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Sumble

Official MCP Paid, self-serve Signals & Intent RESEARCHED Checked 2026-09-07
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: https://sumble.com · entry id 05-sumble · source 05-signals-intent-abm.md line 472

What it does
Builds an account-intelligence knowledge graph by continuously scanning tens of millions of public sources (job boards, company sites, social media, regulatory filings) to map org structure, tech stack, and initiatives like cloud migrations or GenAI projects per company.
AI features, separated from automation with an AI label on it
Genuinely AI-driven - pairs a knowledge graph with an LLM to synthesize disparate signals into coherent account narratives, per vendor and TechCrunch coverage. Founded by Kaggle co-founders (Anthony Goldbloom, Ben Hamner), which lends some credibility, though the specifics remain vendor-described.
RevOps role
Account research / call-prep layer - LLM-driven account intelligence for reps prepping outbound or discovery calls.
MCP server
Status bucket
Official MCP
Auth
unknown - the MCP overview page documents one-click install from the Claude and ChatGPT app directories and a custom MCP connection for Cursor, Claude Code and Gemini CLI, but does not name the credential type on that page. Read 2026-08-28.
Parsed URLs
4 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.sumble.com/ ; https://docs.sumble.com/api/mcp (re-verified 200 on 2026-08-28; corrected that day off a dead receipt, see notes. Product overview at https://sumble.com/mcp) ; repo https://github.com/SumbleData/sumble-mcp

What this server exposes
Tools named
34
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.

  • AddContactsToList
    Adds people to an existing contact list
    evidence: in the vendor docs · calling it reads · required: list id, person ids
  • AddOrganizationsToList
    Adds organizations to an existing list
    evidence: in the vendor docs · calling it reads · required: list id or slug, organization ids
  • CreateContactList
    Creates a new empty contact list
    evidence: in the vendor docs · calling it reads
  • CreateOrganizationList
    Creates a new empty organization list
    evidence: in the vendor docs · calling it reads
  • FindMatchAndEnrichJobs
    Find, look up, and enrich job postings in one call
    evidence: in the vendor docs · calling it reads
  • FindMatchAndEnrichOrganizations
    Find, match, and enrich organizations in one call, search by advanced query or resolve a list of names/URLs/IDs
    evidence: in the vendor docs · calling it reads
  • FindMatchAndEnrichPeople
    Find, match, and enrich people in one call
    evidence: in the vendor docs · calling it reads
  • GetAccountInformation
    Checks credit balance and plan info
    evidence: in the vendor docs · calling it reads
  • GetContactList
    Retrieves one contact list and its people
    evidence: in the vendor docs · calling it reads · required: list id
  • GetDocumentationPage
    Reads a documentation page
    evidence: in the vendor docs · calling it reads · required: path
  • GetIntelligenceBrief
    LLM-generated sales intelligence brief synthesized from structured data
    evidence: in the vendor docs · calling it reads · required: organization id
  • GetMyCompanyProfile
    Retrieves company profile and intelligence data
    evidence: in the vendor docs · calling it reads
  • GetOrganizationList
    Retrieves one organization list and its organizations
    evidence: in the vendor docs · calling it reads · required: list id
  • GetOrganizationSignals
    Get recent sales signals (notable changes) for one organization by ID
    evidence: in the vendor docs · calling it reads · required: organization id
  • GetOrganizationTechStack
    Get an organization's CONFIRMED-USED technology stack, grouped by business function
    evidence: in the vendor docs · calling it reads · required: organization id
  • ListContactLists
    Lists saved contact lists with metadata
    evidence: in the vendor docs · calling it reads
  • ListDocumentation
    Lists all documentation pages
    evidence: in the vendor docs · calling it reads
  • ListOrganizationLists
    Lists saved organization lists with metadata
    evidence: in the vendor docs · calling it reads
  • ListSignalConfigs
    Lists active standing rules for signal delivery
    evidence: in the vendor docs · calling it reads
  • ListTables
    Lists all tables and columns in the database
    evidence: in the vendor docs · calling it reads
  • LookupJobTitles
    Resolves job titles to canonical job function and level
    evidence: in the vendor docs · calling it reads · required: job titles
  • LookupProjects
    Resolves project names or slugs to canonical data
    evidence: in the vendor docs · calling it reads · required: projects
  • LookupTechnologies
    Resolves technology names or slugs to canonical data
    evidence: in the vendor docs · calling it reads · required: technologies
  • LookupTechnologyCategories
    Resolves category slugs or names to canonical data
    evidence: in the vendor docs · calling it reads · required: categories
  • RenameOrganizationList
    Renames an existing organization list
    evidence: in the vendor docs · calling it reads
  • ReportDataQualityIssue
    Reports data quality or coverage issues
    evidence: in the vendor docs · calling it reads
  • RunSqlQuery
    Runs read-only SQL against DuckDB
    evidence: in the vendor docs · calling it reads · required: query
  • SearchPrioritySignals
    Searches Priority Signals digest items
    evidence: in the vendor docs · calling it reads
  • SearchSignals
    Searches Sumble Signals by IDs, organizations, people, technologies
    evidence: in the vendor docs · calling it reads
  • SearchTechnologies
    Looks up technology names and slugs
    evidence: in the vendor docs · calling it reads · required: query
  • SetOrganizationListDeleted
    Soft-deletes or restores an organization list
    evidence: in the vendor docs · calling it reads
  • SetOrganizationListSignals
    Includes or excludes a list from Signals delivery
    evidence: in the vendor docs · calling it reads
  • SubmitSupportRequest
    Submits general support requests
    evidence: in the vendor docs · calling it reads
  • UpdatePrioritySignalRelevance
    Marks a priority signal relevant or not
    evidence: in the vendor docs · calling it reads · required: signal id, is_relevant

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

No CLI found by the 2026-09-27 harvest across vendor docs, npm, PyPI, Homebrew and GitHub. That is a probe result, not proof of absence.

Access gate
Gate bucket
Paid, self-serve
Can a solo operator reach it
Yes, by paying, no sales call

api_gate, verbatim from the file:

paid

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.

A github.com URL already appears somewhere in this entry, which is a seed for that rail and not a measurement of repo health:

On GitHub

No GitHub organisation could be tied to sumble.com with evidence on 2026-09-08.

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

3 candidate accounts seen and rejected by the evidence rules: SumbleData, sumble-data, Sumble-Guys. 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

6 source URLs. Raw sources field, verbatim:

https://techcrunch.com/2025/10/22/sumble-emerges-from-stealth-with-38-5m-to-bring-ai-powered-context-to-sales-intelligence/, https://sumble.com/, https://docs.sumble.com/api/mcp, https://sumble.com/llms.txt, https://sumble.com/mcp, https://mcp.sumble.com/

Notes, verbatim from the file
2026-08-28 link-rot correction, and the lead paid off. The mcp_url published until today, docs.sumble.com/pages/KLH6XuEHsUssUZW6C1i4, 404d when re-checked on 2026-08-27. It is named here rather than left in the mcp_url field so the published page does not carry a link to a 404. https://sumble.com/llms.txt names the real current surface under a "For AI agents" heading, and both https://sumble.com/mcp and https://docs.sumble.com/api/mcp return 200. The server is alive and first-party, so mcp_status stays official rather than being downgraded. Emerged from stealth October 2025 with a $38.5M raise; knowledge graph covers ~2.6M companies. Self-serve 30-day free trial, no credit card required; specific paid pricing tiers not published. 2026-09-07: https://mcp.sumble.com/ returned 401 {"error": "invalid_token", "error_description": "Authentication required"} to an MCP initialize POST (https://mcp.sumble.com/). 2026-09-12 (P6-04 repo sweep): first-party repository recorded at https://github.com/SumbleData/sumble-mcp - first-party agent skill for the Sumble MCP (README: "Sumble MCP Skill", installed with npx skills add SumbleData/sumble-mcp), NOT the server source. Evidence: the vendor's own docs page https://docs.sumble.com/api/mcp names github.com/SumbleData, which is the domain evidence the 2026-09-09 pass could not find on the org profile. The exact URL that page prints, github.com/SumbleData/sumble, returned 404 on 2026-09-12; the live repository in that same org is sumble-mcp, last pushed 2026-04-14.
Provenance
Entry id
05-sumble
Source file
05-signals-intent-abm.md
Source line
472
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.