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Evidence for your next connection.
Independent measurements of remote MCP servers. Every observation has a timestamp.
Read-only probesMCP server · Communication & messaging
Search 1.7M+ Telegram channels, 250k+ chats, 228k+ bots, and what chats ask for. No key, no install.
0 failed · 8 not measured
Median of successful probes over 7 days
Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.
Tool definitions returned by this server
Independent monitoring
Responded
The server completed its last measured handshake. This is an observation, not a guarantee.
Last checked| Test area | Passed | Failed | Unmeasured |
|---|---|---|---|
ConnectionCan a client connect and discover tools? | 5 | 0 | 0 |
Reliability & speedDoes it respond consistently and quickly? | 0 | 0 | 4 |
Access & authenticationWhat is required to use this server? | 1 | 0 | 2 |
Tool qualityAre the tool definitions usable by an agent? | 4 | 0 | 0 |
Publisher identityCan the publisher be traced to its source? | 4 | 0 | 2 |
Unmeasured means there is not enough evidence to decide. How these checks work
Start using tgden — Telegram catalog & search
Choose your client, copy the configuration, then enable the server in your client’s MCP settings.
Run this command in your terminal, then restart Claude Code.
Claude Code
claude mcp add --transport http tgden-telegram-catalog-search https://tgden.com/api/mcpCapabilities
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.
DiscoveredFull record for one channel by @username: subscribers, category, language, trust score, description.
DiscoveredRead one result of `search` by its id as a document: title, description, audience size, categories and the tgden.com page
DiscoveredFresh 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.
DiscoveredListing totals by country and type for the OTC marketplace (th·ae·tr·vn·us·ru).
DiscoveredSearch the tgden Telegram catalog (channels, group chats, bots). ChatGPT deep-research compatible; for counts, categories and trust scores use search_telegram
DiscoveredFull-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.
DiscoveredFull-text search over the tgden catalog (1.8M+ channels, 456k+ 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.
DiscoveredLive 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).
DiscoveredRecent measurements
| Checked | Result | Response | Tools |
|---|---|---|---|
| Connected | 218 ms | 9 | |
| http error | 284 ms | — |