The Revenue AI Report
mcp remote · streamable-http · v0.2.0 · source: crawl
https://www.therevenueaireport.com/mcp
Independent weekly on AI in B2B revenue teams: articles, frameworks, skills, playbooks, datasets.
Works
100
Verified Oct 31, 2026 · p50 1020 ms · p95 3209 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'the-revenue-ai-report' |
| tools_listed | 15 | pass | 23 tools |
| schema_complete | 15 | pass | 23 of 23 tools have a description and a typed schema |
| latency_p50 | 10 | pass | p50 1020 ms |
| latency_p95 | 5 | pass | p95 3209 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (23)
| Name | Description | Schema |
|---|---|---|
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. | typed |
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 | typed |
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 profil | typed |
get_publication_info | Get an overview of The Revenue AI Report: its mission, editorial pillars, audience, sponsorship policy and article count. | typed |
list_publications | List published articles from The Revenue AI Report, newest first. Returns slug, title, summary, pillar, date and reading time. | typed |
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. | typed |
get_publication | Get the full text of one published article from The Revenue AI Report by its slug, including body paragraphs and FAQs. | typed |
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. | typed |
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 | typed |
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 l | typed |
get_framework | Read one framework in full, including its definition, sections, related pages, and FAQs. | typed |
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. | typed |
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. | typed |
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. | typed |
get_prompt | Get the full copy-ready text of one prompt from The Revenue AI Report prompt library, by slug. | typed |
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 ma | typed |
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. | typed |
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. | typed |
get_dataset | Read one dataset's description, contents, full column schema, method notes, FAQs, and download URL. | typed |
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, descripti | typed |
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 se | typed |
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 publi | typed |
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. | typed |
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