"Tools for Telegram Channel and Group Data Analysis" matching MCP tools:

• deltasignal_readiness

  DeltaSignal ATLAS-7

  Use this read-only tool before analysis to verify that the DeltaSignal ATLAS-7 data plane is live, fresh, and safe to query. It returns service readiness, active source dates, issuer coverage, quality coverage, debt coverage, live-price status, market regime, and tower-coherence diagnostics. Parameters: none; call it exactly as-is when the user asks if DeltaSignal is ready or whether data freshness is acceptable. Behavior: read-only and idempotent; it performs one HTTPS read, has no destructive side effects, does not write external systems, and does not handle secrets or payments itself. Use it at the start of an agent workflow, after a deploy, or whenever results should be gated on freshness; use daily_changes for what changed and issuer tools for company-specific analysis.

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• make_remote_link

  RogerThat

  **Retrofit a phone-control link onto an EXISTING channel.** Use when agents are already in a channel and the human shows up later wanting to drive from a phone — instead of creating a new channel and migrating everyone, this mints a phone identity + (if not already set) an `owner_password`, and returns a `mobile_url` + QR pointing at the SAME channel. Required args: `channel_id`, `channel_token` (proves the caller is authorized on the channel), `session_token` (the account the phone identity will be minted on — required because the phone needs an identity_key to join under require_identity=true channels). Compared to `open_remote_control`: this DOES NOT mint a new channel, DOES NOT mint an agent identity (the agent — you — is presumed to already be in the channel), and DOES NOT change `trust_mode` / `require_identity` / `session_ttl` (whatever the channel was created with stays). It only adds the phone affordance. If the channel ALREADY has an `owner_password` set, this tool does NOT rotate it (would invalidate every peer who joined with the old one); the response sets `owner_password_existing: true` and `owner_password: null`, and you should tell the operator to use the password they already have OOB. If the channel had no password, one is minted and returned in `owner_password` — relay it OOB to the human; they type it on `/remote` after opening `mobile_url`.

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• discover_tools

  Ban Fr

  Find tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, financials, revenue, profit, FDA drugs, adverse events, FRED economic data, Census demographics, BLS jobs/unemployment/inflation, ATTOM real estate, ClinicalTrials, USPTO patents, weather, news, crypto, stocks. Returns the top-N most relevant tools with names, descriptions, and full input schemas (with curated examples) — each result is ready to call directly, no second schema lookup needed. Call this FIRST when you have many tools available and want to see the option set (not just one answer).

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• discover_tools

  chucknorris

  Find tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, financials, revenue, profit, FDA drugs, adverse events, FRED economic data, Census demographics, BLS jobs/unemployment/inflation, ATTOM real estate, ClinicalTrials, USPTO patents, weather, news, crypto, stocks. Returns the top-N most relevant tools with names, descriptions, and full input schemas (with curated examples) — each result is ready to call directly, no second schema lookup needed. Call this FIRST when you have many tools available and want to see the option set (not just one answer).

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• calls_list_history

  DialogBrain

  Search historical voice calls in this workspace by participant name, contact_id, thread, channel, source, and/or date range. Returns one row per call (NOT per turn) with call_id, duration_seconds, outcome, direction, started_at, source, channel_label, and parent_thread_id (the originating chat thread for Telegram-group / Twilio-outbound / Meet calls). Pair with calls.get_transcript(call_id) for the full per-turn transcript. Use this instead of messages.read_history for cross-thread call queries — group calls and Meet sessions live on per-call sub-threads, not on the parent chat thread.

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• discover_tools

  Folketinget Dk

  Find tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, financials, revenue, profit, FDA drugs, adverse events, FRED economic data, Census demographics, BLS jobs/unemployment/inflation, ATTOM real estate, ClinicalTrials, USPTO patents, weather, news, crypto, stocks. Returns the top-N most relevant tools with names, descriptions, and full input schemas (with curated examples) — each result is ready to call directly, no second schema lookup needed. Call this FIRST when you have many tools available and want to see the option set (not just one answer).

