MeigaHub MeigaHub
Try free — no card, no commitment

Automate your business with AI
in one platform.

MeigaHub finds opportunities, generates leads, publishes content and manages tasks — all with AI, without switching tools. Talk to it via Telegram, WhatsApp or your browser.

Start free now →

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you →
MH →
Early access — Personalised support for the first 50 accounts

Your control panel

Manage conversations, tasks, schedules, channels and servers from one place.

meigahub.com/admin/panel
MeigaHub Panel Demo

Sensitive data has been blurred for privacy.

Real cases, measurable results

This is how MeigaHub works for you, with no manual intervention.

B2B lead generation

"I spend 3 hours a day searching for potential clients"

I set up a rule: every Monday, search companies in my industry and generate an enriched list with contact details.

Every Monday Search + Enrich Telegram

20+ qualified leads per week, 0 hours of manual work

SEO blog on autopilot

"I have no time to write content and my website doesn't rank"

MeigaHub detects trends in my industry, writes optimised articles and publishes them with automatic SEO.

Every 2 days Detect + Write Blog + Social

4 posts/week with SEO, schema markup and social publishing

Ready to automate?

Start free now →

No credit card Setup in 10 minutes

What people say about personal AI

Real opinions from people already using AI agents in their daily lives.

"I set up my AI agent yesterday and I can only say: wow. Being able to build on it by talking from Telegram is insane."

CM

Carlos M.

Fullstack Developer

"After years of AI hype, I thought nothing could surprise me. A personal assistant with integrated tools changed that."

LP

Laura P.

Product Manager

"I have it connected to Telegram: it reminds me of meetings, searches info and schedules tasks. A 24/7 assistant."

MA

Miguel A.

Startup CEO

"Persistent memory changes everything. I told it my preferences once and since then every response is contextualised."

AR

Ana R.

Data Scientist

"I processed all our docs via Slack in minutes. The difference from traditional RAGs is massive."

JL

Jorge L.

CTO

"AI news every Monday by email. 5 minutes of setup. Running for 3 months without touching anything."

PV

Patricia V.

Tech Journalist

"Not enterprise. Not in anyone else's cloud. Infrastructure you control. That's how personal AI should be."

RS

Roberto S.

DevOps

"It's exactly what Siri should have been. And it goes much further."

DK

David K.

iOS Engineer

"I set up my AI agent yesterday and I can only say: wow. Being able to build on it by talking from Telegram is insane."

CM

Carlos M.

Fullstack Developer

"After years of AI hype, I thought nothing could surprise me. A personal assistant with integrated tools changed that."

LP

Laura P.

Product Manager

"I have it connected to Telegram: it reminds me of meetings, searches info and schedules tasks. A 24/7 assistant."

MA

Miguel A.

Startup CEO

"Persistent memory changes everything. I told it my preferences once and since then every response is contextualised."

AR

Ana R.

Data Scientist

"I processed all our docs via Slack in minutes. The difference from traditional RAGs is massive."

JL

Jorge L.

CTO

"AI news every Monday by email. 5 minutes of setup. Running for 3 months without touching anything."

PV

Patricia V.

Tech Journalist

"Not enterprise. Not in anyone else's cloud. Infrastructure you control. That's how personal AI should be."

RS

Roberto S.

DevOps

"It's exactly what Siri should have been. And it goes much further."

DK

David K.

iOS Engineer

"I wake up and already have the daily briefing on Telegram: news, calendar, pending tasks."

FG

Fernando G.

Sales Director

"It monitors an RSS feed and alerts me with cybersecurity news. It did it by itself. And summarises them."

MC

Marta C.

CISO

"It runs on my own server. My data never leaves my infrastructure. For a business it's essential."

JT

Javier T.

Compliance Officer

"I send a voice note from the car and when I arrive the text is already processed. Integrated Whisper."

AF

Andrés F.

Consultant

"A fundamental change in how we use AI. It's no longer ask-and-answer. It's: delegate and forget."

