Rezzecup

Rezzecup / TraderLeadFinder

Public

Find traders actively seeking custom bots, AI agents, or developers. Aggregates Reddit, Twitter, GitHub & Telegram—scores for buying intent (BM25), classifies HOT/WARM/COLD. Free-first: no API keys required.

algorithmic-trading bm25 crypto-trading forex github-api
16
1
89% credibility
Found Mar 18, 2026 at 16 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
Python
AI Summary

TraderLeadFinder is a lead generation tool that scans public posts on Reddit, Twitter, GitHub, and Telegram to identify and rank traders seeking custom trading bots, AI agents, or developers.

How It Works

1
🔍 Discover the tool

You find TraderLeadFinder, a helper that spots people online asking for trading bots or automation help.

2
💻 Set it up on your computer

Download the files and get everything ready with a few simple steps.

3
📡 Gather potential customers

Tell it to scan social spots like Reddit and Twitter for interested traders.

4
🔥 See your hot leads

Get a list of the best matches, sorted as hot, warm, or cold based on how eager they seem.

5
📱 Browse in the dashboard

Open a simple web page to filter, sort, and mark leads you've checked.

🎉 Connect and grow

Reach out to those traders needing your skills and start new opportunities.

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Star Growth

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AI-Generated Review

What is TraderLeadFinder?

TraderLeadFinder is a Python tool that scans Reddit, Twitter, GitHub, and Telegram to find traders actively seeking custom bots, AI agents, or developers. It aggregates posts matching queries like "need a trading bot," scores buying intent with BM25 ranking (0-100), and classifies leads as HOT, WARM, or COLD based on phrases signaling urgency. Users get CLI output to text files, a web dashboard for filtering/sorting/marking seen leads, or database storage for repeated runs—all free-first with no API keys needed.

Why is it gaining traction?

Zero API barriers mean instant starts via public feeds and bridges, unlike paid scrapers demanding Twitter/Reddit auth. BM25 intent scoring cuts noise, prioritizing "hire developer" over generic trading chatter, while the dashboard lets you sort by hot-first or recency and export high-value leads. Quick CLI (`python main.py`) or scheduled fetches (`python scripts/fetch_social.py`) deliver actionable lists fast.

Who should use this?

AI trading devs building agents for crypto/forex users, bot freelancers targeting "custom strategy" requests, or agencies finding traders online via GitHub issues and Reddit subs. Ideal for solos scanning for GitHub users by username or Telegram channels posting job-like needs, skipping manual searches in algotrading communities.

Verdict

Promising lead-gen for trading niches, with clean CLI/web setup and 16 stars showing early interest, but 0.9% credibility score flags immaturity—light tests, beta status. Grab it for personal use if bots are your game; fork and harden for production.

(198 words)

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