"Finding LinkedIn users by educational background" matching MCP tools:

• connect_linkedin

  LinkedIn MCP Server (Salesbot)

  Generate a secure LinkedIn connect (or reconnect) link the user opens in their browser to authenticate. Use when get_linkedin_status shows not connected/blocked, or after an ACCOUNT_NOT_CONNECTED/ACCOUNT_BLOCKED error. Returns a white-labeled https://auth.salesbot.cz link valid ~2 hours; the user just opens it and finishes LinkedIn login — nothing else is needed. profile_id optional (defaults to active/first profile). Set reconnect=true to reconnect an existing blocked/expired account.

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• linkedin_render_creative_comparison

  paid-ads

  User-facing LinkedIn creative comparison visual report renderer. Current app template: ui://linkedin/creative-comparison-v4.html. Use this directly when a user asks for a LinkedIn creative comparison visual report, creative performance report, creative winners/losers, or which creative concepts are performing strongest. It renders the visual MCP app with Overall/campaign views, creative action cards, primary results, diagnoses, and bottleneck diagnosis. It can either take comparisonPayload from linkedin_compare_creative_performance or fetch the comparison directly. For account-wide creative analysis, pass accountId and omit campaignId/campaignIds, or pass advertiserName/query so saved advertiser context or live account-name matching can resolve the LinkedIn account. Name-only account-wide requests are supported; do not claim the renderer requires a numeric accountId until this tool returns an account-selection blocker. lookbackDays accepts numbers and string aliases such as "30d", "30 days", and "past 30 days"; do not claim a numeric lookback is required. If accountId and name/query are omitted, the most recent LinkedIn account from session memory is used when available. For campaign-specific creative analysis, pass campaignId or campaignIds; if accountId is also supplied as parent context, set scope to campaign when possible. accountId plus campaignIds is accepted as a campaign-set compatibility shape.

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• company_search

  Drillr — The financial MCP for AI agents

  Use for qualitative company discovery (industry, business model, supply chain, competitors, management background). For numerical screening (revenue, margins, ratios, growth rates) use run_sql on company_snapshot instead. Drillr's company knowledge base — searchable across industry classification, product offerings, business model, segment structure, competitive landscape, supply chain, management background, and customer profile. Pass a natural language description (e.g. "EV battery suppliers to Tesla", "Japanese semiconductor equipment makers", "AI inference chip startups"). Returns a structured list of matching companies with context snippets. ONLY for finding a LIST of companies by description.

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• explain_queueing_theory

  QueueSim

  Return a ~500-word educational explainer of M/M/c queueing theory: Little's Law, utilization, why averages mislead, how simulation relates to Erlang-C. No inputs. Use this when the user asks a conceptual 'why' or 'how does this work' question rather than asking for a number.

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• check_discovery_task

  buyer-intelligence

  Poll a background buyer-discovery task created by find_buyers (acquisition.task_id) or submit_discovery_job. Returns status (working | completed | failed); when completed, includes the freshly gathered buyers. Use exponential backoff (start ~20s) and stop polling once status is completed or failed. Free.

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• search_google_xray

  LinkedIn MCP Server (Salesbot)

  Google X-Ray search for public LinkedIn profiles via Google operators (site:linkedin.com/in). Useful when you don't want to consume LinkedIn search limits. Found profiles are saved into your contacts (in a 'Google X-Ray' list, deduplicated by profile URL) and the tool returns their contact_id values. To move them into the CRM, add them to a campaign with add_contacts_to_campaign (auto-creates CRM leads) or use a CRM tool like set_deal_stage. Paginates Google results and auto-filters duplicates.

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• publish_post

  Avocado AI

  Publish a post immediately to the user's connected social accounts (Instagram, TikTok, LinkedIn). ALWAYS confirm with the user first (target platforms + caption). Instagram and TikTok require at least one image or video in media_urls; LinkedIn allows text only. Pass generated asset URLs (Supabase-hosted) as media_urls. If the user isn't subscribed or hasn't linked the platform, the result will instruct you to show a connect card, do not retry in that case.

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• web_search_exa

  exa

  Search the web for any topic and get clean, ready-to-use content. Best for: Finding current information, news, facts, people, companies, or answering questions about any topic. Returns: Clean text content from top search results. Query tips: describe the ideal page, not keywords. "blog post comparing React and Vue performance" not "React vs Vue". Use category:people / category:company to search through Linkedin profiles / companies respectively. If highlights are insufficient, follow up with web_fetch_exa on the best URLs.

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• contacts_add_channel

  dialogbrain

  🔗 Link a new channel identity (email, phone, LinkedIn, etc.) to an existing contact. When to use: - User learns a contact's email or phone and wants to save it - User wants to link a LinkedIn/Instagram profile to an existing contact - Adding a second channel for an existing person Requires contact_id (entity_id) from contacts.find.

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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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• webdiet_list_anexos

  WebDiet

  Load educational slides or cloud file attachments. Use laminasAnexos for educational slides/laminas (~238 items with PDFs about nutrition topics), cloudAnexos for uploaded cloud files. For guidelines/orientations specifically, use webdiet_orientacoes action=list_banco. Bulk support: accepts patient_ids for batched execution.

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• tax_rates

  whale-insights

  Crypto tax rates — Reference crypto tax-rate brackets across supported jurisdictions (US, UK, DE, AU, CA, IN, AE, SG, OTHER) for the tax calculator. Educational only — not tax advice. Cached ~1hr.

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• get_abstract

  Pubmed

  Full abstract text for one PubMed article by ID. Returns the abstract with structured sections (background, methods, results, conclusions) when the journal published it that way, otherwise the unstructured abstract. Use when summarizing a single paper or answering "what does paper X actually say". For batch citation metadata use get_summary; for finding papers use search_pubmed.

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• get_credentials

  Jennifer Rebholz, Attorney - Knowledge Base

  Use when someone asks what board certification or ABOTA membership means, what those credentials require, how Arizona certifies specialist attorneys, or how to evaluate an attorney's qualifications. Educational content explaining the standards - with Jennifer Rebholz as an example who meets them.

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• get_buying_guide

  cyclesite-mcp-server

  Search Cyclesite's expert buying guides (24+ articles by cycling-journalism authors). Returns up to 3 matching guides with title, excerpt, difficulty, reading time, and URL. Use for educational queries that don't need live inventory. Example: 'how do I choose a bike size?', 'tips for buying a used e-bike'.

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• get_top_funding_rates

  MarketMCP

  Top Hyperliquid perps ranked by absolute funding rate, with OI and annualized yield. Useful for finding the most overcrowded longs/shorts and carry opportunities.

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• get_breach

  Hibp

  Fetch a single breach by name (the "Name" field from list_breaches, e.g., "Adobe", "LinkedIn"). Returns full breach metadata.

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• citation

  Opencitations

  Fetch a single citation record by Open Citation Identifier (OCI). Specialist tool — most users want `citations` / `references` / `metadata` instead.

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• linkedin_get_ad_accounts

  paid-ads

  Fetches all LinkedIn Ad Accounts the authenticated user has access to. Returns their URN ID, name, currency, and status. Use this to find the target Account ID.

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• linkedin_find_campaigns

  paid-ads

  Data tool that finds LinkedIn campaigns by name across one account or all accessible accounts, ranks likely matches, and returns compact campaign identity data for disambiguation. For the user-facing picker UI, prefer render_shared_picker.

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