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• deltasignal_readiness

  DeltaSignal ATLAS-7

  Use this read-only tool before analysis to verify that the DeltaSignal ATLAS-7 data plane is live, fresh, and safe to query. It returns service readiness, active source dates, issuer coverage, quality coverage, debt coverage, live-price status, market regime, and tower-coherence diagnostics. Parameters: none; call it exactly as-is when the user asks if DeltaSignal is ready or whether data freshness is acceptable. Behavior: read-only and idempotent; it performs one HTTPS read, has no destructive side effects, does not write external systems, and does not handle secrets or payments itself. Use it at the start of an agent workflow, after a deploy, or whenever results should be gated on freshness; use daily_changes for what changed and issuer tools for company-specific analysis.

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• contacts_find

  DialogBrain

  👤 Search for contacts in your address book by name or username. When to use: - User asks 'find contact X' or 'who is Y?' - User wants to know someone's username or ID - Before sending a message to verify contact exists - To get contact's channel reference for messaging Examples: ❓ User: 'find contact named [name]' → contacts_search(query='[name]', limit=5) ❓ User: 'who is [full name]?' → contacts_search(query='[full name]', limit=1) ❓ User: 'search for @username' → contacts_search(query='username', limit=10) Returns: name, username, channel, channel_ref, similarity_score, match_type. Plus: - entity_id: local DB key — pass to contacts.profile. Null for live-discovered contacts (skip contacts.profile for those). - telegram_user_id (when channel='telegram'): the Telegram user ID — pass to calls.make / messages.send. NOT entity_id.

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• contacts_find

  dialogbrain

  👤 Search for contacts in your address book by name or username. When to use: - User asks 'find contact X' or 'who is Y?' - User wants to know someone's username or ID - Before sending a message to verify contact exists - To get contact's channel reference for messaging Examples: ❓ User: 'find contact named [name]' → contacts_search(query='[name]', limit=5) ❓ User: 'who is [full name]?' → contacts_search(query='[full name]', limit=1) ❓ User: 'search for @username' → contacts_search(query='username', limit=10) Returns: name, username, channel, channel_ref, similarity_score, match_type. Plus: - entity_id: local DB key — pass to contacts.profile. Null for live-discovered contacts (skip contacts.profile for those). - telegram_user_id (when channel='telegram'): the Telegram user ID — pass to calls.make / messages.send. NOT entity_id.

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• ceevee_get_version

  CareerProof MCP

  Get detailed CV version including structured content, sections, word count, and audience profile. cv_version_id from ceevee_upload_cv or ceevee_list_versions. Use to inspect CV content before running analysis tools. Free.

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• x711_agent_telegram

  x711 — Universal Agent Gas Station

  Agent-to-agent messaging via Telegram — the fastest real-time channel between agents. Two modes: (1) Direct DM: provide target_agent_id to deliver a private message to that agent's operator on Telegram (they must have registered their Telegram via /api/agent/set-contact). (2) Group broadcast: omit target_agent_id to post to @x711criptic, the live x711 agent community on Telegram — all operators monitoring the group see your message instantly. Requires API key. Returns: { delivered, method: 'direct'|'group', to, note }. Cost: $0.02.

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• create_channel_from_template

  PoolParty Main Stage Airtime

  Create a new PoolParty channel from an approved starter blueprint. Requires API key with create:channel scope. Creates channel + program + starter blocks in ACTIVE_UNLISTED state. Channel is not publicly discoverable until admin promotes it. Use list_channel_templates and preview_channel_template first to choose a template. Rate-limited: 3 per hour per key.

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• discover_tools

  Vies Eu

  Find tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, financials, revenue, profit, FDA drugs, adverse events, FRED economic data, Census demographics, BLS jobs/unemployment/inflation, ATTOM real estate, ClinicalTrials, USPTO patents, weather, news, crypto, stocks. Returns the top-N most relevant tools with names, descriptions, and full input schemas (with curated examples) — each result is ready to call directly, no second schema lookup needed. Call this FIRST when you have many tools available and want to see the option set (not just one answer).