EB

Elena B.

AI Researcher

"I connected it to Discord for notifications and Telegram for chat. Different channels, different uses."

LD

Lucía D.

Community Manager

"Every day my agent becomes more useful. Memory and multi-model make it indispensable."

TH

Tomás H.

Entrepreneur

"It feels like living in the future. That simple."

SJ

Sandra J.

Journalist

"I wake up and already have the daily briefing on Telegram: news, calendar, pending tasks."

FG

Fernando G.

Sales Director

"It monitors an RSS feed and alerts me with cybersecurity news. It did it by itself. And summarises them."

MC

Marta C.

CISO

"It runs on my own server. My data never leaves my infrastructure. For a business it's essential."

JT

Javier T.

Compliance Officer

"I send a voice note from the car and when I arrive the text is already processed. Integrated Whisper."

AF

Andrés F.

Consultant

"A fundamental change in how we use AI. It's no longer ask-and-answer. It's: delegate and forget."

EB

Elena B.

AI Researcher

"I connected it to Discord for notifications and Telegram for chat. Different channels, different uses."

LD

Lucía D.

Community Manager

"Every day my agent becomes more useful. Memory and multi-model make it indispensable."

TH

Tomás H.

Entrepreneur

"It feels like living in the future. That simple."

SJ

Sandra J.

Journalist

All capabilities

Not a chatbot. An agent.

MeigaHub executes real actions: searches, schedules, analyzes, and notifies you. Works 24/7 without intervention.

Smart search

Multi-provider with SearXNG, Brave API, and Google CSE. Never blocked. Deduplicated results with dynamic ranking.

Scheduled tasks

Reminders, periodic reports, and alerts. Sent via Telegram, email, Discord, or webhook at the exact time.

Conversational chat

Persistent memory, automatic summaries, and conversation context. Natural speech, precise execution.

Voice & files

Send audio via Telegram and get automatic transcription with Whisper. Multi-endpoint support for high availability.

Real security

Mandatory 2FA, brute-force protection with IP bans, per-tool and per-channel rate limiting. SOCKS5 proxy for privacy.

Multi-model LLM

Compatible with any OpenAI API. Multiple endpoints with automatic failover and configurable priority.

My Cloud APIs

Connect your own OpenAI, Mistral, or Groq API key for cloud models. Smart routing with priorities and unified failover.

Smart calendar

Google Calendar sync, create events from chat, check your agenda and get automatic reminders.

Advanced scheduling

One-time reminders, recurring reports, duplicate protection and full management from chat. Delivery via any channel.

Adaptive skills

The agent learns your preferences and style across sessions. Create permanent instructions from chat that activate automatically when relevant.

Instant slash commands

8 quick commands (/estado, /uso, /servidores, /reglas...) that execute instantly without consuming tokens. Work on every channel.

Efficient context engine

Smart token management: automatic memory compaction, task-based tool selection and adaptive budgeting. More precise with fewer resources.

Autonomous loop

Your agent does not just execute: it reviews what it has done, spots issues and improves the flow before you need to step in.

Desktop Agent

Let your assistant work on your computer too: open real websites, leave tasks ready and alert you exactly when it is time to act.

Synced folders

Keep CVs, proposals and documents always up to date. Upload a file to Drive or FTP and the agent reacts automatically, with no manual work.

Privacy-safe analytics

Understand which pages convert, which campaigns bring traffic and which content performs, without invasive scripts or extra complexity.

No cloud. No ports. No hassle.

Your PC is your
AI server.

Connect your computer to MeigaHub in 3 minutes. No port forwarding, no router config, no cloud bills. Just your GPU, your models, and a VPN that installs with one click.

1

Install Tailscale

Download Tailscale (free) and paste the key you receive by email. Your PC joins an encrypted private network. No router changes, no ports to open.

$ tailscale up --authkey=tskey-auth-xxxxx
2

Launch MeigaHub-server

Install our local server with a single command. Download your preferred model from Hugging Face using the built-in web interface.

