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Seamless.AI

Official MCP Enterprise only Data & Enrichment RESEARCHED Checked 2026-09-07 CLI: seamless (community)
RESEARCHED Facts from public sources with URLs. No usage claims. Nobody has run this tool. The other tier is BENCH-TESTED, which means Andrew personally ran the tool on a stated date and cannot be bought at any price. Across the whole directory that count is 1.

Vendor: seamless.ai · entry id 01-seamless-ai · source 01-data-enrichment.md line 312

What it does
A B2B contact and company database/prospecting tool that lets users search and pull emails, phone numbers, and firmographic data from a claimed 1.9B+ contact / 121M+ company index, plus basic list-building, outreach/campaign sending, and CRM sync.
AI features, separated from automation with an AI label on it
Marketed heavily as "AI-powered," but the core function - matching a target list against a contact database and returning emails/phones - is lookup plus data-matching/verification, not generative AI. The new MCP server adds a real LLM-agent layer (natural-language prompts driving search/enrichment/campaign actions), and there's an "AI research" account-summarization feature - that layer is genuine LLM use; the underlying contact data itself is a traditional scraped/aggregated database.
RevOps role
Top-of-funnel prospecting/contact-discovery source - used to build target lists and pull direct-dial/email data before handoff to outreach tooling; both raw API and (per docs) MCP access are gated behind account-level enablement tied to higher tiers.
MCP server
Status bucket
Official MCP
Auth
OAuth 2.1 or API key; docs state "MCP access must be enabled on your account" - i.e. gated per-account, contact admin/support to turn on
Parsed URLs
2 found in the mcp_url field
Endpoint probe
docs page, not an endpoint
Probed
2026-09-04, HTTP 200

The vendor ships and maintains the server itself. A wrapper built by Zapier, Composio or a similar third party does not count as official. The status was established by hand on 2026-09-07. On 2026-09-04 the recorded URL served a documentation page, not an MCP endpoint. That is where to read about the server, not where to connect to it. An agent needs the second.

mcp_status, verbatim from the file:

official

mcp_url, verbatim from the file:

https://mcp.seamless.ai/mcp ; https://docs.seamless.ai/mcp-docs (hosted endpoint https://mcp.seamless.ai/mcp)

What this server exposes
Tools named
54
Strongest evidence
in the vendor docs
Harvested
2026-09-27
Catalogue shape
a fixed catalogue the vendor publishes

A tool below is one the server NAMES. Nobody has called it. That is the same two tier honesty rule the rest of the directory runs on: a named tool is research, and BENCH-TESTED stays the only claim that anybody ran anything.

