The Revenue AI Report
Independent weekly on AI in B2B revenue teams: articles, frameworks, skills, playbooks, datasets.
| Endpoint | https://www.therevenueaireport.com/mcp (streamable-http) |
|---|---|
| Registry version | 0.2.0 |
| Now | 23 tools · grade D (63) · pin ts_55d0ecce3564927c0e3374955bca5d70 · protocol 2025-06-18 |
| First / last listed | 2026-10-27 01:07 UTC / 2026-10-27 01:07 UTC |
| Grade over time | 2026-10-27: D (63), 23 tools |
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Tools: list_resources search_site get_resource get_publication_info list_publications search_publications get_publication list_research get_research list_frameworks get_framework list_skills get_skill list_prompts get_prompt list_playbooks get_playbook list_datasets get_dataset search_tools get_tool list_reversals lookup_term
list_resources | Map 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. params: none |
search_site | Search 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 insensi params: query*, kind, category, tags, tag_match, limit, offset, cursor |
get_resource | Read 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. params: path* |
get_publication_info | Get an overview of The Revenue AI Report: its mission, editorial pillars, audience, sponsorship policy and article count. params: none |
list_publications | List published articles from The Revenue AI Report, newest first. Returns slug, title, summary, pillar, date and reading time. params: pillar, limit |
search_publications | Full-text search across The Revenue AI Report articles (titles, summaries, body text, keywords and FAQs). Returns matching articles with a short excerpt. params: query*, limit |
get_publication | Get the full text of one published article from The Revenue AI Report by its slug, including body paragraphs and FAQs. params: slug* |
list_research | List 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. params: query |
get_research | Read 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. params: slug* |
list_frameworks | List 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. params: none |
get_framework | Read one framework in full, including its definition, sections, related pages, and FAQs. params: slug* |
list_skills | Browse 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. params: role, task, level, query, limit |
get_skill | Read 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. params: slug* |
list_prompts | Browse 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. params: team, category, query, limit |
get_prompt | Get the full copy-ready text of one prompt from The Revenue AI Report prompt library, by slug. params: slug* |
list_playbooks | Browse 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. params: team, maturity, query, limit |
get_playbook | Read one playbook in full: every step with its owner, tool, pitfalls, and definition of done, plus the KPIs that prove it worked. params: slug* |
list_datasets | List 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. params: none |
get_dataset | Read one dataset's description, contents, full column schema, method notes, FAQs, and download URL. params: slug* |
search_tools | Search 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), o params: query, category, revenueFunction, tag, maturity, limit |
get_tool | Get 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 params: slug, name |
list_reversals | Read 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. params: query, limit |
lookup_term | Define 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. params: term*, limit |
Entries describe changes in tool definitions. They are not statements about a server, its quality or its author. The grade measures how the tool definitions fit model providers (token cost, schema compatibility, confusable names) as scored by the ToolFit engine at the time of the listing. JSON: append .json. Opt-out: how or hello@youraitools.co.