self-hosted operator tooling

10 tools.
All open source.
All yours.

Langflow, Browser Use, Open WebUI, Supabase, Stirling PDF, Coolify, Crawl4AI, OpenHands, Maxun, Dify — researched for TLZSOFT integration. Deployment guide, integration plan, and effort rating for each.

TOOLS

500K+

STARS

9/10

DOCKER READY

BUILD NOW

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🌐

💬

🗄️

📄

🚀

🕷️

🤖

⚡

THE STACK — hover each tool

Build Now

ZERO EXTRA INFRASTRUCTURE

BUILDS NOW

📄 PDF Forge — Stirling PDF

Full REST API. Proxy through existing wp-json pattern → /pdf-forge/ with Cipher Forge design language. 50+ PDF operations, nothing uploaded to third parties.

BUILDS NOW

🐛 Crawl4AI Endpoint

One Docker container → new /wp-json/tlzsoft/v1/crawl endpoint. Ghost Recon gets AI-readable markdown from any URL. Living Zero gets deep web content for research.

IFRAME EMBED

💬 Open WebUI — AI Terminal

Deploy on any $5 VPS via Coolify. Embed at /ai-terminal/ — full GPT-4 / Claude / Ollama interface inside TLZSOFT. Operators get a private AI terminal.

SCRIPT TAG

⚡ Dify — TLZSOFT Assistant

Single script tag chatbot embed. Deploy a TLZSOFT assistant trained on Ghost Recon, BOSK, and Zero-Day data. Floating widget or full /assistant/ page.

INFRA LAYER

🚀 Coolify — Deploy Everything

One-line install on any VPS. One-click deploy every other tool from the dashboard. Git push deployments, SSL, reverse proxy — the platform that runs the platform.

NEEDS VPS

🔄 Langflow — AI Pipeline Builder

Iframe embed drops a full visual pipeline builder into any page. Users build Ghost Recon → AI analysis → report workflows without writing code.

All 10 Tools

RESEARCH + INTEGRATION PLAN

🔀

Langflow

AI PIPELINE BUILDER

★ 47k

Visual low-code framework for building AI pipelines and multi-agent workflows. Drag-and-drop nodes for LLMs, RAG, agents, APIs.

TLZSOFT INTEGRATION

Embed Langflow’s iframe-based flow runner directly into TLZSOFT. Users build and run AI workflows without leaving the site. Connects to Ghost Recon outputs and feeds AI Workflow Hub.

MEDIUM EFFORT EMBED GitHub ↗

$ Docker — langflow run or cloud deploy

🌐

Browser Use

AI BROWSER AGENT

★ 63k

Python library that gives AI agents full browser control. Agents can navigate, click, fill forms, extract data from any webpage.

TLZSOFT INTEGRATION

Add a ‘Browser Agent’ tool to Ghost Recon. Point an AI agent at any URL — it scrapes, summarizes, and returns structured data. Expose via existing /wp-json/tlzsoft/v1/proxy pattern.

MEDIUM EFFORT API GitHub ↗

$ pip install browser-use + Playwright

💬

Open WebUI

SELF-HOSTED AI CHAT

★ 92k

Self-hosted ChatGPT-like interface. Runs Ollama, OpenAI, any LLM API. RAG, web search, image gen, voice, plugins.

TLZSOFT INTEGRATION

Deploy as TLZSOFT’s private AI terminal. Accessible at /ai-terminal/ via iframe or subdomain. Connects to all TLZSOFT data sources via RAG — operators get a GPT interface that knows the site.

LOW EFFORT IFRAME GitHub ↗

$ docker run -d -p 3000:8080 ghcr.io/open-webui/open-webui

🗄️

Supabase

DATABASE & AUTH

★ 76k

Open source Firebase alternative. Postgres database, auth, real-time subscriptions, edge functions, storage, vector embeddings.

TLZSOFT INTEGRATION

Replace the WordPress database for tool data. Store OSINT results from Ghost Recon, user sessions, search history, and TLZSOFT member data. pgvector for RAG on BOSK and AI Workflow Hub templates.

