MCP Server

tgden — Telegram catalog & search

            io.github.JustJuice55/telegram-catalog
        

Commerce & Retail Search & Research Social Media Public & reachable MCP 2026-07-28

What this MCP does

Searches a catalog of Telegram channels, chats, bots, posts, and marketplace listings, with audience statistics and category information.

best_channels_by_category

Best Telegram channels for a 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.

Input schema

{'type': 'object', 'required': ['category'], 'properties': {'limit': {'type': 'integer', 'maximum': 25, 'minimum': 1, 'description': 'Max results (default 10)'}, 'category': {'type': 'string', 'description': 'Category slug: crypto, news, tech, ai, finance, entertainment, gaming, marketing, education, sports, music, politics, business, food, travel, health, science, movies, anime, books'}}}

channel_stats

Channel details and stats

Full record for one channel by @username: subscribers, category, language, trust score, description.

Input schema

{'type': 'object', 'required': ['username'], 'properties': {'username': {'type': 'string', 'description': 'Channel @username (with or without @)'}}}

market_listings

Browse marketplace listings

Fresh classified listings extracted from Telegram groups across the OTC network — Thailand (th), UAE (ae), Turkey (tr), Vietnam (vn), Georgia (ge), USA (us), Russia (ru): rent, sale, services, jobs, exchange. Filter by country and listing type.

Input schema

{'type': 'object', 'properties': {'type': {'enum': ['rent', 'sale', 'service', 'job', 'exchange', 'wanted'], 'type': 'string', 'description': "Listing type filter ('wanted' = demand: сниму/куплю/ищу, any kind)"}, 'limit': {'type': 'integer', 'maximum': 50, 'minimum': 1, 'description': 'Max results (default 10)'}, 'country': {'enum': ['th', 'ae', 'tr', 'vn', 'ge', 'us', 'ru'], 'type': 'string', 'description': 'OTC country code'}}}

market_stats

Marketplace totals

Listing totals by country and type for the OTC marketplace (th·ae·tr·vn·ge·us·ru).

Input schema

{'type': 'object', 'properties': {}}

search_posts

Search recent channel posts

Full-text search over recent posts from catalogued channels (1k+ view posts). Returns text snippets, channel and view counts.

Input schema

{'type': 'object', 'required': ['query'], 'properties': {'limit': {'type': 'integer', 'maximum': 25, 'minimum': 1, 'description': 'Max results (default 10)'}, 'query': {'type': 'string', 'description': 'Search query'}}}

search_telegram

Search Telegram channels, chats and bots

Full-text search over the tgden catalog (1.6M+ channels, 371k+ group chats, 227k+ 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.

Input schema

{'type': 'object', 'required': ['query'], 'properties': {'type': {'enum': ['all', 'channel', 'chat', 'bot'], 'type': 'string', 'description': 'Entity kind filter (default all)'}, 'limit': {'type': 'integer', 'maximum': 25, 'minimum': 1, 'description': 'Max results (default 10)'}, 'query': {'type': 'string', 'description': 'Search query, any language'}}}

Changed

                            search_telegram
                        

Oct. 1, 2026, 2:45 a.m.

Changed

                            search_telegram
                        

Sept. 29, 2026, 2:52 a.m.

Changed

                            search_telegram
                        

Sept. 27, 2026, 2:44 a.m.

Changed

                            search_telegram
                        

Sept. 25, 2026, 2:52 a.m.

Changed

                            search_telegram
                        

Sept. 23, 2026, 2:43 a.m.

Changed

                            search_telegram
                        

Sept. 21, 2026, 2:51 a.m.

Changed

                            search_telegram
                        

Sept. 19, 2026, 2:42 a.m.

Added

                            best_channels_by_category
                        

Sept. 17, 2026, 12:42 p.m.

Added

                            market_stats
                        

Sept. 17, 2026, 12:42 p.m.

Added

                            market_listings
                        

Sept. 17, 2026, 12:42 p.m.

Added

                            search_posts
                        

Sept. 17, 2026, 12:42 p.m.

Added

                            channel_stats
                        

Sept. 17, 2026, 12:42 p.m.

Added

                            search_telegram
                        

Sept. 17, 2026, 12:42 p.m.

Server details

Version

1.1.0

Transport

Streamable HTTP

Tools

Latency

1699 ms

Last scan

Oct. 1, 2026, 2:45 a.m.

First seen

Sept. 13, 2026, 2:15 a.m.

Endpoint

https://tgden.com/api/mcp

Recent scans

Success

Oct. 1, 2026, 2:45 a.m.

Success

Sept. 29, 2026, 2:52 a.m.

Success

Sept. 27, 2026, 2:44 a.m.

Success

Sept. 25, 2026, 2:52 a.m.

Success

Sept. 23, 2026, 2:43 a.m.

Success

Sept. 21, 2026, 2:51 a.m.

Success

Sept. 19, 2026, 2:42 a.m.

Success

Sept. 17, 2026, 12:42 p.m.

tgden — Telegram catalog & search

What this MCP does

Tools

Recent tool changes

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