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Search / io.github.JustJuice55/telegram-catalog

tgden — Telegram catalog & search

R0· no sign-in

Search 1.2M+ Telegram channels, 245k+ chats, 160k+ bots — no account, no key, no install.

v1.1.0 · active · repository · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality73needs work
Trust94of 100
Uptime, 30 days98%
Latency p50623 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "telegram-catalog": {
      "type": "http",
      "url": "https://tgden.com/api/mcp"
    }
  }
}
claude mcp add --transport http telegram-catalog https://tgden.com/api/mcp
[mcp_servers.telegram-catalog]
url = "https://tgden.com/api/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "telegram-catalog": {
      "type": "remote",
      "url": "https://tgden.com/api/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "telegram-catalog": {
      "type": "http",
      "url": "https://tgden.com/api/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=telegram-catalog&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vdGdkZW4uY29tL2FwaS9tY3AifQ%3D%3D"
}
{
  "servers": {
    "telegram-catalog": {
      "type": "http",
      "url": "https://tgden.com/api/mcp"
    }
  }
}
{
  "mcpServers": {
    "telegram-catalog": {
      "httpUrl": "https://tgden.com/api/mcp"
    }
  }
}
extensions:
  "telegram-catalog":
    enabled: true
    name: "telegram-catalog"
    type: streamable_http
    uri: "https://tgden.com/api/mcp"
    timeout: 300

Quality 73 / 100needs work

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-06-18; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene71 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • fail
    tools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: best_channels_by_category (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); search_telegram (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); search_posts (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
  • pass
    tools.token_costabout 668 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability75 · weight 15
  • warn
    stability.changes52 tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

6 tools, about 668 tokens to load them all · tool set 06021f1d3915 · tools last changed 2026-10-20 · checked 2026-10-20 11:40 UTC

Tool changes

  • search_telegramchangeddescription
    before

    Full-text search over the tgden catalog (1.7M+ channels, 419k+ 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.

    after · 96% of words in common

    Full-text search over the tgden catalog (1.7M+ channels, 420k+ 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.

  • search_telegramchangeddescription
    before

    Full-text search over the tgden catalog (1.7M+ channels, 418k+ 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.

    after · 96% of words in common

    Full-text search over the tgden catalog (1.7M+ channels, 419k+ 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.

  • search_telegramchangeddescription
    before

    Full-text search over the tgden catalog (1.7M+ channels, 417k+ 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.

    after · 96% of words in common

    Full-text search over the tgden catalog (1.7M+ channels, 418k+ 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.

  • search_telegramchangeddescription
    before

    Full-text search over the tgden catalog (1.7M+ channels, 416k+ 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.

    after · 96% of words in common

    Full-text search over the tgden catalog (1.7M+ channels, 417k+ 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.

  • search_telegramchangeddescription
    before

    Full-text search over the tgden catalog (1.7M+ channels, 415k+ 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.

    after · 92% of words in common

    Full-text search over the tgden catalog (1.7M+ channels, 416k+ 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.

  • search_telegramchangeddescription
    before

    Full-text search over the tgden catalog (1.7M+ channels, 414k+ 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.

    after · 96% of words in common

    Full-text search over the tgden catalog (1.7M+ channels, 415k+ 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.

  • search_telegramchangeddescription
    before

    Full-text search over the tgden catalog (1.7M+ channels, 412k+ 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.

    after · 96% of words in common

    Full-text search over the tgden catalog (1.7M+ channels, 414k+ 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.

  • search_telegramchangeddescription
    before

    Full-text search over the tgden catalog (1.7M+ channels, 410k+ 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.

    after · 96% of words in common

    Full-text search over the tgden catalog (1.7M+ channels, 412k+ 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.

  • search_telegramchangeddescription
    before

    Full-text search over the tgden catalog (1.7M+ channels, 408k+ 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.

    after · 96% of words in common

    Full-text search over the tgden catalog (1.7M+ channels, 410k+ 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.

  • search_telegramchangeddescription
    before

    Full-text search over the tgden catalog (1.7M+ channels, 406k+ 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.

    after · 96% of words in common

    Full-text search over the tgden catalog (1.7M+ channels, 408k+ 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.

Showing the latest 10. Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 94 / 100

provenance90
liveness99
freshness85
hygiene100

+repository +namespace-matches-repo +website +reachable +uptime-98% ~updated-73d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://tgden.com/api/mcp streamable-httpnoneyes98%623 ms2025-06-182026-10-20

Tools (6)

best_channels_by_categoryTop 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.
channel_statsFull record for one channel by @username: subscribers, category, language, trust score, description.
market_listingsFresh 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.
market_statsListing totals by country and type for the OTC marketplace (th·ae·tr·vn·ge·us·ru).
search_postsFull-text search over recent posts from catalogued channels (1k+ view posts). Returns text snippets, channel and view counts.
search_telegramFull-text search over the tgden catalog (1.7M+ channels, 420k+ 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.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "io.github.JustJuice55/telegram-catalog",
  "title": "tgden — Telegram catalog & search",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://tgden.com/api/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.1.0",
  "repository": {
    "url": "https://github.com/JustJuice55/tgden-api",
    "source": "github"
  },
  "websiteUrl": "https://tgden.com",
  "description": "Search 1.2M+ Telegram channels, 245k+ chats, 160k+ bots — no account, no key, no install."
}