{"server":"com.persuadioai/mcp","count":22,"tools":[{"name":"add_leads_to_campaign","title":"Add leads to campaign","description":"Move leads this account owns into a campaign this account owns, by explicit id. Updates membership only — sends nothing. Opted-out and suppressed leads are REJECTED with per-lead skip reasons even when listed explicitly; leads already in the target are deduplicated; the response includes the campaign's final lead count read back from the database. To pick the audience by filter instead of by id, use select_and_attach_leads (same attach semantics, driven by search_leads filters). If the target campaign was already reviewed, its earlier approval is stale (the launch step recounts recipients and refuses a token approved for a smaller audience), so a fresh review_campaign_readiness is required before launching.","input_schema":{"type":"object","required":["campaign_id","lead_ids"],"properties":{"lead_ids":{"type":"array","items":{"type":"string"},"description":"Lead ids to move (from find_lead, list_leads or search_leads)."},"campaign_id":{"type":"string","description":"The destination campaign."},"idempotency_key":{"type":"string","maxLength":200,"description":"Optional but recommended. Retrying the same key returns the same result instead of re-running the move; reusing it with different arguments is rejected as idempotency_conflict."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Add leads to campaign","readOnlyHint":false,"openWorldHint":false,"idempotentHint":false,"destructiveHint":false},"source":"probe","observed_at":"2026-10-19T22:35:40.211Z"},{"name":"analyze_lead_source","title":"Analyze lead source","description":"Summarise the leads in an account or one campaign: how many exist, how many can actually be contacted, how many opted out, and how they break down by status and source. Read-only — sends nothing and changes nothing. Start here when the operator asks what they have to work with.","input_schema":{"type":"object","properties":{"campaign_id":{"type":"string","description":"Limit to one campaign. Omit to cover every campaign this account owns."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Analyze lead source","readOnlyHint":true,"openWorldHint":false,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-19T22:35:40.211Z"},{"name":"attach_leads_to_campaign","title":"Attach leads to campaign","description":"Attach leads this account owns to a campaign this account owns, by explicit id. Synonym for add_leads_to_campaign — same tool, same behavior, same response shape, just the verb some callers expect. Updates membership only — sends nothing. Opted-out and suppressed leads are REJECTED with per-lead skip reasons even when listed explicitly; leads already in the target are deduplicated; the response includes the campaign's final lead count read back from the database. To pick the audience by filter instead of by id, use select_and_attach_leads (same attach semantics, driven by search_leads filters). If the target campaign was already reviewed, its earlier approval is stale (the launch step recounts recipients and refuses a token approved for a smaller audience), so a fresh review_campaign_readiness is required before launching.","input_schema":{"type":"object","required":["campaign_id","lead_ids"],"properties":{"lead_ids":{"type":"array","items":{"type":"string"},"description":"Lead ids to move (from find_lead, list_leads or search_leads)."},"campaign_id":{"type":"string","description":"The destination campaign."},"idempotency_key":{"type":"string","maxLength":200,"description":"Optional but recommended. Retrying the same key returns the same result instead of re-running the move; reusing it with different arguments is rejected as idempotency_conflict."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Attach leads to campaign","readOnlyHint":false,"openWorldHint":false,"idempotentHint":false,"destructiveHint":false},"source":"probe","observed_at":"2026-10-19T22:35:40.211Z"},{"name":"check_campaign_readiness","title":"Check campaign readiness","description":"Read-only, idempotent campaign readiness status for monitoring and scheduled checks: recipient count, message, channels, cost and every pass/warn/fail check. SENDS NOTHING and NEVER mints an approval token or confirmation phrase, so it cannot launch a campaign. Use review_campaign_readiness only when a human is actively deciding whether to launch.","input_schema":{"type":"object","required":["campaign_id"],"properties":{"lead_ids":{"type":"array","items":{"type":"string"},"description":"Check a subset of the campaign's leads. Omit for all of them."