$ pip install meigahub-server
$ meigahub-server start
3

Chat with your own AI

MeigaHub detects your server automatically. Talk to your AI from the browser, Telegram, or Slack. All processing happens on your PC.

MeigaHub connected to your server. How can I help?

Total privacy

Your conversations never leave your network. No cloud, no third parties, no subscriptions. Your data stays yours.

No ports to open

Tailscale creates an automatic encrypted WireGuard tunnel. No router or firewall configuration needed.

Free during Alpha

Take advantage of the Alpha phase: full access at no cost. Tailscale is free for personal use, MeigaHub-server is open source. You just need a PC with a GPU.

Your models, your choice

Llama, Mistral, Gemma, Qwen, Phi... Download any GGUF model. Text + audio with Whisper.

Compatible with Windows, Linux, and macOS. Requires Python 3.10+ and a GPU with 6 GB+ VRAM.

Also in the cloud

Use your own API key

On top of your local models, connect cloud APIs with your own key. MeigaHub combines both worlds with smart routing and automatic failover.

Your key, your control

API keys are encrypted in your instance. MeigaHub never stores or shares your credentials in plain text.

Unified failover

If your local server doesn't respond, MeigaHub automatically switches to the cloud API. No manual intervention.

Configurable priorities

Define which provider to use for each task type: code, searches, general conversation. Keyword-based routing.

Available now

OpenAI

GPT-4o, o1, o3-mini

Mistral

Large, Small, Codestral

Groq

Llama 3, Mixtral, Gemma

Coming soon

Anthropic

Claude 3.5 Sonnet, Opus, Haiku

Google Gemini

Gemini 2.0 Flash, Pro

Privacy: Local models remain the default option. Cloud APIs are optional and only used if you configure them.

28 integrated tools

The agent decides which one to use based on your request. No configuration, no special commands.

Smart search

Multi-provider web search

Extract web content

Extract content from URLs

Clean web reading

Clean page extraction

Connect to services

Query REST APIs

News monitoring

Monitor RSS/Atom feeds

Calculator

Math calculations

Detect language

Detect text language

Schedule reminders

Schedule reminders

View schedules

View active schedules

Smart calendar

Calendar & events

Configure channels

Configure contact channels

View channels

View configured channels

AI image creation

Generate images with AI

AI video creation

Create videos with artificial intelligence

Post to socials

Publish on social media

Search socials

Search social media

Social trends

Social media trends

Reply on socials

Reply on social media

Automations

Create and edit automation rules in natural language

Desktop Agent

Control your Windows PC, real browser and system alerts from the assistant.

B2B leads

Extract and store B2B leads from searches, directories and agent-generated context.

Enrich leads

Complete existing leads with real website, email and phone details to move from prospecting to outreach.

Opportunity finder

Opportunity finder: jobs, tenders, grants and more

Contact management

Manage your contact book

Send via WhatsApp

Send messages via WhatsApp

Send emails

Send emails

Smart browser

Smart browser for protected websites

Write & publish articles

Write and publish blog articles

Credential manager

Securely manage passwords and credentials

Stats & metrics

Check your account stats and metrics

Assistant memory

Persist notes and preferences across sessions

Connect where you already are

Full bidirectional chat or one-way notifications. You choose the channel.

Bidirectional chat

Full real-time conversation (including WhatsApp Cloud and WhatsApp QR)

TG

Telegram

Synchronous Bot API • Audio + files

WA

WhatsApp Cloud

Meta WhatsApp Business API

WA QR

WhatsApp QR

Internal bridge for fast testing

SL

Slack

Async Events API

MM

Mattermost

Outgoing Webhooks

Notifications

One-way alert delivery

DC

Discord

Notification webhooks

EM

Email / SMTP

Reminders & reports

WH

Generic Webhook

POST to any URL

PC

Desktop Agent

Alerts you on your own computer and prepares actions where you actually work.

