Statiko — Telegram trends & channel analytics
Description
Live Telegram data: trending topics, channel profiles & metrics, post history incl. edits/deletions.
What our measurements say
Statiko — Telegram trends & channel analytics is a remote MCP server published at mcp.statiko.io. It has been probed 6 times since 9/14/2026. It answered in 6 of them (100.0%), a near-uninterrupted record. Median response time is 716 ms, a delay an agent will notice. It offers a narrow, focused set of 10 tools. On the protocol side it still runs 2025-11-25 and has not moved to the newer spec.
Agent readability score
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
Agent readability score
Strengths
- Tool names like 'get_trending_topics' and 'get_similar_channels' clearly indicate their purpose.
- Some descriptions explain use cases (e.g., 'get_trend_samples' for reading story context).
Weaknesses
- Descriptions often list features rather than explaining when to use tools (e.g., 'search' vs. 'search_channels').
- Parameter definitions lack clarity on allowed values (e.g., 'activity' in 'search_channels' is an array but unspecified).
- No explicit error handling or constraint documentation in tool descriptions.
get_trend_samples— Parameter 'norm' is required but its definition and allowed values are unclear.search_channels— Parameter 'activity' is an array but lacks examples of valid values (e.g., 'active', 'inactive').search— No explanation of how it differs from 'search_channels' in use cases or output formats.
Verdict
Event narrative
Sign up free to generateSchema compliance
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
- tools/list schema valid
- inputSchema is valid JSON Schema
- Smoke test failed · last run:
- Cold-start: cold 46ms → warm 48ms (penalty 0ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
get_trending_topicsRanked board of trending topics (stories) across tracked Telegram channels for a rolling 24h window. Each story carries a headline, context paragraph, member keywords, mention/channel counts, momentum and an hourly sparkline.
windowstringlangstringlimitinteger
get_trend_samplesSample Telegram posts that mention a trending topic, for reading what a story on the trending board is actually about.
normstringrequiredwindowstringlangstringlimitinteger
search_channelsSearch Statiko's catalog of tracked Telegram channels by name and filter by verification, category, language and activity. Returns channel slugs to use with get_channels and get_channel_posts.
querystringverifiedbooleancategoriesarraylanguagesarrayactivityarraysortstringlimitinteger
get_channelsOne channel: full profile of a tracked Telegram channel — description, subscriber and post counts, categories, AI insights, and metrics (subscriber growth, post frequency, view rate, engagement) with dated sparklines over an optional date range. Several channels (up to 10, ids and slugs mixed): compact comparison rows with headline metric values and changes over the last 30 days, from one lookup; unknown entries are listed as unresolved instead of failing the call.
channelsarrayrequiredstart_datestringend_datestring
get_channel_timelineStructural events in a channel's history: renames, description and photo changes, verification flips, subscriber/view milestones, and post edits or deletions — for telling what happened on a given date.
channelstringrequiredevent_typesarrayorderstringpageintegerlimitinteger
get_similar_channelsChannels that resemble the given one by category and audience — the peer cohort to compare a channel's metrics against.
channelstringrequiredlimitinteger
get_channel_postsRecent posts from a tracked Telegram channel, newest first, with text, view/forward/reply/reaction counts and `reactions_map`, the five most used reaction emoji with their counts. Accepts a channel slug or a numeric chat id, an optional text `query` to search the channel's posts, and an optional time range. Album posts are collapsed to one row, so a page may hold fewer than `limit` posts.
channelstringrequiredquerystringsincestringuntilstringmessage_typestringlimitinteger
get_post_statsHow a post's views, forwards, replies and reactions (total and per-emoji) evolved over its life, as a sparse series of snapshots bucketed per hour or per day, oldest first — for view velocity and reaction drift. `message_id` comes from get_channel_posts. A post with no recorded snapshots answers an empty series.
channelstringrequiredmessage_idintegerrequiredsincestringuntilstringbucketstring
searchSearch Statiko for tracked Telegram channels and currently trending stories. Returns document ids for the fetch tool; results cite statiko.io pages.
querystringrequired
fetchFetch the full document behind a search result id: a channel profile with metrics, or a trending story with context and sample posts.
idstringrequired
Availability history
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Added to watch — era: Legacy
Get your badge
Add this badge to your README — it updates automatically as measurements change.
[](https://mcpmetrics.io/servers/io-statiko-telegram)<a href="https://mcpmetrics.io/servers/io-statiko-telegram"><img src="https://mcpmetrics.io/badge/io.statiko/telegram/era.svg" alt="mcpmetrics"></a>You are seeing the last 7 days. Sign up for the full history. Which check failed and why is in the dashboard.
Sign up free to seeSimilar MCP servers
The catalog entries whose name and description are closest to this one, found with the same index the search box uses.
- Telegram Channel Scrapermcp.apify.com
Public Telegram channel posts, views, reactions, media and subscriber counts. No login needed.
- Social Trends Intelligence MCPsocial-intel-mcp-production.up.railway.app
Trending topics, cross-platform sentiment, viral content, community pulse & brand mentions.
- People Analytics Toolboxpeopleanalyticstoolbox.com
People analytics + compensation as MCP tools: JobFrame, pay modeling, wage compliance, HR metrics
- PanDev Metricsapp.pandev-metrics.com
Query PanDev Metrics analytics and reporting data
- AdminHub for Telegrambackend-git-production-cb93.up.railway.app
Run a Telegram channel from your AI agent. Posts go out through your own bot, not your account.
- AwrAIter — Telegram channelsawraiter.ai
Telegram channels you administer: analytics, content plans, scheduled publishing. No userbot
Comments
Sign in to write a comment
No comments yet. Be the first.