  • add_contacts_to_campaign
    Add saved contacts.
    evidence: in the vendor docs · calling it writes · required: campaignId, contactIds
  • clone_campaign
    Copy campaign (steps, not contacts).
    evidence: in the vendor docs · calling it reads · required: id
  • create_campaign
    Create a campaign; optional inline steps and contactIds.
    evidence: in the vendor docs · calling it writes · required: name
  • create_campaign_step
    Add email, call, or task step.
    evidence: in the vendor docs · calling it writes · required: campaignId, type, content
  • create_email_draft
    Create draft (not sent).
    evidence: in the vendor docs · calling it writes
  • create_list
    Create a new contact list.
    evidence: in the vendor docs · calling it writes · required: name
  • create_saved_search
    Save search filter values as a named saved search.
    evidence: in the vendor docs · calling it reads · required: type, values
  • create_task
    Create email, call, or custom task.
    evidence: in the vendor docs · calling it writes · required: taskType
  • create_template
    Create template with subject and body.
    evidence: in the vendor docs · calling it writes · required: name, subject, body
  • delete_campaign
    Delete campaign and all steps/tasks.
    evidence: in the vendor docs · calling it writes · required: id
  • delete_campaign_step
    Delete a step.
    evidence: in the vendor docs · calling it writes · required: stepId
  • delete_list
    Permanently delete a list (not the contacts).
    evidence: in the vendor docs · calling it writes
  • delete_saved_search
    Permanently delete a saved search.
    evidence: in the vendor docs · calling it writes
  • delete_task
    Permanently delete a task.
    evidence: in the vendor docs · calling it writes
  • delete_template
    Permanently delete a template.
    evidence: in the vendor docs · calling it writes
  • execute_campaign_action
    Control campaign lifecycle: start, pause, resume, complete, archive.
    evidence: in the vendor docs · calling it writes · required: campaignId, action
  • execute_campaign_step_action
    Pause, resume, or skip a step.
    evidence: in the vendor docs · calling it reads · required: stepId, action
  • execute_task_action
    pause, reschedule, complete, cancel, etc.
    evidence: in the vendor docs · calling it reads
  • get_activity_feed
    Engagement feed: opens, replies, bounces, calls.
    evidence: in the vendor docs · calling it reads
  • get_campaign_metrics
    Per-step engagement metrics.
    evidence: in the vendor docs · calling it reads · required: campaignId
  • get_credits
    Current credit balance and usage.
    evidence: in the vendor docs · calling it reads
  • get_email_draft
    Retrieve a draft.
    evidence: in the vendor docs · calling it reads
  • get_lists
    List all contact lists, or get one by ID.
    evidence: in the vendor docs · calling it reads
  • get_my_companies
    Saved/researched companies within a date range (max 30 days).
    evidence: in the vendor docs · calling it reads · required: startDate, endDate
  • get_my_contacts
    Saved/researched contacts within a date range (max 30 days).
    evidence: in the vendor docs · calling it reads · required: startDate, endDate
  • list_call_dispositions
    List disposition options (e.g. Left Voicemail).
    evidence: in the vendor docs · calling it reads
  • list_call_sentiments
    List sentiment options (e.g. Positive).
    evidence: in the vendor docs · calling it reads
  • list_campaign_contacts
    List contacts with engagement status.
    evidence: in the vendor docs · calling it reads · required: campaignId
  • list_campaign_steps
    List steps with type, status, delay.
    evidence: in the vendor docs · calling it reads · required: campaignId
  • list_campaigns
    List campaigns or get one by ID.
    evidence: in the vendor docs · calling it reads
  • list_email_accounts
    List connected sender addresses.
    evidence: in the vendor docs · calling it reads
  • list_email_footers
    List email footers for campaigns and templates.
    evidence: in the vendor docs · calling it reads
  • list_saved_searches
    List all saved searches, or get one by ID.
    evidence: in the vendor docs · calling it reads
  • list_tasks
    List tasks or get one by ID.
    evidence: in the vendor docs · calling it reads
  • list_templates
    List templates or get one by ID.
    evidence: in the vendor docs · calling it reads
  • log_call
    Log call outcome for a contact.
    evidence: in the vendor docs · calling it reads · required: contactId
  • poll_company_research
    Check status of company enrichment requests.
    evidence: in the vendor docs · calling it reads · required: requestIds
  • poll_contact_research
    Check status of contact enrichment requests.
    evidence: in the vendor docs · calling it reads · required: requestIds
  • remove_contacts_from_campaign
    Remove contacts.
    evidence: in the vendor docs · calling it writes · required: campaignId, contactIds
  • research_companies
    Enrich companies for revenue, size, technologies, etc.
    evidence: in the vendor docs · calling it reads · required: searchResultIds
  • research_contacts
    Enrich contacts for verified email and phone.
    evidence: in the vendor docs · calling it reads
  • search_companies
    Search companies by name, domain, industry, size, revenue, and more. Returns a paginated table.
    evidence: in the vendor docs · calling it reads
  • search_contacts
    Search contacts by company, job title, seniority, location, industry, and more. Returns a paginated table.
    evidence: in the vendor docs · calling it reads
  • send_bulk_email
    Send to contacts matching filters.
    evidence: in the vendor docs · calling it writes
  • send_email
    Send in one step.
    evidence: in the vendor docs · calling it writes · required: contactId, from, to
  • send_email_draft
    Send a saved draft.
    evidence: in the vendor docs · calling it writes
  • send_email_preview
    Send preview to yourself before launch.
    evidence: in the vendor docs · calling it writes
  • update_campaign
    Update name, visibility, or linked email accounts.
    evidence: in the vendor docs · calling it writes · required: id
  • update_campaign_step
    Update step content or position.
    evidence: in the vendor docs · calling it writes · required: stepId
  • update_email_draft
    Update draft content.
    evidence: in the vendor docs · calling it writes
  • update_list
    Rename an existing list.
    evidence: in the vendor docs · calling it reads
  • update_saved_search
    Update name, values, or sort options.
    evidence: in the vendor docs · calling it writes
  • update_task
    Update name, due date, priority, status.
    evidence: in the vendor docs · calling it writes
  • update_template
    Update name, subject, or body.
    evidence: in the vendor docs · calling it writes