HIGH EFFORT BACKEND GitHub ↗

$ docker compose up or supabase.com free tier

📄

Stirling PDF

PDF OPERATIONS

★ 53k

Self-hosted PDF manipulation suite. 50+ operations: merge, split, compress, OCR, convert, watermark, sign, edit metadata.

TLZSOFT INTEGRATION

Add as /pdf-forge/ on TLZSOFT — same design language as Cipher Forge. Proxy the Stirling API through wp-json/tlzsoft/v1/pdf/* endpoints. Operators get a full PDF suite inside TLZSOFT.

LOW EFFORT TOOL PAGE GitHub ↗

$ docker run -p 8080:8080 frooodle/s-pdf

🚀

Coolify

SELF-HOST PLATFORM

★ 38k

Self-hosted Heroku/Netlify/Vercel alternative. Deploy apps, databases, services with git push. One-click Docker deploys.

TLZSOFT INTEGRATION

Use Coolify to self-host all other tools on this list on a single VPS. One-click deploy Open WebUI, Langflow, Stirling PDF, Supabase from Coolify dashboard. Replaces Render/Railway.

LOW EFFORT INFRASTRUCTURE GitHub ↗

$ curl -fsSL https://cdn.coollabs.io/coolify/install.sh | bash

🕷️

Crawl4AI

AI WEB CRAWLER

★ 41k

LLM-friendly web crawler. Async, fast, extracts clean markdown from any URL. Built for feeding AI agents and RAG pipelines.

TLZSOFT INTEGRATION

Power the Ghost Recon tech fingerprinting and Living Zero deep search. Add /wp-json/tlzsoft/v1/crawl endpoint that calls Crawl4AI — returns clean markdown of any URL for AI processing. Replaces current HTTP proxy.

LOW EFFORT API ENDPOINT GitHub ↗

$ docker run -p 11235:11235 unclecode/crawl4ai

🤖

OpenHands

AI CODING AGENT

★ 48k

AI software engineer. Give it a task in natural language — it writes code, runs terminals, browses the web, deploys apps.

TLZSOFT INTEGRATION

Deploy as /open-hands/ on TLZSOFT — an AI coding agent operators can use directly in the browser. Pair with Ghost Recon outputs: ‘here’s a target, write me a recon script.’ Iframe embed with Docker backend.

MEDIUM EFFORT TOOL PAGE GitHub ↗

$ docker pull docker.all-hands.ai/runtime

🤖

Maxun

NO-CODE SCRAPER

★ 9k

No-code web data extraction platform. Train a robot on any website — it learns to scrape that site forever, handles pagination, login, dynamic content.

TLZSOFT INTEGRATION

Add as /data-extractor/ on TLZSOFT — a no-code scraper builder. Users train extraction bots visually, then get a JSON API endpoint. Complements Ghost Recon with structured data extraction.

MEDIUM EFFORT TOOL PAGE GitHub ↗

$ docker compose up (docker-compose.yml in repo)

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Dify

LLM APP PLATFORM

★ 89k

LLM app development platform. Build chatbots, agents, RAG pipelines, workflows. 100k+ apps built on it. Production-ready.

TLZSOFT INTEGRATION

Embed Dify chatbots directly in TLZSOFT pages. A Dify agent trained on BOSK’s 892 tools, Zero-Day CVE feed, and Ghost Recon data — becomes TLZSOFT’s AI assistant. Expose via /assistant/ page.

MEDIUM EFFORT IFRAME + API GitHub ↗

$ docker compose up -f docker/docker-compose.yaml

Featured — Free Coding Agent

FREEBUFF · 230K+ DEVS · $0/YR

FREE TOOL CLI · WEB · CHAT

freebuff

v2.0

The free alternative to Claude Code, Cursor, Codex, Lovable, Replit, Bolt and Devin. No subscriptions. No API keys. No credit card. 230,000+ developers already coding for free.

