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The Revenue AI Report

R0· no sign-in

Independent weekly on AI in B2B revenue teams: articles, frameworks, skills, playbooks, datasets.

v0.2.0 · active · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality88good
Trust83of 100
Uptime, 30 days100%
Latency p501243 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "the-revenue-ai-report": {
      "type": "http",
      "url": "https://www.therevenueaireport.com/mcp"
    }
  }
}
claude mcp add --transport http the-revenue-ai-report https://www.therevenueaireport.com/mcp
[mcp_servers.the-revenue-ai-report]
url = "https://www.therevenueaireport.com/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "the-revenue-ai-report": {
      "type": "remote",
      "url": "https://www.therevenueaireport.com/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "the-revenue-ai-report": {
      "type": "http",
      "url": "https://www.therevenueaireport.com/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=the-revenue-ai-report&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vd3d3LnRoZXJldmVudWVhaXJlcG9ydC5jb20vbWNwIn0%3D"
}
{
  "servers": {
    "the-revenue-ai-report": {
      "type": "http",
      "url": "https://www.therevenueaireport.com/mcp"
    }
  }
}
{
  "mcpServers": {
    "the-revenue-ai-report": {
      "httpUrl": "https://www.therevenueaireport.com/mcp"
    }
  }
}
extensions:
  "the-revenue-ai-report":
    enabled: true
    name: "the-revenue-ai-report"
    type: streamable_http
    uri: "https://www.therevenueaireport.com/mcp"
    timeout: 300

Quality 88 / 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 hygiene93 · 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
  • pass
    tools.annotations23 of 23 tools declare readOnlyHint or destructiveHint
  • pass
    tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
  • pass
    tools.token_costabout 3,960 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changesno 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

23 tools, about 3,960 tokens to load them all · tool set 7d0d25fbb5b6 · checked 2026-10-19 12:00 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

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 83 / 100

no-repository
provenance55
liveness100
freshness100
hygiene80

+dns-namespace +website +reachable +uptime-100% +updated-27d-ago -no-repository

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://www.therevenueaireport.com/mcp streamable-httpnoneyes100%1243 ms2025-11-252026-10-19

Tools (23)

