"Finding People on LinkedIn" matching MCP tools:

• well_add_contact_channel

  Well

  Add a contact channel to a company or person. Wraps the resource-scoped REST endpoints (POST /v1/{companies,people}/:id/{emails,phones,web-links,locations}). channel + the matching value field: - email → value.email - phone → value.e164_number (E.164; a leading "+" is added if missing) - web_link → value.url (+ optional value.platform, default "website") - location → value.city, value.country (+ optional address_line1/2, region, postal_code) value.label is optional (defaults to "work"). NOTE: adding a phone is supported on a PERSON but NOT on a company (no endpoint) — that combination returns a clear error. To READ existing channels, use well_query_records on the parent (companies/people) or the channel root.

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• enrich_contacts

  LinkedIn MCP Server (Salesbot)

  Enrich existing contacts with their full LinkedIn profile data via the connected LinkedIn account (Unipile) — headline, location, current company & position, full experience, education and skills are scraped from each contact's profile URL and saved onto the contact (and merged into profile_data). Use after search_google_xray to flesh out lightly-saved leads. Each contact is a real LinkedIn profile view, so keep batches small; max 8 per call. Returns per-contact enrichment status.

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• register_derived_asset

  VarynForge

  Register a derived asset (LinkedIn carousel PDF, social post, video, image) produced from an article suggestion. Appends a distribution-ledger row so the suggestion shows everything it produced — the article plus its derivatives — for content-ROI reporting (get_article_suggestion returns them as derivedAssets). Pass `channel` (reels | youtube | x | linkedin) so the app can show per-channel distribution status; register again with a new URL for repeat posts on the same channel — every registration is kept. `scheduledFor` records a future post date from an external scheduler (Buffer etc.) for display only — VarynForge never posts on your behalf. Derivative rows never affect publish status or Search Console attribution; use mark_article_published for the article itself.

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• tip_split

  Moltline Personal Suite

  Compute the tip and per-person split for a bill. FREE. Typical input {"bill": 86.40, "tip_pct": 20, "people": 4} returns {"tip": 17.28, "total": 103.68, "per_person": 25.92}. Use for one bill shared among a group. Not for recurring household budgeting (budget_split). Errors: on invalid, missing, or malformed input this tool never raises a protocol error — it returns {"error": "<what is wrong and how to fix it>"} (for example {"error": "bill must be > 0 and people >= 1"}). Every call is read-only and idempotent, so after correcting the input it is always safe to retry.

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• tip_split

  personal

  Compute the tip and per-person split for a bill. FREE. Typical input {"bill": 86.40, "tip_pct": 20, "people": 4} returns {"tip": 17.28, "total": 103.68, "per_person": 25.92}. Use for one bill shared among a group. Not for recurring household budgeting (budget_split). Errors: on invalid, missing, or malformed input this tool never raises a protocol error — it returns {"error": "<what is wrong and how to fix it>"} (for example {"error": "bill must be > 0 and people >= 1"}). Every call is read-only and idempotent, so after correcting the input it is always safe to retry.

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• search_linkedin_ads

  Hermoso

  Structured LinkedIn Ad Library search by company name, keyword, or companyId — use for a targeted B2B pull; use research_ads for open-ended research. Returns compact JSON {advertiser, headline, description, cta, link, media, dates, impressions} per ad — LinkedIn is the one library exposing real impression counts. Spends ScrapeCreators credits (~1).

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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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• get_skill_clusters

  nü people Job Server

  Returns the current skill cluster data for public jobs on the nü people website. Use this tool when the user wants an overview of which skills or technologies are currently in demand.

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• search_community

  navmds

  Search patient discussion threads on community.navmds.com — the NavMDs forum where people discuss recovery timelines, what procedures actually cost them, choosing a surgeon, and what to expect. Use this for lived-experience questions ('what is rhinoplasty recovery like', 'how much did people actually pay for a tummy tuck', 'how do I pick a surgeon') where the doctor-directory tools can't help. Returns thread titles, categories, excerpts and canonical URLs; pass an id to get_community_thread for the full discussion. Community posts are patient discussion, not medical advice.