PER YEAR

230K+

DEVELOPERS

PRODUCTS

★★★★★

OPEN SOURCE

$ npm install -g freebuff

COST COMPARISON

freebuff

$0 / yr

Codex

$240 / yr

Cursor

$720 / yr

Claude Code

$1,200 / yr

Devin

$2,400 / yr

〉

FREEBUFF CLI

Code from your terminal

Full AI coding agent in your shell. Reads your codebase, writes files, runs commands. Replaces Claude Code, Codex CLI, Cursor and Devin. Just npm i -g freebuff and go.

Node 18+macOSWindowsLinux

INSTALL GUIDE ↗

☁

FREEBUFF WEB

Prompt to deployed app

Full-stack app builder in the browser. Describe what you want, get a deployed app. Replaces Lovable, Bolt.new, Replit Agent, Emergent and Base44. No setup. No subscriptions.

No code neededFull-stackAuto-deploy

START BUILDING ↗

⚡

FREEBUFF CHAT

Research and reasoning, free

Free AI chat that thinks and researches deeply. Replaces ChatGPT Plus, Copilot Pro, Perplexity Pro, Gemini Advanced and Grok. Best open-source models, no subscription.

DeepSeekKimi K2MiniMax

OPEN CHAT ↗

QUICK START — CLI

Install

npm install -g freebuff

Enter project

cd your-project

Run

freebuff

Describe

No key needed. Just build.

Deploy Order

OPTIMAL SEQUENCE

Deploy in this sequence. Each layer enables the next. Coolify first (your deployment platform), Supabase second (your database), then tool pages, then AI agents.

🚀 Coolify LOW

Use Coolify to self-host all other tools on this list on a single VPS. One-click deploy Open WebUI, Langflow, Stirling PDF, Supabase from Coolify dashboard. Replaces Render/Railway.

$ curl -fsSL https://cdn.coollabs.io/coolify/install.sh | bash

🗄️ Supabase HIGH

Replace the WordPress database for tool data. Store OSINT results from Ghost Recon, user sessions, search history, and TLZSOFT member data. pgvector for RAG on BOSK and AI Workflow Hub templates.

$ docker compose up or supabase.com free tier

📄 Stirling PDF LOW

Add as /pdf-forge/ on TLZSOFT — same design language as Cipher Forge. Proxy the Stirling API through wp-json/tlzsoft/v1/pdf/* endpoints. Operators get a full PDF suite inside TLZSOFT.

$ docker run -p 8080:8080 frooodle/s-pdf

🤖 OpenHands MEDIUM

$ docker pull docker.all-hands.ai/runtime

🤖 Maxun MEDIUM

Add as /data-extractor/ on TLZSOFT — a no-code scraper builder. Users train extraction bots visually, then get a JSON API endpoint. Complements Ghost Recon with structured data extraction.

$ docker compose up (docker-compose.yml in repo)

🕷️ Crawl4AI LOW

$ docker run -p 11235:11235 unclecode/crawl4ai

🌐 Browser Use MEDIUM

Add a ‘Browser Agent’ tool to Ghost Recon. Point an AI agent at any URL — it scrapes, summarizes, and returns structured data. Expose via existing /wp-json/tlzsoft/v1/proxy pattern.

$ pip install browser-use + Playwright

💬 Open WebUI LOW

Deploy as TLZSOFT’s private AI terminal. Accessible at /ai-terminal/ via iframe or subdomain. Connects to all TLZSOFT data sources via RAG — operators get a GPT interface that knows the site.

$ docker run -d -p 3000:8080 ghcr.io/open-webui/open-webui

🔀 Langflow MEDIUM

Embed Langflow’s iframe-based flow runner directly into TLZSOFT. Users build and run AI workflows without leaving the site. Connects to Ghost Recon outputs and feeds AI Workflow Hub.

$ Docker — langflow run or cloud deploy

⚡ Dify MEDIUM

Embed Dify chatbots directly in TLZSOFT pages. A Dify agent trained on BOSK’s 892 tools, Zero-Day CVE feed, and Ghost Recon data — becomes TLZSOFT’s AI assistant. Expose via /assistant/ page.

$ docker compose up -f docker/docker-compose.yaml

10 tools.All open source.All yours.

freebuff

10 tools.
All open source.
All yours.