141 of the 741 entries that record an official or community MCP server carry a harvested tool list. The other 600 are unmeasured, which is not the same as empty. Harvest last run 2026-09-27. Every name across every server is on the tools index.

Command line

This is a third party's CLI. It was published by somebody other than the vendor, so it is that author's surface for the vendor's API and not the vendor's published surface. The two must not be read as the same thing.

Binary
seamless
Status
community CLI, third party
Strongest evidence
npm
Harvested
2026-09-27

Install, as the source shows it:

npm install -g seamless-ai-cli

quoted from https://www.npmjs.com/package/seamless-ai-cli on 2026-09-27, via npm, a third party source

Packages seen, with the version on 2026-09-27:

A CLI being listed means the harvest found an install command or a package on a stated date. Nobody has run it. Every command is quoted verbatim from the URL beneath it. Harvest date 2026-09-27.

Access gate
Gate bucket
Enterprise only
Can a solo operator reach it
Not without a contract

api_gate, verbatim from the file:

enterprise-only

API documentation

No documentation URL recorded.

727 of 1252 entries are in the same position. Blank is legal and it is published as blank.

GitHub health

Not measured. github_url, github_stars, github_last_commit and github_archived are null on every entry in this build.

The refresh rail specced in SPEC section 7.2 has not been run. An unstamped star count is a lie, so nothing is shown rather than something stale.

On GitHub

No GitHub organisation could be tied to seamless.ai with evidence on 2026-09-08.

Recorded by the harvest: github candidates were seen but none passed the evidence rules.

5 candidate accounts seen and rejected by the evidence rules: seamless-protocol, modelcontextprotocol, SeamlessAI, chainflip-io, seamless-test. A name match alone is never accepted; the account has to point at the vendor domain.

Jobs it can do

A job tag means the vendor says the tool does this. It is not a test result, not proof the capability is reachable through the tool's MCP server, and not proof it is available on the gate this entry records.

Tagged by machine-pass on 2026-08-25 against the closed 56 job vocabulary. 271 of 1,252 entries carry at least one tag; 849 tags are assigned in total.

Sources

7 source URLs. Raw sources field, verbatim:

https://docs.seamless.ai/mcp-docs, https://seamless.ai/customers/blog/products/seamless-mcp-server, https://www.prweb.com/releases/seamlessais-new-mcp-server-takes-you-from-prompt-to-closed-won-deal-302839077.html, https://salesintel.io/blog/seamless-ai-pricing/, https://www.spendhound.com/marketplace/seamlessai-pricing, https://www.cleanlist.ai/blog/2026-03-19-seamless-ai-pricing-guide, https://mcp.seamless.ai/mcp

Notes, verbatim from the file
Multiple independent pricing breakdowns put raw API access on Seamless's Enterprise tier only, with quoted contracts roughly $20k-$100k/year depending on seats/volume; consumer-facing Free/Basic/Pro plans are seat-and-credit based with no documented self-serve API key. Treat "MCP access must be enabled on your account" as effectively the same enterprise gate. 2026-09-07: https://mcp.seamless.ai/mcp returned 401 to an MCP initialize POST (https://mcp.seamless.ai/mcp).
Provenance
Entry id
01-seamless-ai
Source file
01-data-enrichment.md
Source line
312
Tier
RESEARCHED
last_checked
2026-09-07
Data baked
2026-09-27

Every field above is rendered from directory.json exactly as the build produced it. Nothing is summarised and nothing is dropped. The one change made at render time is typographic and it is disclosed on the methodology page.