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• add_expense

  xupersplit

  Record something one person paid for the group. Split equally by default; pass split_between for a subset, or shares for an uneven split. One expense covers one set of people — a receipt whose items aren't all shared by everyone is several expenses, so call this once per group of items that the same people share, rather than splitting the total equally. Works on simple, accountless splits. Secure splits (created by a signed-in user) are read-only here and must be opened in a browser.

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• get_post_analytics

  ContentIn — LinkedIn Ghostwriter

  Get LinkedIn performance for one published ContentIn post: impressions, members reached, likes, comments, shares, and a derived engagement rate. IMPORTANT: metrics are fetched on a schedule and only for posts published through a connected LinkedIn account, so a post can legitimately have no numbers yet. When that happens this returns measured: false — report that honestly as 'not measured yet'. Do NOT describe an unmeasured post as having zero impressions or zero engagement; those are different claims and only one of them is true.

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• web_login

  local-mcp

  Opens a real browser window on the Mac for the user to sign into a website themselves (you never handle their password). After they log in, the session is saved on this Mac and reused by web_navigate/web_read/web_screenshot — they won't need to log in again. Use a stable `session` name per site (e.g. 'linkedin'). NOTE: automating sites like Instagram/LinkedIn may violate their terms — the user accepts that risk.

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• publish_linkedin_post

  LinkedIn MCP Server (Salesbot)

  Create a LinkedIn post on behalf of a connected profile. By default the post is saved as a 'draft' in the LinkedIn Posts page so the user can review/edit it before publishing. Set auto_publish=true to publish immediately — that path still respects the user's MCP human-in-the-loop setting (when approval is required, the post stays as a draft and the user must publish it from the LinkedIn Posts page in the app). A random 30–180 s anti-detection delay is applied before the publish call. Attachments are not supported via MCP — add images in the in-app post editor.

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• social_comments

  socialbridge-mcp

  Comments / replies on one post as the unified Comment[] schema, tagged with its platform. Provide url OR postId. Keyless on TikTok, YouTube, and Threads (and a single tweet via syndication on Twitter/X). Instagram, Reddit, and Facebook need operator-side credentials; Snapchat comments are not supported keyless; LinkedIn is quarantined.

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• get_my_growth

  what2post

  Get follower-growth statistics over the last days_back days for one LinkedIn profile. Defaults to your primary profile when profile_id is omitted.

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• pdl_company_enrich

  Peopledatalabs

  Enrich a company from its name or domain using People Data Labs. Returns size, employee count, industry, founding year, location, LinkedIn, and website. Provide a name and/or website. Example: pdl_company_enrich({ website: "peopledatalabs.com", _apiKey: "your-key" })

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• notable_search

  Dayze — Life in Days + Notable People

  Search the public Dayze notable-people catalog by name, occupation, or slug. Use when you need to find a person before fetching a pack. Example slug: albert-einstein. ($0.01)

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• search_jobs

  nü people Job Server

  Searches currently open jobs on the nü people website. Use this tool when the user wants to find matching jobs by keyword, role, skill, location, or contract type. Returns a list of public job summaries.

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• listTechnicians

  mcp

  List technicians Returns the field workforce roster: paginated technicians (field workers / engineers) with status, assignment tier (lead, buddy, float), skills and crew relations — the people the dispatch engine schedules onto jobs. Discover the `preferred_technician_id` accepted on customer records here. Supports the `since` cursor for incremental workforce sync.

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• check_serp

  grounded-aeo

  Check the live Google search results for any keyword: the top 10 organic results (rank, domain, title), the People Also Ask questions, related searches, and which non-organic blocks occupy the page, so you can tell whether a query has an AI Overview or local pack slot at all. Public data, no catalog entry required. A keyword with genuinely no results returns empty arrays, which is a real finding, not an error.

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