tgden — Telegram catalog & search

io.github.JustJuice55/telegram-catalogVersion 1.3.0

Search 1.7M+ Telegram channels, 250k+ chats, 228k+ bots, and what chats ask for. No key, no install.

Status

Responds212 msNov 14, 2026, 14:39 UTCAnswered our handshake without sign-in.

Registry data may be out of date

We could not refresh it, so this page shows the last copy.

Last checked: Nov 14, 2026, 14:39 UTC
Latency: 212 ms
Remotes responding: 1 of 1
Sign-in: No sign-in
Hosting: Hosted outside the EU (detected)
Registry data as of: Nov 14, 2026, 22:14 UTC

Data from the official MCP Registry, checked by run.zero. How we check

Connect

Streamable HTTP

https://tgden.com/api/mcpResponds212 msNov 14, 2026, 14:39 UTC

No sign-in

Claude Code

claude mcp add --transport http telegram-catalog https://tgden.com/api/mcp

Claude Desktop and claude.ai

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Settings > Connectors > Add custom connector
Name: telegram-catalog
Remote MCP server URL: https://tgden.com/api/mcp

Cursor

{
  "mcpServers": {
    "telegram-catalog": {
      "url": "https://tgden.com/api/mcp"
    }
  }
}

VS Code

code --add-mcp '{"name":"telegram-catalog","type":"http","url":"https://tgden.com/api/mcp"}'

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Tools

9 tools

Tools of tgden — Telegram catalog & search
	Description		Read-only	Idempotent	Open world
`best_channels_by_category`Top Telegram channels ranked by subscribers for a given category. Use this when someone asks 'best telegram channels for [topic]' or 'top channels about [subject]'. Returns channel name, @username, subscriber count, language and description.	Top Telegram channels ranked by subscribers for a given category. Use this when someone asks 'best telegram channels for [topic]' or 'top channels about [subject]'. Returns channel name, @username, subscriber count, language and description.	No	Yes	Yes	No
`channel_stats`Full record for one channel by @username: subscribers, category, language, trust score, description.	Full record for one channel by @username: subscribers, category, language, trust score, description.	No	Yes	Yes	No
`fetch`Read one result of `search` by its id as a document: title, description, audience size, categories and the tgden.com page	Read one result of `search` by its id as a document: title, description, audience size, categories and the tgden.com page	No	Yes	Yes	No
`market_listings`Fresh classified listings extracted from Telegram groups across the OTC network — Thailand (th), UAE (ae), Turkey (tr), Vietnam (vn), USA (us), Russia (ru): rent, sale, services, jobs, exchange. Filter by country and listing type.	Fresh classified listings extracted from Telegram groups across the OTC network — Thailand (th), UAE (ae), Turkey (tr), Vietnam (vn), USA (us), Russia (ru): rent, sale, services, jobs, exchange. Filter by country and listing type.	No	Yes	Yes	No
`market_stats`Listing totals by country and type for the OTC marketplace (th·ae·tr·vn·us·ru).	Listing totals by country and type for the OTC marketplace (th·ae·tr·vn·us·ru).	No	Yes	Yes	No
`search`Search the tgden Telegram catalog (channels, group chats, bots). ChatGPT deep-research compatible; for counts, categories and trust scores use search_telegram	Search the tgden Telegram catalog (channels, group chats, bots). ChatGPT deep-research compatible; for counts, categories and trust scores use search_telegram	No	Yes	Yes	No
`search_posts`Full-text search over marketplace listings published on tgden's public Telegram storefronts across Thailand, UAE, Turkey, Vietnam, USA and Russia: what sellers offer and what people seek, with price, place and date. Returns listing snippets with dates. For Telegram channels use search_telegram; for what people ask for in chats use telegram_demand.	Full-text search over marketplace listings published on tgden's public Telegram storefronts across Thailand, UAE, Turkey, Vietnam, USA and Russia: what sellers offer and what people seek, with price, place and date. Returns listing snippets with dates. For Telegram channels use search_telegram; for what people ask for in chats use telegram_demand.	No	Yes	Yes	No
`search_telegram`Full-text search over the tgden catalog (1.8M+ channels, 460k+ group chats, 228k+ bots) with subscriber/member counts, categories and trust scores. Needs no Telegram account — this is the public catalog, so it finds communities the user has NOT joined. Use type to restrict to one entity kind.	Full-text search over the tgden catalog (1.8M+ channels, 460k+ group chats, 228k+ bots) with subscriber/member counts, categories and trust scores. Needs no Telegram account — this is the public catalog, so it finds communities the user has NOT joined. Use type to restrict to one entity kind.	No	Yes	Yes	No
`telegram_demand`Live weekly index of REAL buyer requests posted in public Telegram group chats — what people are looking for / asking for in a country right now. Use it for questions like 'what are people looking for in Telegram in <country>' or 'is there demand for <service> in <city>'. Ads, sellers, bots and mass mailings are excluded, so every number is actual demand from real people, counted per weekly index. Pass `topic` in the asker's own words (any language), `country` as an ISO-2 code, and optionally `query` to also get recent example requests (anonymised: contact details and links to the message are redacted).	Live weekly index of REAL buyer requests posted in public Telegram group chats — what people are looking for / asking for in a country right now. Use it for questions like 'what are people looking for in Telegram in <country>' or 'is there demand for <service> in <city>'. Ads, sellers, bots and mass mailings are excluded, so every number is actual demand from real people, counted per weekly index. Pass `topic` in the asker's own words (any language), `country` as an ISO-2 code, and optionally `query` to also get recent example requests (anonymised: contact details and links to the message are redacted).	No	Yes	Yes	No

Details

Registry status: Active
Published: Nov 5, 2026
Updated: Nov 5, 2026
Website: https://tgden.com/⁠ (opens in a new tab)
Repository: https://github.com/JustJuice55/tgden-api⁠ (opens in a new tab)
Categories (suggested): CommunicationSuggested categories are assigned automatically from the registry text and may be wrong. Verified operators can correct them.
GDPR: Not declared

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