http"
    }
  ],
  "version": "2.0.2",
  "repository": {
    "url": "https://github.com/harrybuild/modevc-valuation-benchmarks-mcp",
    "source": "github"
  },
  "websiteUrl": "https://modevc.com/charts/pre-seed-valuation-dispersion/",
  "description": "Evaluate startup distribution moat defensibility (Tier 1-5) and pre-seed valuation dispersion."
}