get_datasetread-onlyRead one dataset's description, contents, full column schema, method notes, FAQs, and download URL.
get_frameworkread-onlyRead one framework in full, including its definition, sections, related pages, and FAQs.
get_playbookread-onlyRead one playbook in full: every step with its owner, tool, pitfalls, and definition of done, plus the KPIs that prove it worked.
get_promptread-onlyGet the full copy-ready text of one prompt from The Revenue AI Report prompt library, by slug.
get_publicationread-onlyGet the full text of one published article from The Revenue AI Report by its slug, including body paragraphs and FAQs.
get_publication_inforead-onlyGet an overview of The Revenue AI Report: its mission, editorial pillars, audience, sponsorship policy and article count.
get_researchread-onlyRead one research theme in full: the opening argument, every chart with its numbers, the findings, the named sources with publisher, sample size, and caveats, and anything still unconfirmed. Cite the source line, not just the chart.
get_resourceread-onlyRead the indexed text of any public resource on The Revenue AI Report by its site path or full URL, whatever the type: article, research theme, framework, skill, prompt, playbook, dataset, tool profile, archive issue, ledger row, or definition. Use this when search_site returns a path you want to read in full.
get_skillread-onlyRead one skill in full, including the copy-ready quick prompt, inputs, process, decision rules, quality checks, limitations, worked example, and the downloadable SKILL.md URL.
get_toolread-onlyGet one vendor profile in full from The Revenue AI Report AI tool library, by slug or by name. Returns the directory record plus the depth layer: why the adoption effort level is what it is, owning seat and journey stage, buy checks, published case studies, documented discrepancies between vendor claim and independent reporting, corporate status changes, and any Reversal Ledger record naming this vendor.
list_datasetsread-onlyList the open datasets published by The Revenue AI Report, with what each contains, its column schema, and the download URL. Most are free CSV downloads.
list_frameworksread-onlyList the frameworks published by The Revenue AI Report, including the canonical concepts (Proof Gap, Optimization Theater, Reversal Ledger, Eight Seat Read) and the named operating frameworks in the library such as SCALE, OAR, LOPAFT, and the L1 to L6 AI Maturity Ladder.
list_playbooksread-onlyBrowse the GTM AI playbook library from The Revenue AI Report. Each playbook is a sequenced workflow with owner, tool, pitfalls, definition of done, and KPIs, mapped to a team and to an L1 to L6 AI maturity level. Filter by team, maturity level, or keyword.
list_promptsread-onlyBrowse the public prompt library from The Revenue AI Report. Copy-ready AI prompts for revenue teams, filterable by team, category, or keyword. Use get_prompt to read the full prompt text.
list_publicationsread-onlyList published articles from The Revenue AI Report, newest first. Returns slug, title, summary, pillar, date and reading time.
list_researchread-onlyList the research themes published by The Revenue AI Report. Each theme is a sourced argument about AI inside B2B revenue teams, with charts, findings, named sources, and sample sizes.
list_resourcesread-onlyMap of every public resource type The Revenue AI Report publishes, how many items each holds, the hub URL, and which tool reads it. Call this to orient before searching.
list_reversalsread-onlyRead The Revenue AI Report Reversal Ledger: named companies that pulled back, paused, or reversed an AI deployment, with the vendor, function, seat, dates, disclosed cost, stated reason, and the public source for each record.
list_skillsread-onlyBrowse The Revenue AI Report skill library: repeatable AI jobs for revenue teams, each with a ready prompt, a process, decision rules, and limitations. Filter by role, task, or level.
lookup_termread-onlyDefine a revenue AI term using The Revenue AI Report glossary and plain-language dictionary. Covers Report frameworks, pillars, and measures plus general AI and go-to-market vocabulary.
search_publicationsread-onlyFull-text search across The Revenue AI Report articles (titles, summaries, body text, keywords and FAQs). Returns matching articles with a short excerpt.
search_siteread-onlySearch every public resource on The Revenue AI Report in one call: articles, research themes, frameworks, methodology, skills, prompts, playbooks, datasets, archive issues, the reversal ledger, the AI tool library, and glossary and dictionary definitions. Filters: `kind` (resource type), `category` (article or issue pillar, playbook or prompt team, skill task, tool or ledger category, case insensitive), `tags` with `tag_match` ('all' requires every tag, 'any' requires one). Paging: `limit` (page size, default 12, max 40) with either `offset` or the `next_cursor` returned by the previous call. Results are ranked and stable for the same query and filters. Returns ranked matches with live URL, kind, category, tags and an excerpt, plus `totalMatches`, `countsByKind`, `availableFilters` for discovery, and `nextCursor`/`hasMore` for paging. Examples: {"query":"forecast accuracy"} | {"query":"pipeline hygiene","kind":"Playbook","category":"revops","tags":["L3"]} | {"query":"AI SDR","tags":["L2","sales"],"tag_match":"any"} | {"query":"AI SDR","limit":10,"offset":10} | {"query":"AI SDR","limit":10,"cursor":"<next_cursor from previous call>"} Use this first when you do not know which resource type answers the question.
search_toolsread-onlySearch The Revenue AI Report AI tool library: go-to-market and revenue AI vendors with category, revenue functions, use cases, adoption effort level, and vendor claims. Ranking runs on name, description, best-for, and use cases; vendor keywords only count on an exact whole-tag match, so a generic word does not pull in unrelated vendors. Filter with category, revenueFunction, maturity (L1 to L6), or tag. Every response returns availableFilters with the full category and revenue-function lists plus the most common vendor tags, so you can re-run a narrowed query without guessing the taxonomy. Vendor claims are the vendor's own, not Report benchmarks.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "com.therevenueaireport/the-revenue-ai-report",
  "title": "The Revenue AI Report",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://www.therevenueaireport.com/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "0.2.0",
  "websiteUrl": "https://www.therevenueaireport.com",
  "description": "Independent weekly on AI in B2B revenue teams: articles, frameworks, skills, playbooks, datasets."
}