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ScrapeMole Social: Telegram, Bluesky, Mastodon, Hacker News and Lobsters data for AI agents: Telegram public channel posts

telegram_channel
Read-onlyIdempotent

Use to monitor or research public Telegram channels (crypto, news, project announcements, signals): pass a channel username (e.g. durov, telegram, or a t.me link) and get up to 20 recent posts with text, ISO date, view count, outbound links, forwarded-from, photo/video flags and t.me post URLs, plus the channel title, bio and subscriber count. Add q= to search posts within that channel, before= to page back. Only public channels with the web preview enabled; no login, no private chats or groups. Paid tool: x402 USDC on Base, $0.002 per successful call; call without payment to receive the PaymentRequired object.

Input Schema

NameRequiredDescriptionDefault
qNoOptional keyword search within the channel.
limitNoMax posts (1-20).20
beforeNoReturn posts older than this post id (pagination).
channelYesPublic channel username or t.me link.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A4.6/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already cover the read-only/open-world/idempotent profile, and the description layers on substantial extra behavior: the 20-post cap, the exact public-only/web-preview eligibility constraint, no authentication requirement, and the x402 USDC on Base paid model with the PaymentRequired response returned on unpaid calls. That pricing and failure-mode disclosure is exactly the kind of context annotations cannot carry.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loaded with the primary use case, then return shape, then modifiers, then constraints, then pricing. Dense but nearly every clause earns its place; the run-on sentence structure and duplicated mention of the 20-post cap cost it the top mark.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

No output schema exists, so the description carries the return-value burden and does so explicitly (field list, channel metadata). Combined with eligibility rules and payment semantics, an agent has everything needed to decide and call correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

With 100% schema coverage the baseline is 3, but the description adds value beyond the schema: concrete channel-value examples ('durov', 'telegram', or a t.me link), clarification that q= searches within the given channel, and that before= is for paging backward. The limit parameter is only echoed from the schema, so it is not a full 5.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb+resource (monitor/research public Telegram channels) and enumerates the concrete payload: up to 20 recent posts with text, ISO date, view count, links, forward source, media flags, post URLs, plus channel title/bio/subscriber count. The platform scoping makes it trivially distinguishable from siblings like bluesky_feed, hn_search, or lobsters_hot.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Gives clear context ('monitor or research'), the qualifying condition (public channels with web preview enabled), and exclusions ('no login, no private chats or groups'). It also explains the q= and before= usage modes. It does not explicitly name a sibling tool as the alternative for non-Telegram platforms, so it falls short of a 5.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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