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MCP server for VC pitch-deck scoring, thesis-fit matching, and deal-flow management.

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Status
Unhealthy
OAuth
Works in Glama
Last Tested
Transport
Streamable HTTP
URL

TDQS

A3.9/5.0

Scored across 13 tools

Disambiguation4/5

Most tools have distinct purposes, but there is slight overlap between `caplia_list_companies` and `caplia_get_view_companies` as both can list companies from a named view. The descriptions help clarify the difference, but an agent might be unsure which to use for a simple view listing.

Naming Consistency4/5

All tools follow the `caplia_verb_noun` pattern consistently. However, `caplia_get_view_companies` uses 'get' despite returning a list, while similar tools use 'list'. This is a minor inconsistency in verb choice.

Tool Count5/5

With 13 tools, the server is well-scoped for a venture capital deal flow platform. Each tool serves a clear purpose, and the count is within the ideal 3-15 range, not overwhelming nor insufficient.

Completeness3/5

The tool surface covers core read operations and deck submission well, but lacks update and delete functionality for companies, documents, or pipeline state. There is no way to manually add a company without a deck or modify custom properties, leaving notable gaps in the lifecycle.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 2 tool updates
    • Addedcaplia_list_properties
    • Changedcaplia_submit_deck3 fields changed
      • addedInput schema / properties / founder_email
        Added value: +{
        +  "description": "Founder/contact email — becomes the company's primary contact card. Optional.",
        +  "type": "string"
        +}
      • addedInput schema / properties / founder_name
        Added value: +{
        +  "description": "Founder/contact name — becomes the company's primary contact card. Optional.",
        +  "type": "string"
        +}
      • addedInput schema / properties / properties
        Added value: +{
        +  "additionalProperties": {
        +    "type": "string"
        +  },
        +  "description": "Tag the deal with the team's custom properties, e.g. {\"Award Category\": \"Climate Tech\"}. Keys are property names or ids, values are option labels or ids — discover them with caplia_list_properties. Unknown entries are ignored. Optional.",
        +  "type": "object"
        +}
  2. 12 tool updates
    • First observedcaplia_get_company
    • First observedcaplia_get_company_metrics
    • First observedcaplia_get_company_scores
    • First observedcaplia_get_document_url
    • First observedcaplia_get_job
    • First observedcaplia_get_view_companies
    • First observedcaplia_list_companies
    • First observedcaplia_list_company_documents
    • First observedcaplia_list_theses
    • First observedcaplia_list_views
    • First observedcaplia_search
    • First observedcaplia_submit_deck

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