What can I ask the server?

You can ask about SaaS opportunities, revenue benchmarks, growth signals, competition, underserved niches, and recurring customer pain points.

Can it create a report?

Yes. The generate_report and render_report tools produce a full HTML market intelligence report.

Does it use live data?

The README states that the current version uses curated sample data and that the live-data release is in development.

Run the server with npx foundersignal-mcp, or configure that command in Claude Desktop.

Foundersignal MCP

marketingsaasmarket-researchopportunity-discovery

Query ranked SaaS opportunities and generate HTML market reports from aggregated founder and product-market signals.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.

Add to Cursor Add to VS Code

Not yet automatically verified

This server is confirmed live — we successfully called its tools/list endpoint directly (see the verified badge above). We haven't yet sandbox-tested the stdio install command below specifically, which is a separate, ongoing check.

Manual Client & Custom JSON ConfigExpand JSON ▾

Client Config & Setup

Choose your client or environment

Target File:~/Library/Application Support/Claude/claude_desktop_config.json

claude_desktop_config.json

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

💡 Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Overview

FounderSignal provides MCP tools for researching SaaS opportunities using revenue, growth, competition, demand, and pain-point signals. It can query ranked opportunities and generate or render HTML reports for further analysis. The available version uses curated sample data while the live-data release is in development.

Use cases

Compare SaaS categories by revenue proof, momentum, competition, and build feasibility

Identify underserved niches from founder and customer pain points

Research revenue benchmarks and growth signals across SaaS products

Generate an HTML market intelligence report

Develop market gap, timing, and execution narratives for ranked ideas

Key features

Aggregated market intelligence queries

Ranked SaaS opportunities

Revenue, growth, competition, and feasibility scoring

Pain-point and demand signal analysis

HTML report generation and rendering

Structured JSON results from discovery queries

Capabilities & Tool Schemas (4)Verified live

Inspect callable tools, capabilities, and parameters exposed to AI agents by Foundersignal MCP.

get_discover_data

Query FounderSignal's market intelligence database and return all ranked SaaS opportunities scored by revenue proof, competition density, momentum, and build feasibility. Returns structured JSON. Use this first, then write Market Gap / Why Now / Execution Plan narratives for each idea, then call render_report to produce the final HTML artifact.

render_report

Render the final personalized discovery report as a full HTML document. Pass the ideas array from get_discover_data, each augmented with a narrative object containing marketGap, whyNow, and executionPlan (written by you based on the data). Returns an HTML artifact to display directly.

market_query

Query aggregated market intelligence from TrustMRR, AppSumo, Product Hunt, Indie Hackers, Reddit and Google SERP. Returns a ranked text table of SaaS opportunities scored across revenue proof, momentum, entry window, pain intensity and build feasibility.

generate_report

Generate a full HTML market intelligence report with all ranked opportunities.

Documentation Overview

FounderSignal MCP

Early access open — Join the waitlist at foundersignal.io

Ask Claude what to build. Get ranked opportunities backed by real market data.

FounderSignal is an MCP server that connects Claude (and any MCP-compatible AI client) to curated market intelligence — revenue figures, growth signals, competition analysis and community pain points aggregated from the platforms founders actually use.

Instead of spending a Saturday copy-pasting data from AppSumo, TrustMRR, Reddit, Google, or Product Hunt into a spreadsheet, you just ask.

What it looks like

Code

You: What SaaS categories are growing fastest right now?

Code

FounderSignal:

## Top Ranked Opportunities — May 2026
Sources: TrustMRR · AppSumo · Product Hunt · Indie Hackers · Reddit · HN

| # | Idea                          | Best MRR | Growth     | Competition | Score |
|---|-------------------------------|----------|------------|-------------|-------|
| 1 | AI GEO/AEO Implementation     | $62K     | +72% MoM   | 🟢 Low      | 94    |
| 2 | AI E-commerce Listing Agent   | $32K     | +245% MoM  | 🟢 Low      | 91    |
| 3 | Vertical AI — Cleaning Svcs   | $130K    | Steady     | 🟢 Low      | 89    |
| 4 | AI Receptionist / Booking     | $179K    | Steady     | 🟢 Low      | 86    |
| 5 | AI Paid Media Agent           | $37K     | +88% MoM   | 🟢 Low      | 84    |
...

## Stealth Opportunity
AI E-commerce Listing Agent — +245% MoM, no dominant player,
solo founders hitting $3K–$8K MRR within 60 days of launch.