},"campaign_id":{"type":"string","description":"The campaign to check."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Check campaign readiness","readOnlyHint":true,"openWorldHint":false,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-19T22:35:40.211Z"},{"name":"clone_campaign_draft","title":"Clone a campaign as a new draft","description":"Copy a previous campaign's configuration (channel, message template, AI instructions, follow-up sequence, sender/automation settings) onto a brand-new campaign, and attach an audience to it. THE RESULT IS ALWAYS A DRAFT — this tool NEVER launches, NEVER sends, and never touches an approval token; it does not call launch_approved_campaign under any circumstance. import_ids (from preview_lead_import / import_leads_from_file) is the preferred way to supply a bulk audience — give several to combine multiple imported files into one campaign; leads are deduplicated across every import_id and lead_id given. At least one of import_ids/lead_ids should normally be supplied, or the clone has no audience. Use channels=['sms'] when the new draft must be text-only with no AI/voice calls, and from_address_id to pin the verified email identity on an email clone. After this, call review_campaign_readiness; only an explicit human approval may lead to launch_approved_campaign.","input_schema":{"type":"object","required":["source_campaign_id","name","idempotency_key"],"properties":{"name":{"type":"string","maxLength":120,"description":"Name for the new draft campaign."},"subject":{"type":"string","maxLength":200,"description":"Optional email subject for the cloned message template (email/both clones only). Omit to copy the source template's subject, if it has one."},"channels":{"type":"array","items":{"enum":["email","sms","voice"],"type":"string"},"minItems":1,"description":"Optional explicit channel narrowing on the new draft. Example: ['sms'] makes an SMS campaign text-only and prevents AI/voice calling. This can only narrow the campaign type, never widen it.","uniqueItems":true},"lead_ids":{"type":"array","items":{"type":"string"},"description":"Existing lead ids to include (from find_lead/list_leads). May be combined with import_ids; deduplicated together."},"import_ids":{"type":"array","items":{"type":"string"},"description":"Preferred for bulk audiences: import_id values from preview_lead_import/import_leads_from_file. Combine several to merge multiple imported files."},"description":{"type":"string","maxLength":2000,"description":"Optional new description. Omit to keep the source campaign's description."},"from_address_id":{"type":"string","description":"Optional verified sender to pin on an email/both clone. Must belong to this account and remain on a live sending domain. Readiness re-checks final eligibility before launch."},"idempotency_key":{"type":"string","maxLength":200,"description":"Required. Repeat a retried call safely — the same key returns the same cloned campaign instead of creating a duplicate."},"channel_override":{"enum":["email","sms","both"],"type":"string","description":"Override the cloned campaign's channel. Omit to keep the source campaign's channel."},"source_campaign_id":{"type":"string","description":"The campaign to copy settings from. Must be owned by this account."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Clone a campaign as a new draft","readOnlyHint":false,"openWorldHint":false,"idempotentHint":false,"destructiveHint":false},"source":"probe","observed_at":"2026-10-19T22:35:40.211Z"},{"name":"create_campaign_draft","title":"Create a campaign draft","description":"Create a campaign in draft status with its opening SMS. THIS SENDS NOTHING — a draft cannot deliver a message. It exists so a human can read the exact wording and audience before deciding. The message is rejected if it implies a prior relationship or manufactures urgency. After this, call review_campaign_readiness.","input_schema":{"type":"object","required":["name","message"],"properties":{"name":{"type":"string","maxLength":120,"description":"A name the operator will recognise in their dashboard."},"message":{"type":"string","maxLength":320,"description":"The opening SMS, 320 characters or fewer. Say who is writing and why. Do not imply a prior conversation or a deadline. An opt-out line is appended automatically on first contact."