Desktop Agent

Your assistant also works where you work

Connect your PC and let the agent prepare real tasks for you: open a website, review a screen, fire an alert or leave a draft ready to finish.

See before acting

The agent can check the screen and understand the visual context before touching anything.

Move work forward for you

It can open real websites, leave forms prepared and alert you only when your attention is needed.

Desktop Agent

Operational view of the connected machine

Active
Modules screen / browser / notify / tracker
Screen capture
Real browser
Native alerts
Time tracking
Ideal for tasks you do not want to fully delegate, but do not want to repeat every day either: the agent advances the work and you keep the final click.
New: Automation Rules

Set rules.
The agent executes.

Define automations in plain language from Telegram, WhatsApp or the chat. The agent creates them, runs them and delivers the result where you already work.

Execute

Launch the rule or pipeline

Evaluate

Check whether the result is good enough

Test in canary

Reduce risk before scaling up

Fix or escalate

Adjust automatically or ask for review

Trigger

When should it fire?

  • Every hour, day or week
  • Email received
  • New opportunity found
  • Documents updated
  • Incoming webhook
  • Another rule completed

Also works with RSS feeds and social mentions.

Actions

What should it do?

  • Search news & trends
  • Find new opportunities
  • Generate tailored proposals
  • Enrich leads with real contact data
  • Write blog articles
  • Post to your socials

Also generates images, reads updates and chains multiple actions in the same flow.

Delivery

Where to send the result?

  • Telegram
  • WhatsApp
  • Email
  • Desktop
  • Assistant chat
  • Social media
  • Synced folder

It can also publish to your blog or deliver results via webhook.

Real example — Fully automated weekly AI blog Active
Every Monday at 8:00
Search AI news from the last 7 days
Write a full technical post with SEO
Publish to blog + Bluesky + X + Mastodon
Notify via Telegram with post link

Just say in the chat:

you → "Create a rule that every Monday searches AI news and publishes a blog post"

Configurable in plain language from Telegram, WhatsApp or the chat.

Social Media

Manage your social media with AI

Connect your Bluesky, Mastodon, X, LinkedIn, and Instagram accounts. Publish, track trends, and reply from chat or with automated schedules.

Bluesky

Publish, search, reply

Mastodon

Publish, search, trends, reply

Twitter / X

Publish, search, trends, reply

LinkedIn

Publish professional content

Instagram

Post with automatic image generation

Publish with natural language

Tell the agent what you want to publish and on which network. Content goes through automatic moderation before posting.

you → Post on Bluesky about the MeigaHub launch
MH → Posted on @user.bsky.social

Search and analyse trends

Check trending topics, search relevant posts and get summaries of what people are talking about on each platform.

you → What's trending on Mastodon about AI?
MH → #AI #LLM #OpenSource ...

Reply intelligently

Find relevant conversations and generate contextualised replies in the tone you prefer.

Automated schedules

Schedule recurring posts with cron, duplicate protection, manual retry, and platform-specific cadence rules.

Mandatory moderation

All content goes through an automatic moderation filter before being published. If it doesn't pass, it won't be posted.

Your credentials are stored encrypted. MeigaHub never shares your tokens with third parties.

Content autopilot

Your blog writes itself.
You supervise.

The agent searches trends, discovers SEO opportunities, writes full technical posts with schema markup and publishes them. No manual intervention.

1

Discover

Scans trends and SEO gaps in real time via SearXNG, Brave API and Google CSE.

2

Write

The LLM generates a full post: intro, sections, code examples and SEO meta tags.

3

Review

Drafts panel: approve, edit or discard. You have the final say.

4

Publish

Publishes with schema markup, updated sitemap and social networks notified automatically.

meigahub.com/blog/rag-vs-fine-tuning Published
LLM RAG 2h ago · 8 min read

RAG vs Fine-tuning: when to use each approach in 2025

A technical comparison of the two most popular strategies for specialising LLMs. Use cases, costs and architectural decisions...

