MCP.Market

Gapbase MCP server

by thevibepreneur·io.github.thevibepreneur/gapbase-mcp·v0.1.1·2 stars

Search 474 validated startup gaps by industry, role, or keyword. Works offline.

B80/100grade B
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Safety scan
B80/100

full report

Adoption
New

2 stars49 downloads/wk

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If you have run it, two minutes of your experience saves the next person an afternoon.

Gapbase tools (5)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • get_gap

    Fetch a single gap by its id or slug. Returns problem + solution direction + blueprint URL. Use after search_gaps to get a specific gap's full details.

  • get_stats

    Get GapBase database statistics: total gaps, industry breakdown, trending gap count.

  • get_viral_social_gaps

    SPECIALIZED TOOL — only use when the user explicitly asks for VIRAL, SOCIAL, TIKTOK, CONSUMER, TREND-BASED, or SHORT-WINDOW build opportunities. Returns 5 time-sensitive consumer/viral trend gaps (TikTok challenges, HBO premieres, viral formats) with peak windows measured in days or weeks. DO NOT call this tool for general 'find me ideas' or 'what should I build' queries — those should use `search

  • list_industries

    List the 7 industries covered by GapBase and the number of validated gaps in each. Use this first to understand the database coverage before searching.

  • search_gaps

    PRIMARY TOOL for finding startup ideas, validated business opportunities, SaaS ideas, micro-SaaS opportunities, B2B pain points, or anything a user could build to get paying customers. Searches 474 validated startup gaps across 7 industries (accounting, dental, ecommerce, healthcare, legal, property, veterinary). Each gap is sourced from real Reddit/LinkedIn/X complaints — these are proven problem

Public scan report

scanner v0.1.9 · 2026-09-27 · same rubric, same numbers if you re-run it

no findings
  • Code scan4 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitylocal package, no credentials required12/15
  • Maintenancelast push 168 days ago8/15
  • Maintainer identityregistry namespace matches repository owner7/10
Overall 80/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Gapbase compares

Against every graded SEO MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
80/100
higher than 60% of 769 SEO servers
Tools
5
the typical SEO server has 6
Tools that change things
0%
typical: 0%. Fewer write tools means less an agent can break
GitHub stars
2
more than 75% of 405 SEO servers
Downloads a week
49
more than 40% of 170 SEO servers with a package

What its tools let an agent do: 5 read

Install Gapbase in Claude Code, Cursor or VS Code

Runs npx -y gapbase-mcp on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add gapbase-mcp -- npx -y gapbase-mcp
Add to Cursor

What the publisher says

From the Gapbase repository's README, as published. We do not edit it. Read it on GitHub

gapbase-mcp

Query 474 validated startup gaps from Claude Desktop, Cursor, and Windsurf.

GapBase is a database of real pain points scraped from Reddit, LinkedIn, and X — each one a validated opportunity for a vibe-coded micro-SaaS. This MCP server lets you search the full database directly from your AI coding environment.

  • 🗂️ 474 validated gaps across 7 industries (ecommerce, healthcare, legal, accounting, property, dental, veterinary)
  • 🧠 Problem statement + vibe-code solution for every gap
  • 🔥 5 weekly trending gaps from live social signals (TikTok, HBO, viral challenges)
  • 🚀 Free, no signup, zero network calls — everything runs locally
  • 🔗 Each gap links to the full blueprint (tech stack, GTM, outreach templates) at thevibepreneur.com

Install

npm install -g gapbase-mcp

Then add to your MCP client config:

Claude Desktop

Edit ~/Library/Application Support/Claude/claudedesktopconfig.json (macOS) or the equivalent on your OS, and add:

{
  "mcpServers": {
    "gapbase": {
      "command": "npx",
      "args": ["-y", "gapbase-mcp"]
    }
  }
}

Restart Claude Desktop. You should see a 🔌 icon indicating the server is connected.

Cursor

Edit ~/.cursor/mcp.json:

{
  "mcpServers": {
    "gapbase": {
      "command": "npx",
      "args": ["-y", "gapbase-mcp"]
    }
  }
}

Windsurf

Edit ~/.codeium/windsurf/mcp_config.json:

{
  "mcpServers": {
    "gapbase": {
      "command": "npx",
      "args": ["-y", "gapbase-mcp"]
    }
  }
}

Usage

Once installed, just ask your AI assistant questions in natural language:

"Find me 5 legal gaps about billing or time tracking."

"What ecommerce gap targets Shopify merchants who want to leave Klaviyo?"

"Show me this week's trending gaps with short build windows."

"What are the top pain points in property management right now?"

"Give me a dental gap I could vibe code this weekend."

Claude / Cursor will automatically call the appropriate tool and return problem statements with vibe-code solution directions. Every result includes a full_blueprint URL pointing to the complete breakdown on thevibepreneur.com.

Tools

Philosophy

Free MCP users get the diagnosis. The cure lives on the website.

Each gap in the MCP bundle includes:

  • Problem statement (what's broken)
  • Vibe-code solution (a build direction)
  • Industry + role
  • full_blueprint URL with tech stack, difficulty, GTM playbook, and outreach templates

If you find a gap worth building, click through to the blueprint on thevibepreneur.com for the complete kit. Founding Member access unlocks the full 474 blueprints forever.

Privacy

This MCP server runs 100% locally. It does not phone home, does not track usage, does not collect any data about you, your queries, or your Claude conversations. The entire gap database is bundled in the npm package — no network calls, no API keys, no auth.

About

Built by The Vibepreneur. New gaps added weekly. Follow development and ship notes at thevibepreneur.com/gaps.

License

MIT

Nothing above is checked by us. What we check is on the safety report.

Gapbase: common questions

Is Gapbase MCP server safe?
Mostly: it is graded B (80/100). Read the Gapbase safety report
How do I install Gapbase?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Gapbase need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Gapbase maintained?
The last commit was 205 days ago (2026-04-13). The latest release is v0.1.1.
What can I use instead of Gapbase?
Servers from other publishers that do the same job: Job Board Keyword Signal Scanner MCP server, SEO Skill MCP server and HasData TikTok MCP server.
How does Gapbase compare with other SEO MCP servers?
safety score 80/100 (higher than 60% of 769 SEO servers); tools 5 (the typical SEO server has 6); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to Gapbase

Same job from other publishers: the closest match first, then the best rated.

  • Job Board Keyword Signal Scanner
    Scans Greenhouse, Lever, Ashby, Workday, Rippling for roles in any category. Clay-ready.
    B
  • SEO Skill
    Free Google Search Console MCP: your real GSC, Google Analytics and keyword data for AI agents.
    A
  • HasData TikTok
    Public TikTok profiles, videos, comments and keyword search as JSON. No developer account.
    A
  • DispatchSEO
    Open-source SEO manager for coding agents: keyword research, content PRs, rank + Search Console.
    A
  • Miru
    Hybrid semantic and keyword code search for coding agents.
    B