},"subject":{"type":"string","maxLength":200,"description":"Optional email subject, stored with the message and carried onto an email clone of this draft. One line, 200 characters or fewer, no {{variables}}. Email campaigns otherwise get a subject at send time; only a prepared exact-message campaign must store one."},"lead_ids":{"type":"array","items":{"type":"string"},"description":"Existing leads to move into this campaign. Ids outside this account are ignored."},"description":{"type":"string","maxLength":2000,"description":"Context for the operator: who this targets and why."},"idempotency_key":{"type":"string","maxLength":120,"description":"Repeat a retried call safely — the same key returns the same campaign."},"outreach_vertical":{"enum":["home_purchase","b2b"],"type":"string","maxLength":40,"description":"Who the recipients ARE. 'home_purchase' — homeowners who might sell. 'b2b' — businesses and operators in the industry, never contacted about a house they live in. This chooses the copy rules AND which registered number the campaign may text from, so set it here rather than later: a b2b campaign left unset is treated as homeowner outreach. Omit it only when the campaign genuinely is homeowner outreach or you do not know."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Create a campaign draft","readOnlyHint":false,"openWorldHint":false,"idempotentHint":false,"destructiveHint":false},"source":"probe","observed_at":"2026-10-19T22:35:40.211Z"},{"name":"create_lead","title":"Create lead","description":"Add a single lead to a campaign this account owns. Requires campaign_id plus at least a phone or an email; deduplicates against the account's existing leads by contact detail. Writes a record only — sends nothing, to nobody, ever.","input_schema":{"type":"object","required":["campaign_id"],"properties":{"name":{"type":"string","description":"Full name, if first/last are not given separately."},"email":{"type":"string"},"notes":{"type":"string"},"phone":{"type":"string","description":"Any common format; at least one of phone/email is required."},"last_name":{"type":"string"},"first_name":{"type":"string"},"campaign_id":{"type":"string","description":"The campaign this lead belongs to (required — every lead lives in a campaign)."},"company_name":{"type":"string"}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Create lead","readOnlyHint":false,"openWorldHint":false,"idempotentHint":false,"destructiveHint":false},"source":"probe","observed_at":"2026-10-19T22:35:40.211Z"},{"name":"find_lead","title":"Find lead","description":"Search this account's leads by phone number, email address, or name. Phone matching tolerates formatting differences. Returns masked contact details plus lead ids. Read-only — sends nothing and changes nothing.","input_schema":{"type":"object","required":["query"],"properties":{"query":{"type":"string","description":"A phone number, an email address, or part of a name."},"campaign_id":{"type":"string","description":"Optional: narrow the search to one campaign."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Find lead","readOnlyHint":true,"openWorldHint":false,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-19T22:35:40.211Z"},{"name":"get_campaign_status","title":"Get campaign status","description":"Report recorded campaign outcomes: leads, sent records, confirmed delivery receipts, replies, opt-outs, booking records, and AI-paused leads (not people awaiting a human). Omit campaign_id to list campaigns. Account totals are independent of pagination and status filters. Read-only. Null metrics are unavailable; read the caveats before telling the operator a campaign is or is not working.","input_schema":{"type":"object","properties":{"limit":{"type":"integer","maximum":100,"minimum":1},"offset":{"type":"integer","minimum":0},"status":{"type":"string","description":"Filter the list by status, e.g. 'active', 'draft', 'paused'."},"campaign_id":{"type":"string","description":"One campaign. Omit to list all of them."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Get campaign status","readOnlyHint":true,"openWorldHint":false,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-19T22:35:40.211Z"},{"name":"get_interested_leads","title":"Get leads who replied with interest","description":"List leads whose replies were classified as positive or as asking a question, newest first, with the reply text. The classifier is keyword and sentiment based, NOT a language model — the response says so explicitly, and the reply text is included so you can judge for yourself. Read-only.","input_schema":{"type":"object","properties":{"days":{"type":"integer","maximum":365,"minimum":1,"description":"How far back to look, in days (1-365). Default 30."