94

SEO score

2.1k

words

Schema

JSON-LD

100%

Automated — zero mandatory manual editing

24/7

Monitors trends non-stop

Automatic Schema.org + JSON-LD

Google indexes with rich snippets by default.

Sitemap regenerated on publish

Google gets the ping in minutes.

Reviewable drafts before publishing

You approve. The agent executes.

Post auto-shared on social media

Bluesky, X, Mastodon at the same time.

Opportunity Finder

Find opportunities
before your competitors.

Jobs, tenders, grants, scholarships, freelance gigs, real estate, partners, clients and suppliers. Your assistant scans hundreds of sources, scores every opportunity and prepares your application.

Jobs Tenders Grants Scholarships Freelance Real estate Partners Clients Suppliers

Jobs

Upload your CV and get matched to offers on LinkedIn, InfoJobs, Indeed and more. Tailors your resume to each role.

LinkedIn, Indeed, InfoJobs, RemoteOK

Public tenders

Monitor public contracts from BOE, PLACSP and the EU. Alerts you when they match your company profile.

BOE, PLACSP, OJEU, regional portals

Grants & funding

Track calls from CDTI, ENISA, EU funds and regional bodies. Generates the application for you.

CDTI, ENISA, IGAPE, BDNS, EU funds

Scholarships & research

Find FPI, FPU, Marie Curie and private foundation grants. Auto-generates your motivation letter.

FPI, FPU, Marie Curie, foundations

Freelance & projects

Find projects on Upwork, Malt, Freelancer and Workana matching your skills and rates.

Upwork, Malt, Freelancer, Workana

Real estate

Monitor Idealista, Fotocasa and Habitaclia. Filter by price, area and size. Instant alerts.

Idealista, Fotocasa, Habitaclia

B2B partners

Identify complementary companies for strategic alliances on industry directories and LinkedIn.

Industry directories, LinkedIn

Potential clients

Find qualified leads matching your product or service. Automated prospecting 24/7.

LinkedIn, Crunchbase, directories

Suppliers

Find suppliers meeting your technical and certification requirements on ICEX and specialised directories.

ICEX, AERCE, Kompass
Start free and search

Start on Free and upgrade only when you need more volume.

How it works

From your message to action in seconds. No complex setup required.

01

Write your request

In natural language from Telegram, Slack, or the web chat. No commands, no special syntax.

02

The agent analyzes

The Orchestrator interprets your intent, selects tools, and plans step-by-step execution.

03

Executes tools

Searches, calculations, scheduling, transcriptions... the agent executes each step and validates results.

04

Receive the response

Formatted result in your favorite channel. With follow-up, memory, and option to continue the conversation.

Infrastructure you control

Self-hosted. No external dependencies. Total privacy.

Full Docker

App + Worker + SearXNG + Tailscale in a single compose. Deploy in minutes.

Tailscale Network

Secure mesh VPN connecting container with Windows LLM servers via SOCKS5.

Multi-endpoint LLM

Automatic failover between servers. Configurable priority and health checks.

Built-in SearXNG

Own search engine aggregating Google, Bing, DDG, Brave and more. No tracking.

Roadmap

Project status

Full transparency. Here's what's working, what we're improving and what's coming next.

Completed

Telegram

Full bidirectional chat. Main channel validated in production.

WhatsApp Business

Bidirectional channel via WhatsApp Business API plus WhatsApp QR bridge mode for testing.

Slack

Bidirectional channel via Events API. Full workspace integration.

Mattermost

Bidirectional channel via Outgoing Webhooks. Compatible with self-hosted instances.

Discord

Notifications and alerts via webhook URL to any Discord channel.

Email (reminders)

SMTP delivery of scheduled reminders, summaries and reports.

Scheduled tasks

Scheduler with duplicate protection. Set reminders via your preferred channel.

Google Calendar

Bidirectional sync, create/edit/delete events, daily agenda and automatic reminders.