## Trending Pain Points This Week
- "I spend 3h/week listing products across eBay, Etsy and Amazon" — 1,247 upvotes
- "Can't find a booking tool my team doesn't need training for" — 893 upvotes

Tools

`market_query`

Query aggregated market intelligence. Ask anything about SaaS opportunities, revenue benchmarks, growth signals or competition.

config.json

{
  "query": "Are there underserved niches in the creator tools space?"
}

`generate_report`

Export a full HTML market intelligence report to disk — 30 ranked opportunities, deep dives, revenue benchmarks and trending pain points.

config.json

{
  "filename": "my-research.html"
}

Data Sources

Source	What it provides
TrustMRR	Revenue-verified MRR and growth from 127 startups
AppSumo	Products ranked by real customer reviews and demand
Product Hunt	Launch traction and upvote velocity (last 30 days)
Indie Hackers	Revenue milestones and founder journey data
Reddit	Pain points from r/SaaS, r/Entrepreneur, r/SmallBusiness
Hacker News	Show HN / Ask HN — builder and buyer demand signals
G2 / Capterra	Software reviews exposing gaps in existing tools
Exploding Topics	Emerging trends before they peak
Crunchbase	Funding signals — what investors are betting on
Google Trends	Search demand and emerging category signals
Meta Ads Library	Ad creative trends — what founders are actively promoting
TikTok	Viral product trends and consumer demand before it hits mainstream
LinkedIn	B2B demand signals and professional pain points

More sources added with each release.

Installation

Early access — The full live-data release is in development. Join the waitlist at foundersignal.io to get notified.

The version below runs with curated sample data so you can explore the interface today.

Terminal

npx foundersignal-mcp

Or clone and run locally:

bash

git clone https://github.com/YOUR_USERNAME/foundersignal-mcp
cd foundersignal-mcp
node index.js

Claude Desktop Configuration

Add to your claude_desktop_config.json:

config.json

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

Config file locations:

macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
Windows: %APPDATA%\Claude\claude_desktop_config.json

Example queries

Code

What SaaS categories are growing fastest right now?
Show me bootstrapped products that hit $10K MRR in under a year
Are there underserved niches in the creator tools space?
What problems do solopreneurs keep paying to solve but still complain about?
Which B2B categories have high demand but no clear winner yet?
What are developers most frustrated about with existing DevOps tools?

Roadmap

MCP server with market_query and generate_report tools
HTML report export
Live data pipeline (TrustMRR, AppSumo, Product Hunt)
Weekly data refresh
Custom query filters (category, competition level, build difficulty)
Trend alerts via Claude

Get early access

The live data version is coming. Join the waitlist to be first:

foundersignal.io →

License

MIT

Read the full README →View source on GitHub →

Related MCP Servers

View all in Marketing View all alternatives

Adoption & maintenance

Factual signals from GitHub, npm, and our automated checks — not a rating.

GitHub stars

Stargazers on the source repository.

npm downloads

185

Package downloads in the last 30 days.

Last commit

3mo ago

Most recent push to the default branch.

Tools exposed

Callable tools this server registers over MCP.

Directory activity

2 views

Config copies, upvotes, and views on AllMCPs.

Reviews

No reviews yet — be the first to share how this listing worked for you.

Frequently Asked Questions about Foundersignal MCP

Sources include TrustMRR, AppSumo, Product Hunt, Indie Hackers, Reddit, Hacker News, G2, Capterra, Google Trends, Crunchbase, Exploding Topics, Meta Ads Library, TikTok, and LinkedIn.

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Foundersignal MCP AllMCPs Directory Badge

Markdown (GitHub README)

[![AllMCPs](https://allmcps.com/api/badge/carlosalvite-foundersignal-mcp?style=directory)](https://allmcps.com/mcp/carlosalvite-foundersignal-mcp)

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Technical Specs & Signals

CategoryMarketing

PricingFree

59Quality signal: Good · 59/100How this signal is calculated ▾

Server availabilityNot measured

Not scored for repo-hosted servers — we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership10/20

Documentation & tools30/30

Adoption & activity4/15

Community engagement0/10

A guidance signal from public completeness & health data — not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

Supply-chain signal

No high-severity advisories surfaced by our automated scan.

Critical 0High 0Medium 0Low 0

Scanned 24d ago via OSV.dev · foundersignal-mcp (npm)

★ Featured

AllMCPs Server

The official MCP server for AllMCPs.com - submit and manage tools directly from your AI. The open directory for MCP servers. Connect Claude, Cursor, Windsurf, and AI agents to databases, tools, files, and APIs. Explore 10,000+ servers. AllMCPs is the premier, open directory for discovering, evaluating, and installing Model Context Protocol (MCP) servers to equip AI agents and LLMs with real-world superpowers.

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This directory is pre-filled from public sources. Claim via GitHub README, site badge, or DNS TXT to unlock edit access and the Official badge — proof is checked automatically, then reviewed by our team.