},"limit":{"type":"integer","maximum":100,"minimum":1},"offset":{"type":"integer","minimum":0},"campaign_id":{"type":"string","description":"Limit to one campaign."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Get leads who replied with interest","readOnlyHint":true,"openWorldHint":false,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-19T22:35:40.211Z"},{"name":"get_performance_summary","title":"Get performance summary","description":"The account's performance report, identical to the website's Performance page: pipeline (discovered, purchased, enriched, imported, duplicates excluded), readiness (prepared, approved, eligible at last launch), delivery (queued, provider-accepted, confirmed delivered, failed, unsettled -- never folded together), engagement (replies, interested, appointments, conversions), cost in credits, and one row per autopilot lane. Read-only; sends nothing and buys nothing. A null value means NOT MEASURED and carries an unavailable_reason -- never report it to the operator as zero.","input_schema":{"type":"object","properties":{"lane":{"type":"string","description":"Narrow to one autopilot lane: 'base' or a Revenue Autopilot profile id. Not with campaign_id."},"range":{"enum":["30d","7d","90d","all"],"type":"string","description":"Reporting window. Default 30d."},"campaign_id":{"type":"string","description":"Narrow to one of your campaigns. Not with lane."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Get performance summary","readOnlyHint":true,"openWorldHint":false,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-19T22:35:40.211Z"},{"name":"import_leads_from_file","title":"Import leads from a CSV/XLSX file","description":"Upsert leads from an uploaded CSV or XLSX file into this account. WRITES TO THE DATABASE — SENDS NOTHING on any channel, ever; this only stores contacts. Deduplicates by phone/email (dedupe_by, default both) against both the file itself and every lead already in this account. Re-importing a lead that is opted-out, suppressed, or do-not-contact NEVER clears those flags and NEVER moves the lead — only genuinely new contacts are created. Returns an import_id: pass it to clone_campaign_draft's import_ids to attach this audience to a campaign. idempotency_key is required — retrying the same key returns the same result rather than importing twice; reusing it with different arguments is rejected as idempotency_conflict.","input_schema":{"type":"object","required":["file","idempotency_key"],"properties":{"file":{"type":"object","required":["filename","content_base64"],"properties":{"filename":{"type":"string","maxLength":255,"description":"Original filename, e.g. 'alameda_investors.xlsx'. Determines .csv vs .xlsx parsing."},"content_base64":{"type":"string","description":"The raw file bytes, base64-encoded."}},"description":"The uploaded lead file, inline. filename + content_base64 (raw file bytes, base64-encoded) — this server's transport is stateless JSON-RPC with no separate attachment channel, so the file rides in the tool call itself. .csv and .xlsx only; 15MB decoded max.","additionalProperties":false},"mode":{"enum":["upsert"],"type":"string","description":"Import mode. Only 'upsert' (create new, update existing) is currently supported."},"tags":{"type":"array","items":{"type":"string"},"maxItems":25,"description":"Optional labels applied to every imported/updated lead."},"source":{"type":"string","maxLength":100,"description":"Where this list came from, e.g. 'PropStream export'. Stored as provenance and never overwritten on re-import."},"dedupe_by":{"type":"array","items":{"enum":["phone","email"],"type":"string"},"description":"Which normalized fields count as a duplicate match. Default: [\"phone\", \"email\"] (either matching is a duplicate)."},"column_mapping":{"type":"object","description":"Optional override of auto-detected columns: {target_field: 'exact column name in the file'}. Target fields: first_name, last_name, full_name, phone, mobile_phone, email, address, property_address, city, state, zip, company_name. Anything not given here falls back to auto-detection.","additionalProperties":{"type":"string"}},"idempotency_key":{"type":"string","maxLength":200,"description":"Required. Repeat a retried call safely — the same key returns the same import result instead of importing twice."