Cloud APIs (OpenAI, Mistral, Groq)

Connect your API keys. Smart routing with priorities, keywords and unified local/cloud failover.

Image generation

Generate images with Stable Diffusion from the chat. Prompts automatically enriched by AI.

AI video generation

Create short videos and promotional clips with AI directly from the chat.

Social media

Publish, search, reply and monitor trends on Bluesky, Mastodon, X, LinkedIn, and Instagram.

Audio transcription

Send voice notes and the agent transcribes them with Whisper on your local server.

Multi-provider web search

Local SearXNG + Brave API + Google CSE + emergency scrapers. Never blocked.

Email triggers

Automatic actions triggered by receiving an email with a specific subject or sender.

Automation rules

Zapier-like flows configurable in plain language: triggers, actions and automatic delivery.

Opportunity finder

Find jobs, tenders, grants, scholarships and more. Smart scoring, tailored documents and automatic applications.

Document processing

Upload PDFs and documents. The agent extracts data, summarises content and generates automatic reports.

Blog on autopilot

The agent finds trends, writes complete SEO articles and publishes them with no intervention.

Contact book

Manage your contacts with encrypted data. Send messages and reminders to anyone you need.

FTP & Google Drive sync

Connect your cloud folders or FTP servers. The agent syncs documents automatically.

Smart browser

Browse protected websites automatically. Fill forms, extract data and take screenshots.

In development

Knowledge base (RAG)

Index your documents so the agent answers based on your private information.

Local model quality

Improving responses with different GGUF models and MeigaHub-server configurations.

Prompt optimization

Refining orchestrator instructions and tool chains to maximize quality.

Bug fixes

Continuous stabilization. Fixing errors in tasks, memory and tool execution flow.

Multi-language support

Interface and agent responses in more languages: English, Portuguese, French, German and more.

Planned

Matrix / Signal

Encrypted chat channels as an alternative to Telegram. Maximum privacy.

Plugin system

User-created custom tools. Limitless extensibility.

Mobile app

Access MeigaHub from your phone with a fast, convenient native app.

Roadmap updated on every release with production-validated capabilities.
Comparison

Why MeigaHub?

Compare key features against the most popular alternatives

Feature
MH MeigaHub
Open WebUI AnythingLLM LibreChat n8n / Make OpenClaw
Telegram / WhatsApp Chat ~
WhatsApp Business API ~
Real-time web search ~ ~ ~ ~
Reminders & schedules ~
Social media autopilot ~
Zapier-like automations in plain language
Autonomous loop with canary and evaluation
Desktop Agent and real browser on your PC
Opportunity finder and B2B leads ~
Local LLM (full privacy) ~ ~
Multi-provider LLM failover
AI image generation ~ ~
AI video generation
Opportunity finder (jobs, tenders, grants...)
Multi-user with isolation ~ ~ ~
No always-on PC required
Expert services

Professional Services

Our team configures, automates and optimizes your MeigaHub so you get maximum value from day one.

On-demand

89

Quick fixes, technical consultations and fast adjustments.

  • 2 hours included
  • Chat support
  • Delivery in 48h
Sign up

Setup

249

Complete setup of your MeigaHub environment.

  • 6 hours included
  • Guided onboarding
  • Base automations
Sign up
Popular

Pro

399

Ongoing monthly support and active optimization.

  • 10 hours/month
  • Priority queue
  • Custom automations
Sign up

Dedicated

749

Dedicated team for your business with custom development.

  • 20 hours/month
  • Custom development
  • Weekly meetings
Sign up

VAT not included. Additional hours available.

Start with the Free plan

Create your account, test MeigaHub on real workflows and upgrade only when you need more volume, more channels or more automations.

Create free account

No credit card Cancel anytime Setup in 10 minutes

Data on your machine — total privacy Open source — no vendor lock-in Active alpha — evolves with you

Need help getting started?

We help you set up your first use case — free for early accounts.

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