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Explore more

More in 🎯 Marketing →Best MCP servers for Marketing →Alternatives to Foundersignal MCP →Install in Claude Desktop Install in Cursor Install in VS Code

Foundersignal MCP

marketingsaasmarket-researchopportunity-discovery

Query ranked SaaS opportunities and generate HTML market reports from aggregated founder and product-market signals.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.

Add to Cursor Add to VS Code

Not yet automatically verified

Manual Client & Custom JSON ConfigExpand JSON ▾

Client Config & Setup

Choose your client or environment

Target File:~/Library/Application Support/Claude/claude_desktop_config.json

claude_desktop_config.json

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

💡 Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Overview

Use cases

Compare SaaS categories by revenue proof, momentum, competition, and build feasibility

Identify underserved niches from founder and customer pain points

Research revenue benchmarks and growth signals across SaaS products

Generate an HTML market intelligence report

Develop market gap, timing, and execution narratives for ranked ideas

Key features

Aggregated market intelligence queries

Ranked SaaS opportunities

Revenue, growth, competition, and feasibility scoring

Pain-point and demand signal analysis

HTML report generation and rendering

Structured JSON results from discovery queries

Capabilities & Tool Schemas (4)Verified live

Inspect callable tools, capabilities, and parameters exposed to AI agents by Foundersignal MCP.

get_discover_data

render_report

market_query

generate_report

Generate a full HTML market intelligence report with all ranked opportunities.

Documentation Overview

FounderSignal MCP

Early access open — Join the waitlist at foundersignal.io

Ask Claude what to build. Get ranked opportunities backed by real market data.

Instead of spending a Saturday copy-pasting data from AppSumo, TrustMRR, Reddit, Google, or Product Hunt into a spreadsheet, you just ask.

What it looks like

Code

You: What SaaS categories are growing fastest right now?

Code

FounderSignal:

## Top Ranked Opportunities — May 2026
Sources: TrustMRR · AppSumo · Product Hunt · Indie Hackers · Reddit · HN

| # | Idea                          | Best MRR | Growth     | Competition | Score |
|---|-------------------------------|----------|------------|-------------|-------|
| 1 | AI GEO/AEO Implementation     | $62K     | +72% MoM   | 🟢 Low      | 94    |
| 2 | AI E-commerce Listing Agent   | $32K     | +245% MoM  | 🟢 Low      | 91    |
| 3 | Vertical AI — Cleaning Svcs   | $130K    | Steady     | 🟢 Low      | 89    |
| 4 | AI Receptionist / Booking     | $179K    | Steady     | 🟢 Low      | 86    |
| 5 | AI Paid Media Agent           | $37K     | +88% MoM   | 🟢 Low      | 84    |
...

## Stealth Opportunity
AI E-commerce Listing Agent — +245% MoM, no dominant player,
solo founders hitting $3K–$8K MRR within 60 days of launch.

## Trending Pain Points This Week
- "I spend 3h/week listing products across eBay, Etsy and Amazon" — 1,247 upvotes
- "Can't find a booking tool my team doesn't need training for" — 893 upvotes

Tools

`market_query`

Query aggregated market intelligence. Ask anything about SaaS opportunities, revenue benchmarks, growth signals or competition.

config.json

{
  "query": "Are there underserved niches in the creator tools space?"
}

`generate_report`

Export a full HTML market intelligence report to disk — 30 ranked opportunities, deep dives, revenue benchmarks and trending pain points.

config.json

{
  "filename": "my-research.html"
}

Data Sources

Source	What it provides
TrustMRR	Revenue-verified MRR and growth from 127 startups
AppSumo	Products ranked by real customer reviews and demand
Product Hunt	Launch traction and upvote velocity (last 30 days)
Indie Hackers	Revenue milestones and founder journey data
Reddit	Pain points from r/SaaS, r/Entrepreneur, r/SmallBusiness
Hacker News	Show HN / Ask HN — builder and buyer demand signals
G2 / Capterra	Software reviews exposing gaps in existing tools
Exploding Topics	Emerging trends before they peak
Crunchbase	Funding signals — what investors are betting on
Google Trends	Search demand and emerging category signals
Meta Ads Library	Ad creative trends — what founders are actively promoting
TikTok	Viral product trends and consumer demand before it hits mainstream
LinkedIn	B2B demand signals and professional pain points

More sources added with each release.

Installation

Early access — The full live-data release is in development. Join the waitlist at foundersignal.io to get notified.

The version below runs with curated sample data so you can explore the interface today.