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Import leads from a CSV/XLSX file","readOnlyHint":false,"openWorldHint":false,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-19T22:35:40.211Z"},{"name":"launch_approved_campaign","title":"Launch an approved campaign","description":"SENDS REAL MESSAGES TO REAL PEOPLE. This is irreversible and costs credits. It requires an approval_token from review_campaign_readiness and explicit operator authorization for this exact launch. In an interactive current turn where the human explicitly asked to send this campaign, pass operator_authorized_this_launch=true instead of asking them to copy/paste the server phrase. Never set that flag for a scheduled or background run, standing instructions, prior approval, enthusiasm, or inferred intent. Never infer approval. Never generate the confirmation yourself. The exact confirmation phrase remains supported for other clients. Never reuse an approval issued for a different campaign or a different size.","input_schema":{"type":"object","required":["campaign_id","approval_token"],"properties":{"channel":{"enum":["sms","email"],"type":"string","description":"Must match the channel the readiness review approved. Default 'sms'; 'email' launches email-only."},"lead_ids":{"type":"array","items":{"type":"string"},"description":"Must match the subset that was reviewed and approved."},"campaign_id":{"type":"string","description":"The campaign to launch."},"from_number":{"type":"string","description":"SMS channel only: the same outbound number the readiness review was run with. Omit for automatic sender routing."},"confirmation":{"type":"string","description":"The exact confirmation phrase from the readiness review. Optional only when operator_authorized_this_launch=true."},"approval_token":{"type":"string","description":"The token from review_campaign_readiness. Single-use and short-lived."},"from_address_id":{"type":"string","description":"Email channel only: the same from_address_id the readiness review was run with (the approval binds to it)."},"all_textable_numbers":{"type":"boolean","description":"SMS only. Must match the readiness review. When true, queue one separate text to every approved textable phone on each selected lead."},"operator_authorized_this_launch":{"type":"boolean","description":"Set true only when the authenticated human operator explicitly asked to launch this exact campaign in the current interactive turn. Never set for scheduled/background execution, standing preferences, prior approvals, or inferred intent."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Launch an approved campaign","readOnlyHint":false,"openWorldHint":true,"idempotentHint":false,"destructiveHint":true},"source":"probe","observed_at":"2026-10-19T22:35:40.211Z"},{"name":"list_from_addresses","title":"List email sender identities","description":"The verified email sender identities (from-addresses) this account can send campaigns from. Read-only; sends nothing. Use before an email-channel readiness review to pick the right sender.","input_schema":{"type":"object","properties":{},"additionalProperties":false},"output_schema":null,"annotations":{"title":"List email sender identities","readOnlyHint":true,"openWorldHint":false,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-19T22:35:40.211Z"},{"name":"list_leads","title":"List leads","description":"Page through this account's leads, optionally filtered by campaign and status. Read-only — sends nothing and changes nothing. For richer filtering (geography, source, tags, contact history, SMS eligibility), use search_leads — the same data with the audience-building filter vocabulary.","input_schema":{"type":"object","properties":{"limit":{"type":"integer","maximum":100,"minimum":1},"offset":{"type":"integer","minimum":0},"status":{"type":"string","description":"Optional lead status filter, e.g. 'active'."},"campaign_id":{"type":"string","description":"Optional: one campaign only."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"List leads","readOnlyHint":true,"openWorldHint":false,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-19T22:35:40.211Z"},{"name":"pause_campaign","title":"Pause a campaign","description":"Stop a campaign from sending anything further. Queued messages that have not yet gone out are skipped; anything already handed to the carrier cannot be recalled. Safe to call when unsure — pausing is reversible and errs toward not contacting people.","input_schema":{"type":"object","required":["campaign_id"],"properties":{"reason":{"type":"string","maxLength":500,"description":"Why it is being paused, for the operator's records."},"campaign_id":{"type":"string","description":"The campaign to pause."