CrawlForge MCP

Notable signal

Give your AI agent 31 web tools in one MCP server

Launched 25d ago

Signal

Velocity

What this means

6.2×Growing 6.2× faster than the typical AI Agents launch.

Compared to 262 AI Agents launches at the same age.

13Founder Conviction Index: 13 — low signal.

Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.

Prediction

Top-5 finish probability

28%

today

Projected end-of-day votes

70range 53–95

Trajectory

stable

Vote pace holding steady.

Speed vs peers

6.2×

262 AI Agents launches

About

CrawlForge MCP is an open-source MCP server that gives AI agents 31 web tools: scrape, search, crawl, extract structured data, browse in stealth mode, keep a browser session alive across calls and run multi-source research. Add it to Claude Desktop, Claude Code or Cursor with one npx command and your agent reads the live web as clean markdown or JSON. Pay per use from 1 credit a call, and start with 1,000 free credits, no credit card required.

AI Summary

CrawlForge MCP is an open-source server that provides AI agents with 31 web tools for tasks such as scraping, searching, and data extraction. It operates on a pay-per-use model, starting with 1,000 free credits for users.

Attention & discussion velocity

Performance

Velocity0

Vote pace vs average

Momentum0

Sustained over 6h

Virality0

Spread × engagement

Engagement3

Discussion per unit of attention

Signal sources

2 of 6 active

Launch tracking9 readings since we picked it up
AI analysisAI Agents
Comment intelligencethread not yet analysed
Outside discussionnot checked — domain is a storefront or shared
Revenue signalsno match on this domain
Editorial scoringbelow the signal threshold for this pass

A source that found nothing is a measurement. A source that has not run is a gap. Neither means the launch lacks the thing.