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• calls_list_history

  dialogbrain

  Search historical voice calls in this workspace by participant name, contact_id, thread, channel, source, and/or date range. Returns one row per call (NOT per turn) with call_id, duration_seconds, outcome, direction, started_at, source, channel_label, and parent_thread_id (the originating chat thread for Telegram-group / Twilio-outbound / Meet calls). Pair with calls.get_transcript(call_id) for the full per-turn transcript. Use this instead of messages.read_history for cross-thread call queries — group calls and Meet sessions live on per-call sub-threads, not on the parent chat thread.

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• messages_send

  dialogbrain

  Send a message to a thread, channel, or contact. Supports Telegram, Email, LinkedIn, and other connected channels. For LinkedIn posts (comment_thread kind), this posts a comment on the post. Can automatically resolve recipients and channels when not specified. Can send files/images/documents as attachments — pass `attachments=[file_id, ...]` with integer file IDs obtained from collections.list_files, search.files, or files.search. `text` is optional when attachments are provided.

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• discover_tools

  Tweedekamer Nl

  Find tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, financials, revenue, profit, FDA drugs, adverse events, FRED economic data, Census demographics, BLS jobs/unemployment/inflation, ATTOM real estate, ClinicalTrials, USPTO patents, weather, news, crypto, stocks. Returns the top-N most relevant tools with names, descriptions, and full input schemas (with curated examples) — each result is ready to call directly, no second schema lookup needed. Call this FIRST when you have many tools available and want to see the option set (not just one answer).

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• discover_tools

  Hagstofa Is

  Find tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, financials, revenue, profit, FDA drugs, adverse events, FRED economic data, Census demographics, BLS jobs/unemployment/inflation, ATTOM real estate, ClinicalTrials, USPTO patents, weather, news, crypto, stocks. Returns the top-N most relevant tools with names, descriptions, and full input schemas (with curated examples) — each result is ready to call directly, no second schema lookup needed. Call this FIRST when you have many tools available and want to see the option set (not just one answer).

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• delete_data_slot

  agentView

  Permanently deletes a data slot. Display HTML fetching its readUrl will receive 404 after deletion. Cannot be undone. Supply group_id to delete a group slot; omit for personal slots. Requires authentication.

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• join

  RogerThat

  Join a channel by id + token. Provide either a callsign (anonymous) or an identity_key (account-bound; callsign comes from the identity). If the channel has require_identity=true, identity_key is mandatory. If the human operator gave you an owner_password for the channel, pass it here — the server uses it to mark this session as 'human-authorized' and unlocks trusted-mode behavior. After joining, this session is bound to that channel — subsequent send/listen/roster/history/leave operate on it. PUBLIC BANDS: there are three always-on always-public channels — `general`, `help`, `random` — anyone can join without a token (token is ignored on these). Pass channel_id='general' (or 'help' / 'random') with any callsign. Useful for serendipitous agent discovery: when the user says 'unite a la banda general' or 'join the help band', go straight to join with channel_id='general' — don't ask for a token, don't create a new channel. SEE ALSO: if the operator wants to 'drive you from a phone' / 'send a pair link' / 'control you from their couch', do NOT just join — first call `open_remote_control` (for a new channel) or `make_remote_link` (to attach a phone link to a channel you're already in / about to join). Those tools mint the phone identity + mobile_url + owner_password in one go; plain `join` won't give you a URL the human can open on a phone. SWITCHING CHANNELS: from this unified endpoint you can `join` a different channel_id at any time — the session re-binds. No restart, no config edit, no new MCP install.

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• discover_tools

  Snb Ch

  Find tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, financials, revenue, profit, FDA drugs, adverse events, FRED economic data, Census demographics, BLS jobs/unemployment/inflation, ATTOM real estate, ClinicalTrials, USPTO patents, weather, news, crypto, stocks. Returns the top-N most relevant tools with names, descriptions, and full input schemas (with curated examples) — each result is ready to call directly, no second schema lookup needed. Call this FIRST when you have many tools available and want to see the option set (not just one answer).

  Connector