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Pause a campaign","readOnlyHint":false,"openWorldHint":false,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-19T22:35:40.211Z"},{"name":"preview_lead_import","title":"Preview a lead file before importing","description":"Inspect an uploaded CSV or XLSX lead file WITHOUT writing anything to the database — read-only, sends nothing. Auto-detects common columns (name, phone, email, address, company/entity name) and reports row counts, in-file and account duplicates, missing contact fields, and how many leads would end up SMS- and email-contactable. Run this before import_leads_from_file so the operator can see what would happen first.","input_schema":{"type":"object","required":["file"],"properties":{"file":{"type":"object","required":["filename","content_base64"],"properties":{"filename":{"type":"string","maxLength":255,"description":"Original filename, e.g. 'alameda_investors.xlsx'. Determines .csv vs .xlsx parsing."},"content_base64":{"type":"string","description":"The raw file bytes, base64-encoded."}},"description":"The uploaded lead file, inline. filename + content_base64 (raw file bytes, base64-encoded) — this server's transport is stateless JSON-RPC with no separate attachment channel, so the file rides in the tool call itself. .csv and .xlsx only; 15MB decoded max.","additionalProperties":false},"dedupe_by":{"type":"array","items":{"enum":["phone","email"],"type":"string"},"description":"Which normalized fields count as a duplicate match. Default: [\"phone\", \"email\"] (either matching is a duplicate)."},"column_mapping":{"type":"object","description":"Optional override of auto-detected columns: {target_field: 'exact column name in the file'}. Target fields: first_name, last_name, full_name, phone, mobile_phone, email, address, property_address, city, state, zip, company_name. Anything not given here falls back to auto-detection.","additionalProperties":{"type":"string"}}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Preview a lead file before importing","readOnlyHint":true,"openWorldHint":false,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-19T22:35:40.211Z"},{"name":"recommend_followup_campaign","title":"Recommend a follow-up campaign","description":"Propose how to follow up, based on which leads have never been contacted, were contacted without replying, or already replied. Returns segments with counts and a suggested approach for each. Read-only — this is a proposal to discuss with the operator, not a plan that has been put into effect.","input_schema":{"type":"object","properties":{"goal":{"type":"string","maxLength":500,"description":"What the operator is trying to achieve, in their words."},"campaign_id":{"type":"string","description":"Limit to one campaign. Omit to cover the whole account."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Recommend a follow-up campaign","readOnlyHint":true,"openWorldHint":false,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-19T22:35:40.211Z"},{"name":"review_campaign_readiness","title":"Review campaign readiness","description":"Pre-flight a campaign: how many people would be contacted, on which channels, what it would cost, and which checks pass, warn or fail. SENDS NOTHING. If everything passes, it returns a short-lived approval token and a confirmation phrase — both of which a human operator must authorise before launch_approved_campaign will do anything. Run this before every launch; the token is single-use and campaign-specific.","input_schema":{"type":"object","required":["campaign_id"],"properties":{"channel":{"enum":["sms","email"],"type":"string","description":"How the campaign goes out. Default 'sms' (text + voice where applicable). 'email' reviews an email-only launch."},"lead_ids":{"type":"array","items":{"type":"string"},"description":"Review a subset of the campaign's leads. Omit for all of them."},"campaign_id":{"type":"string","description":"The campaign to review."},"from_number":{"type":"string","description":"SMS channel only: an approved outbound number for this account. Omit for automatic sender routing."},"from_address_id":{"type":"string","description":"Email channel only: the sender identity to send from (see list_from_addresses). Omit to use the account default."},"all_textable_numbers":{"type":"boolean","description":"SMS only. When true, approve one separate text to every eligible textable phone on each selected lead. Used by DealFinder's attended Send-to-all action."