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nullnumber1

Telegram Community MCP

by nullnumber1

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      Enables reading and searching Telegram channel/group/DM messages from Claude Code using MTProto for full message history access.
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      Enables AI agents to search and act on Telegram conversations, groups, channels, files, and links, with semantic search, AI-powered knowledge extraction, human-in-the-loop approvals, and PostgreSQL/pgvector persistence.
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    TDQS

    A3.7/5.0

    Scored across 5 tools

    Disambiguation5/5

    Each tool targets a distinct operation: sync ingests messages, get_stats reports index metrics, search queries messages, get_context expands a thread, and list_chats enumerates chats. Search and get_context both retrieve messages but are clearly differentiated (query vs. thread expansion around a known message). No meaningful overlap.

    Naming Consistency4/5

    Three tools follow a clean verb_noun pattern (get_stats, get_context, list_chats), while sync and search are bare verbs. This is a minor deviation but still readable and consistent in spirit (all lowercase snake_case).

    Tool Count5/5

    Five tools is well within the ideal 3-15 range and each earns its place in the ingest-search-context lifecycle. Nothing is redundant or superfluous.

    Completeness4/5

    The read/index domain is well covered: sync, stats, search, thread context, and chat listing form a coherent lifecycle. Minor gaps exist (no fetch-by-message-ID, no chat add/remove or re-index management), but agents can work around these via search and list_chats.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues