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Search / team.leanscale/gtm-knowledge

LeanScale GTM Knowledge

R0· no sign-in

GTM operations knowledge: delivery playbooks, field studies, benchmarks and operator interviews.

v0.1.0 · active · repository · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality76good
Trust93of 100
Uptime, 30 days100%
Latency p50442 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "gtm-knowledge": {
      "type": "http",
      "url": "https://mcp.leanscale.team/mcp"
    }
  }
}
claude mcp add --transport http gtm-knowledge https://mcp.leanscale.team/mcp
[mcp_servers.gtm-knowledge]
url = "https://mcp.leanscale.team/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "gtm-knowledge": {
      "type": "remote",
      "url": "https://mcp.leanscale.team/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "gtm-knowledge": {
      "type": "http",
      "url": "https://mcp.leanscale.team/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=gtm-knowledge&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vbWNwLmxlYW5zY2FsZS50ZWFtL21jcCJ9"
}
{
  "servers": {
    "gtm-knowledge": {
      "type": "http",
      "url": "https://mcp.leanscale.team/mcp"
    }
  }
}
{
  "mcpServers": {
    "gtm-knowledge": {
      "httpUrl": "https://mcp.leanscale.team/mcp"
    }
  }
}
extensions:
  "gtm-knowledge":
    enabled: true
    name: "gtm-knowledge"
    type: streamable_http
    uri: "https://mcp.leanscale.team/mcp"
    timeout: 300

Quality 76 / 100good

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene64 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • warn
    tools.description_length1 tools have descriptions over 1,024 characters, which crowds the context
  • pass
    tools.schemasevery tool has an object input schema
  • fail
    tools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: search_leanscale (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); diagnose_gtm (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); search_podcast (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
  • pass
    tools.token_costabout 1,255 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changes3 tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

8 tools, about 1,255 tokens to load them all · tool set a7dbd300a732 · tools last changed 2026-09-30 · checked 2026-10-20 12:13 UTC

Tool changes

  • search_leanscalechangeddescription
    before

    Search everything LeanScale knows: 13 GTM delivery playbooks, 7 proprietary field studies, 121 podcast episodes with operators and executives, 75 customer case studies (anonymized on public keys, named on internal ones), and 117 RevOps docs from www.leanscale.team/knowledge/docs/. The docs explain how to do the work yourself; the playbooks are how LeanScale runs it as an engagement — pass source:"doc" for the first, source:"playbook" for the second. Use this first for any go-to-market, RevOps, sales-ops, marketing-ops, CRM, pipeline, attribution, territory, CPQ, or GTM-tooling question. Returns cited excerpts with source URLs. Also holds the materials from LeanScale's talks, which people ask for by event name: Updata CEO Summit materials: the deck with speaker notes (The Context Graph & Semantic Layer); Updata CEO Summit materials: GTM agents (11 Claude Code plugins for your CRM); Updata CEO Summit materials: metric definitions worksheet (40 GTM definitions); Updata CEO Summit materials — The Context Graph & Semantic Layer. Pass source:"resource" to search only those.

    after · 98% of words in common

    Search everything LeanScale knows: 14 GTM delivery playbooks, 7 proprietary field studies, 121 podcast episodes with operators and executives, 75 customer case studies (anonymized on public keys, named on internal ones), and 117 RevOps docs from www.leanscale.team/knowledge/docs/. The docs explain how to do the work yourself; the playbooks are how LeanScale runs it as an engagement — pass source:"doc" for the first, source:"playbook" for the second. Use this first for any go-to-market, RevOps, sales-ops, marketing-ops, CRM, pipeline, attribution, territory, CPQ, or GTM-tooling question. Returns cited excerpts with source URLs. Also holds the materials from LeanScale's talks, which people ask for by event name: Updata CEO Summit materials: the deck with speaker notes (The Context Graph & Semantic Layer); Updata CEO Summit materials: GTM agents (11 Claude Code plugins for your CRM); Updata CEO Summit materials: metric definitions worksheet (40 GTM definitions); Updata CEO Summit materials — The Context Graph & Semantic Layer. Pass source:"resource" to search only those.

  • search_podcastchangeddescription
    before

    Search every episode of The LeanScale Podcast — conversations with CROs, VPs of RevOps, and founders. Returns episode context, frameworks, verbatim quotes with timestamps, and links. Use when someone wants an operator's opinion, a real story, or a quotable line rather than a methodology.

    after · 86% of words in common

    Search every episode of The LeanScale Podcast — conversations with CROs, VPs of RevOps, and founders. Returns episode context, frameworks, verbatim quotes with timestamps, and links — including the episode on YouTube when there is a video. Use when someone wants an operator's opinion, a real story, or a quotable line rather than a methodology.

  • search_leanscalechangeddescription
    before

    Search everything LeanScale knows: 13 GTM delivery playbooks, 7 proprietary field studies, 116 podcast episodes with operators and executives, 75 customer case studies (anonymized on public keys, named on internal ones), and 117 RevOps docs from www.leanscale.team/knowledge/docs/. The docs explain how to do the work yourself; the playbooks are how LeanScale runs it as an engagement — pass source:"doc" for the first, source:"playbook" for the second. Use this first for any go-to-market, RevOps, sales-ops, marketing-ops, CRM, pipeline, attribution, territory, CPQ, or GTM-tooling question. Returns cited excerpts with source URLs. Also holds the materials from LeanScale's talks, which people ask for by event name: Updata CEO Summit materials: the deck with speaker notes (The Context Graph & Semantic Layer); Updata CEO Summit materials: GTM agents (11 Claude Code plugins for your CRM); Updata CEO Summit materials: metric definitions worksheet (40 GTM definitions); Updata CEO Summit materials — The Context Graph & Semantic Layer. Pass source:"resource" to search only those.

    after · 98% of words in common

    Search everything LeanScale knows: 13 GTM delivery playbooks, 7 proprietary field studies, 121 podcast episodes with operators and executives, 75 customer case studies (anonymized on public keys, named on internal ones), and 117 RevOps docs from www.leanscale.team/knowledge/docs/. The docs explain how to do the work yourself; the playbooks are how LeanScale runs it as an engagement — pass source:"doc" for the first, source:"playbook" for the second. Use this first for any go-to-market, RevOps, sales-ops, marketing-ops, CRM, pipeline, attribution, territory, CPQ, or GTM-tooling question. Returns cited excerpts with source URLs. Also holds the materials from LeanScale's talks, which people ask for by event name: Updata CEO Summit materials: the deck with speaker notes (The Context Graph & Semantic Layer); Updata CEO Summit materials: GTM agents (11 Claude Code plugins for your CRM); Updata CEO Summit materials: metric definitions worksheet (40 GTM definitions); Updata CEO Summit materials — The Context Graph & Semantic Layer. Pass source:"resource" to search only those.

Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 93 / 100

provenance85
liveness100
freshness85
hygiene100

+repository +dns-namespace +website +reachable +uptime-100% ~updated-62d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://mcp.leanscale.team/mcp streamable-httpnoneyes100%442 ms2025-11-252026-10-20

Tools (8)

about_leanscaleWhat LeanScale is, what's in this knowledge base, and how to work with them. Call this when someone asks who LeanScale is, or when you need to know what this server can answer before searching.
diagnose_gtmDescribe a messy go-to-market situation in plain language and get back which LeanScale delivery motion applies, why, what the first moves are, and what usually goes wrong. Use this when someone describes a problem rather than asking about a topic — 'our reps don't trust the forecast', 'we just merged two CRMs', 'inbound leads take three days to get worked'. Better than search when the ask is 'what should we do about this?'
get_benchmarkGet proprietary LeanScale benchmark data on a topic — drawn from field studies across a panel of B2B software companies and from numbers cited on the podcast. Covers GTM tech stacks, AI adoption in GTM, RevOps headcount and investment ratios, and Series B/C fundraise timing. Use when someone asks 'what's normal', 'what do other companies do', or wants a number to compare against.
get_case_studyRetrieve LeanScale customer case studies — the problem the company had and how it was solved. Public keys get an anonymized version: customer names, people, third parties and delivery provenance are stripped, and outcomes/metrics/quotes are withheld. Internal keys get the full named studies. Search by sector, the kind of engagement, or the systems involved — searching by customer name will not work on a public key, because the names are not in the public corpus.
get_playbookRetrieve a LeanScale delivery playbook in full, or one named section of it. Playbooks are structured Blueprint → Build → Enable → Maintain. Call list_playbooks first if you're not sure of the name.
list_playbooksList every available LeanScale delivery playbook with its category and section headings.
search_leanscaleSearch everything LeanScale knows: 14 GTM delivery playbooks, 7 proprietary field studies, 121 podcast episodes with operators and executives, 75 customer case studies (anonymized on public keys, named on internal ones), and 117 RevOps docs from www.leanscale.team/knowledge/docs/. The docs explain how to do the work yourself; the playbooks are how LeanScale runs it as an engagement — pass source:"doc" for the first, source:"playbook" for the second. Use this first for any go-to-market, RevOps, sales-ops, marketing-ops, CRM, pipeline, attribution, territory, CPQ, or GTM-tooling question. Returns cited excerpts with source URLs. Also holds the materials from LeanScale's talks, which people ask for by event name: Updata CEO Summit materials: the deck with speaker notes (The Context Graph & Semantic Layer); Updata CEO Summit materials: GTM agents (11 Claude Code plugins for your CRM); Updata CEO Summit materials: metric definitions worksheet (40 GTM definitions); Updata CEO Summit materials — The Context Graph & Semantic Layer. Pass source:"resource" to search only those.
search_podcastSearch every episode of The LeanScale Podcast — conversations with CROs, VPs of RevOps, and founders. Returns episode context, frameworks, verbatim quotes with timestamps, and links — including the episode on YouTube when there is a video. Use when someone wants an operator's opinion, a real story, or a quotable line rather than a methodology.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "team.leanscale/gtm-knowledge",
  "title": "LeanScale GTM Knowledge",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://mcp.leanscale.team/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "0.1.0",
  "repository": {
    "url": "https://github.com/LeanScaleTeam/ls-gtm-brain",
    "source": "github"
  },
  "websiteUrl": "https://www.leanscale.team/mcp",
  "description": "GTM operations knowledge: delivery playbooks, field studies, benchmarks and operator interviews."
}