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Review campaign readiness","readOnlyHint":true,"openWorldHint":false,"idempotentHint":false,"destructiveHint":false},"source":"probe","observed_at":"2026-10-19T22:35:40.211Z"},{"name":"search_leads","title":"Search leads with eligibility filters","description":"Search this account's leads by campaign/list, source, geography (city/state/county), lead type, tags, contact history (never_contacted / contacted_no_reply / replied) and SMS eligibility (textable phone, not opted out, not suppressed), with paging and a deterministic sort. Returns lead_id values plus masked contact details and per-lead eligibility flags. Read-only — SENDS NOTHING and changes nothing. This is the filter-rich sibling of list_leads (plain paging) and find_lead (locate one person); use the lead_ids it returns with add_leads_to_campaign, or let select_and_attach_leads run the same filters and attach a bounded subset in one step.","input_schema":{"type":"object","properties":{"city":{"type":"string","description":"Exact city, case-insensitive."},"sort":{"enum":["newest","oldest","score"],"type":"string","description":"Deterministic orders (ties broken by id). Default 'newest'."},"tags":{"type":"array","items":{"type":"string"},"maxItems":25,"description":"Leads carrying ANY of these tags."},"limit":{"type":"integer","maximum":200,"minimum":1,"description":"Page size, max 200. Default 25."},"state":{"type":"string","description":"Exact state, case-insensitive, e.g. 'CA'."},"county":{"type":"string","description":"Exact county, case-insensitive."},"offset":{"type":"integer","minimum":0},"source":{"type":"string","description":"Exact source label, case-insensitive, e.g. 'PropStream export'."},"status":{"type":"string","description":"Lead status, e.g. 'new'."},"has_phone":{"type":"boolean","description":"Filter on having any phone at all."},"lead_type":{"type":"string","description":"Matches the lead's lead_type/investor_type field."},"opted_out":{"type":"boolean","description":"Lead flag OR suppression-list match (phone-format tolerant)."},"suppressed":{"type":"boolean","description":"do-not-contact / unsubscribed."},"campaign_id":{"type":"string","description":"Only leads currently in this campaign/list (must be owned by this account)."},"sms_eligible":{"type":"boolean","description":"Textable phone (cell, not landline-only), not opted out, not suppressed. Send-time compliance still re-checks."},"investor_type":{"type":"string","description":"Exact alias for lead_type — same field, same matching. Pass one or the other, not different values for both."},"contact_status":{"enum":["never_contacted","contacted_no_reply","replied"],"type":"string","description":"never_contacted = no opening SMS ever claimed for the lead and no reply on record."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Search leads with eligibility filters","readOnlyHint":true,"openWorldHint":false,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-19T22:35:40.211Z"},{"name":"select_and_attach_leads","title":"Select eligible leads and attach them to a draft","description":"Deterministically select up to requested_count SMS-eligible leads matching the same filters search_leads accepts (nested under 'filters') and attach them to a DRAFT campaign this account owns — the same membership move add_leads_to_campaign performs, driven by a filter instead of an id list. SENDS NOTHING and never launches. Opted-out and suppressed leads are never selected; leads already in the target are skipped. best_eligible orders by score (highest first) then newest, so the same request against the same data selects the same leads; the response lists the exact ids attached, the eligible total, and an honest shortfall when fewer matched than requested. Attaching to a reviewed campaign makes its earlier approval stale (the launch step recounts recipients and refuses a token approved for a smaller audience), so review_campaign_readiness must run again — and then STOP for the human operator.","input_schema":{"type":"object","required":["campaign_id","requested_count","idempotency_key"],"properties":{"filters":{"type":"object","properties":{"city":{"type":"string","description":"Exact city, case-insensitive."},"tags":{"type":"array","items":{"type":"string"},"maxItems":25,"description":"Leads carrying ANY of these tags."},"state":{"type":"string","description":"Exact state, case-insensitive, e.g. 'CA'."},"county":{"type":"string","description":"Exact county, case-insensitive."},"source":{"type":"string","description":"Exact source label, case-insensitive, e.g. 'PropStream export'."},"status":{"type":"string","description":"Lead status, e.g. 'new'."},"has_phone":{"type":"boolean","description":"Filter on having any phone at all."},"lead_type":{"type":"string","description":"Matches the lead's lead_type/investor_type field."},"opted_out":{"type":"boolean","description":"Lead flag OR suppression-list match (phone-format tolerant)."},"suppressed":{"type":"boolean","description":"do-not-contact / unsubscribed."},"campaign_id":{"type":"string","description":"Only leads currently in this campaign/list (must be owned by this account)."},"sms_eligible":{"type":"boolean","description":"Textable phone (cell, not landline-only), not opted out, not suppressed. Send-time compliance still re-checks."},"investor_type":{"type":"string","description":"Exact alias for lead_type — same field, same matching. Pass one or the other, not different values for both."},"contact_status":{"enum":["never_contacted","contacted_no_reply","replied"],"type":"string","description":"never_contacted = no opening SMS ever claimed for the lead and no reply on record."}},"description":"Same vocabulary as search_leads. filters.campaign_id = the source campaign/list to select FROM.","additionalProperties":false},"campaign_id":{"type":"string","description":"The DRAFT campaign to attach to. Must be owned by this account and have status 'draft'."},"idempotency_key":{"type":"string","maxLength":200,"description":"Required. Retrying the same key returns the same selection instead of attaching twice; reusing it with different arguments is rejected."},"requested_count":{"type":"integer","maximum":500,"minimum":1,"description":"Exactly this many leads when enough are eligible; fewer (with an honest shortfall report) when not."},"selection_strategy":{"enum":["best_eligible"],"type":"string","description":"Only 'best_eligible' (score desc, then newest; SMS-eligible only) is currently supported."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Select eligible leads and attach them to a draft","readOnlyHint":false,"openWorldHint":false,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-19T22:35:40.211Z"},{"name":"update_campaign_message","title":"Edit a draft campaign's opening message","description":"Rewrite the opening SMS of a campaign that is still a DRAFT. THIS SENDS NOTHING — it changes stored wording only, and it never launches or enqueues anything. DRAFT ONLY: a campaign that has already launched is refused, because editing it mid-send would tell one half of an audience something different from the other; clone it into a new draft instead. The replacement is held to the same rules as create_campaign_draft — 320 characters, and rejected if it implies a prior relationship or manufactures urgency. IT INVALIDATES PRIOR APPROVALS: any approval token issued before the edit stops working, because the launch check covers the message body. Run review_campaign_readiness again afterwards and get a fresh human approval before any launch.","input_schema":{"type":"object","required":["campaign_id","message"],"properties":{"message":{"type":"string","maxLength":320,"description":"The replacement opening SMS, 320 characters or fewer. Say who is writing and why. Do not imply a prior conversation or a deadline. An opt-out line is appended automatically on first contact, so do not write one into the message."},"subject":{"type":"string","maxLength":200,"description":"Optional replacement email subject. Omit to keep the stored subject. One line, 200 characters or fewer, no {{variables}}. Changing it also voids prior approvals."},"campaign_id":{"type":"string","maxLength":64,"description":"The DRAFT campaign whose opening message should change. Must be owned by this account."},"idempotency_key":{"type":"string","maxLength":120,"description":"Recommended. Repeat a retried call safely — the same key with the same message replays the first result; the same key with a different message is refused."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Edit a draft campaign's opening message","readOnlyHint":false,"openWorldHint":false,"idempotentHint":false,"destructiveHint":false},"source":"probe","observed_at":"2026-10-19T22:35:40.211Z"}],"next_cursor":null,"next_actions":[{"action":"get_connection","description":"Connection block to call these tools","href":"/v1/servers/com.persuadioai%2Fmcp/connection?target=mcpServers","arguments":{"name":"com.persuadioai/mcp","target":"mcpServers"}},{"action":"get_server","description":"Full descriptor with trust and connectability","href":"/v1/servers/com.persuadioai%2Fmcp","arguments":{"name":"com.persuadioai/mcp"}}]}