Terminal

npx foundersignal-mcp

Or clone and run locally:

bash

git clone https://github.com/YOUR_USERNAME/foundersignal-mcp
cd foundersignal-mcp
node index.js

Claude Desktop Configuration

Add to your claude_desktop_config.json:

config.json

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

Config file locations:

macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
Windows: %APPDATA%\Claude\claude_desktop_config.json

Example queries

Code

What SaaS categories are growing fastest right now?
Show me bootstrapped products that hit $10K MRR in under a year
Are there underserved niches in the creator tools space?
What problems do solopreneurs keep paying to solve but still complain about?
Which B2B categories have high demand but no clear winner yet?
What are developers most frustrated about with existing DevOps tools?

Roadmap

MCP server with market_query and generate_report tools
HTML report export
Live data pipeline (TrustMRR, AppSumo, Product Hunt)
Weekly data refresh
Custom query filters (category, competition level, build difficulty)
Trend alerts via Claude

Get early access

The live data version is coming. Join the waitlist to be first:

foundersignal.io →

License

MIT

Read the full README →View source on GitHub →

Related MCP Servers

View all in Marketing View all alternatives

Adoption & maintenance

Factual signals from GitHub, npm, and our automated checks — not a rating.

GitHub stars

Stargazers on the source repository.

npm downloads

185

Package downloads in the last 30 days.

Last commit

3mo ago

Most recent push to the default branch.

Tools exposed

Callable tools this server registers over MCP.

Directory activity

2 views

Config copies, upvotes, and views on AllMCPs.

Reviews

No reviews yet — be the first to share how this listing worked for you.

Frequently Asked Questions about Foundersignal MCP

Sources include TrustMRR, AppSumo, Product Hunt, Indie Hackers, Reddit, Hacker News, G2, Capterra, Google Trends, Crunchbase, Exploding Topics, Meta Ads Library, TikTok, and LinkedIn.

AllMCPs Directory Badge

Full Badge Customizer

Showcase your server listing on GitHub or your project documentation. Embed this dynamic SVG badge to highlight official listing status and live engagement.

Badge Style:

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Markdown (GitHub README)

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Technical Specs & Signals

CategoryMarketing

PricingFree

59Quality signal: Good · 59/100How this signal is calculated ▾

Server availabilityNot measured

Not scored for repo-hosted servers — we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership10/20

Documentation & tools30/30

Adoption & activity4/15

Community engagement0/10

Supply-chain signal

No high-severity advisories surfaced by our automated scan.

Critical 0High 0Medium 0Low 0

Scanned 24d ago via OSV.dev · foundersignal-mcp (npm)

★ Featured

AllMCPs Server

Explore Server →

Own this project?

Free dofollow backlink: add your website and place the AllMCPs badge on it — no claim needed. We detect it automatically and keep it verified as long as the badge stays live.

Claim & get free dofollow

Share & Embed

Add our SVG badge (dark/light directory styles) or embeddable widget to your site.

Explore more

More in 🎯 Marketing →Best MCP servers for Marketing →Alternatives to Foundersignal MCP →Install in Claude Desktop Install in Cursor Install in VS Code

Foundersignal MCP

Quick Install

Client Config & Setup

Overview

Use cases

Key features

Capabilities & Tool Schemas (4)~588 tokens ~588 tokensApproximate context cost of this server’s tool schemas (~4 chars/token), before any tool is called. Actual usage depends on your client and model.Verified live Verified liveCaptured by calling this server’s live tools/list endpoint.

Documentation Overview

FounderSignal MCP

What it looks like

Tools

market_query

generate_report

Data Sources

Installation

Claude Desktop Configuration

Example queries

Roadmap

Get early access

License

Related MCP Servers

Adoption & maintenance

Reviews

Frequently Asked Questions about Foundersignal MCP

AllMCPs Directory Badge

Technical Specs & Signals

Supply-chain signal

AllMCPs Server

Own this project?

Share & Embed

Explore more

Foundersignal MCP

Quick Install

Client Config & Setup

Overview

Use cases

Key features

Capabilities & Tool Schemas (4)~588 tokens ~588 tokensApproximate context cost of this server’s tool schemas (~4 chars/token), before any tool is called. Actual usage depends on your client and model.Verified live Verified liveCaptured by calling this server’s live tools/list endpoint.

Documentation Overview

FounderSignal MCP

What it looks like

Tools

market_query

generate_report

Data Sources

Installation

Claude Desktop Configuration

Example queries

Roadmap

Get early access

License

Related MCP Servers

Adoption & maintenance

Reviews

Frequently Asked Questions about Foundersignal MCP

AllMCPs Directory Badge

Technical Specs & Signals

Supply-chain signal

AllMCPs Server

Own this project?

Share & Embed

Explore more

Capabilities & Tool Schemas (4)Verified live

`market_query`

`generate_report`

Capabilities & Tool Schemas (4)Verified live

`market_query`

`generate_report`