Introducing Telegram Search Engine π
TSE is a telegram crawler you can build other projects on top of.
Out of the box it comes with:
β Channel discovery β keyword "phone" and it will search using that or give it a seed channel -> link-graph crawling (follows mentions, forwards) that snowballs seeds into thousands of channels
β AI analysis β a local LLM classifies every channel, writes a summary, no API keys.
β Real search β typo-tolerant, relevance-ranked search (Meilisearch)
β Quality scoring β channels ranked by activity, content quality, network influence (PageRank) & freshness
β Community graph β an interactive, Obsidian-style map of how channels reference each other.
π³ Self-hosted & open source β one docker (Postgres + search + API + UI).
The live demo explores a frozen snapshot of tech-community channels as a proof of concept.
https://telegramsearchengine.dev/
explore and also drop a star : https://github.com/Brooksolomon/Telegram-Search-Engine
TSE is a telegram crawler you can build other projects on top of.
Out of the box it comes with:
β Channel discovery β keyword "phone" and it will search using that or give it a seed channel -> link-graph crawling (follows mentions, forwards) that snowballs seeds into thousands of channels
β AI analysis β a local LLM classifies every channel, writes a summary, no API keys.
β Real search β typo-tolerant, relevance-ranked search (Meilisearch)
β Quality scoring β channels ranked by activity, content quality, network influence (PageRank) & freshness
β Community graph β an interactive, Obsidian-style map of how channels reference each other.
π³ Self-hosted & open source β one docker (Postgres + search + API + UI).
The live demo explores a frozen snapshot of tech-community channels as a proof of concept.
https://telegramsearchengine.dev/
explore and also drop a star : https://github.com/Brooksolomon/Telegram-Search-Engine
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VIEW IN TELEGRAM
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Ive added a detailed docs page to Telegram Search Engine explaining all the commands, arguments and endpoints
check it out at : https://telegramsearchengine.dev/docs
drop a star
https://github.com/Brooksolomon/Telegram-Search-Engine
check it out at : https://telegramsearchengine.dev/docs
drop a star
https://github.com/Brooksolomon/Telegram-Search-Engine
π₯11β€5π₯±2
Solo codes
Introducing Telegram Search Engine π TSE is a telegram crawler you can build other projects on top of. Out of the box it comes with: β
Channel discovery β keyword "phone" and it will search using that or give it a seed channel -> link-graph crawling (followsβ¦
When your project becomes @Dagmawi_Babi βs profile picture
π₯48π12β‘4β€2π₯±1
Forwarded from ScholarXIV
Introducing ScholarXIV MCP
Your AI agent's new research backend
We're very excited to launch the long awaited ScholarXIV MCP today. This MCP provides >30 tools and connects your AI agents and clients directly to ScholarXIV giving it access to our full suite of research tools.
Features
β’ Search papers by title, author, abstract, category, or keyword
β’ Read full metadata and abstracts
β’ Bookmark, like, and comment on papers
β’ Create and manage paper collections
β’ Browse and join public collections from other researchers
β’ Create and manage your ScholarXIV Chats
β’ and even run our deep research agents
Easy Setup
1. A ScholarXIV account
2. An API key (get one here)
3. An MCP-compatible client
4. Copy & paste the client config
5. That's it!
Works with all the major agents and IDEs like Codex, Claude, OpenCode, Cursor, Zed, VS Code, OpenClaw, Hermit, n8n and any MCP client. This MCP opens up the door for many more complex workflows and also your AI chats can finally be grounded in research instead of hallucinations.
Check out the docs for detailed setup guides, example use cases and more. We can't wait to see all the epic ways you're going to use this.
#Launch #ScholarXIVMCP #MCP
@ScholarXIV
Your AI agent's new research backend
We're very excited to launch the long awaited ScholarXIV MCP today. This MCP provides >30 tools and connects your AI agents and clients directly to ScholarXIV giving it access to our full suite of research tools.
Features
β’ Search papers by title, author, abstract, category, or keyword
β’ Read full metadata and abstracts
β’ Bookmark, like, and comment on papers
β’ Create and manage paper collections
β’ Browse and join public collections from other researchers
β’ Create and manage your ScholarXIV Chats
β’ and even run our deep research agents
Easy Setup
1. A ScholarXIV account
2. An API key (get one here)
3. An MCP-compatible client
4. Copy & paste the client config
5. That's it!
Works with all the major agents and IDEs like Codex, Claude, OpenCode, Cursor, Zed, VS Code, OpenClaw, Hermit, n8n and any MCP client. This MCP opens up the door for many more complex workflows and also your AI chats can finally be grounded in research instead of hallucinations.
Check out the docs for detailed setup guides, example use cases and more. We can't wait to see all the epic ways you're going to use this.
#Launch #ScholarXIVMCP #MCP
@ScholarXIV
π₯6β€4π1
Day 2 of building my dream setup
we got a new laptop
check it out
https://www.instagram.com/reel/DaC7Y63JA_C
we got a new laptop
check it out
https://www.instagram.com/reel/DaC7Y63JA_C
π₯27π―4β€2π€‘2
Forwarded from α αΆ Codes
Solo codes
Introducing Telegram Search Engine
So Jemaw recently I stumbled onto @SoloDevChronicles Telegram Search Engine Product. Honestly, itβs an amazing project and a massive inspiration for us.
while using it, I noticed it mostly ranks the already famous, top-tier creators. I searched my own channel and obviously, nothing came up. π
It got me thinking about how many incredible, underground Telegram creators are out there putting out great work but staying completely invisible.
So, me and Mike decided to take that brilliant foundation, fork the public repo, and build Project The Under-grounders (Tugs) on top of it. Think of it as a sister project to Solo's but built completely for underground content creators like us, to finally give smaller channels a fair shot at the spotlight. π
Iβve been reworking the backend metrics and scoring logic to favor hidden gems, while Mike is absolutely crushing the frontend.
The Easter eggs were just the warm-up. We have a ton of updates planned to help creators like us finally get seen and support each other. Stay tuned!
#tugs
while using it, I noticed it mostly ranks the already famous, top-tier creators. I searched my own channel and obviously, nothing came up. π
It got me thinking about how many incredible, underground Telegram creators are out there putting out great work but staying completely invisible.
So, me and Mike decided to take that brilliant foundation, fork the public repo, and build Project The Under-grounders (Tugs) on top of it. Think of it as a sister project to Solo's but built completely for underground content creators like us, to finally give smaller channels a fair shot at the spotlight. π
Iβve been reworking the backend metrics and scoring logic to favor hidden gems, while Mike is absolutely crushing the frontend.
The Easter eggs were just the warm-up. We have a ton of updates planned to help creators like us finally get seen and support each other. Stay tuned!
#tugs
π₯23β€2
Bro , so I got 75 in exit exam (computer science) and I am very disappointed because I legit did every question twice and it should have been a clear 90+ honestly
And family was not happy about it
Fast forward to today I go to class for the first time and they tell me mine was actually the highest ππ
Is the government cucking us because some of my classmates are genuinely academic weapons and i honestly think I definitely deserve better too
And family was not happy about it
Fast forward to today I go to class for the first time and they tell me mine was actually the highest ππ
Is the government cucking us because some of my classmates are genuinely academic weapons and i honestly think I definitely deserve better too
π51β€9