Context7
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Description from the maker (original English)
Search 474 validated startup gaps by industry, role, or keyword. Works offline.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"gapbase": {
"command": "npx",
"args": [
"-y",
"gapbase-mcp"
]
}
}
}Run this in your terminal
claude mcp add gapbase -- npx -y gapbase-mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"gapbase": {
"command": "npx",
"args": [
"-y",
"gapbase-mcp"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"gapbase": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"gapbase-mcp"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 8, 2026
The registry name was verified with the GitHub account thevibepreneur, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.1.1) reached the registry 7 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: Context7, Codebase Memory, Exa
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
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.
npm install -g gapbase-mcp
Then add to your MCP client config:
Edit ~/Library/Application Support/Claude/claude_desktop_config.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.
Edit ~/.cursor/mcp.json:
{
"mcpServers": { "gapbase": { "command": "npx", "args": ["-y", "gapbase-mcp"] } } }
Edit ~/.codeium/windsurf/mcp_config.json:
{
"mcpServers": { "gapbase": { "command": "npx", "args": ["-y", "gapbase-mcp"] } } }
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.
| Tool | What it does |
|---|---|
list_industries | 7 industries covered with gap counts per industry |
search_gaps | Keyword and/or industry filtered search across 474 validated B2B gaps (the primary tool) |
get_gap | Fetch a single gap by id or slug |
get_viral_social_gaps | 5 weekly viral consumer trends (TikTok, HBO, short-window builds) — specialized, ask explicitly |
get_stats | Database statistics and metadata |
Free MCP users get the diagnosis. The cure lives on the website.
Each gap in the MCP bundle includes:
full_blueprint URL with tech stack, difficulty, GTM playbook, and outreach templatesIf 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.
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.
Built by The Vibepreneur. New gaps added weekly. Follow development and ship notes at thevibepreneur.com/gaps.
MIT