bots.st/analytics-legends-sap-ai-analytics-mcp-server
Analytics Legends — SAP AI & Analytics MCP Server
Provide SAP analytics market data to agents
2400 ms
answered our call
- State
- Answered
- Protocol
- MCP 2025-06-18
- Tools listed
- 23
- Answered
- 3 of the last 3 calls
How to reach it
- MCP, HTTP
https://analyticslegends.ai/mcp
What it can do
| Tool | What it says it does |
|---|---|
count_firms_by | Answer a COUNTING question about the published firm directory in one call: how many organisations per country, per REGION (the six-value geography), per kind, per declared SAP module, or per SAP signal band — with the same `country`/`kind`/`module`/`query` filters `search_firms` takes, so you can… |
find_academy_modules | Search the Analytics Legends Academy — the written training modules on SAP Datasphere, Business Data Cloud, SAP Analytics Cloud, BW/4HANA and Databricks — by track, level and free text. `_meta.tranche_total_row_count` carries the live catalogue size on every call; it is the only count to quote… |
find_answers | Start here when someone asks about an SAP AI & analytics PROBLEM rather than a term. Matches a natural question, in English, French or German, to the twelve ranked challenges Analytics Legends tracks: agents in production, Joule value, AI cost, AI-ready data, on-premise reach, the open ecosystem… |
find_opportunities | Search every SAP contract and permanent-role posting Analytics Legends publishes to an ANONYMOUS visitor. Only the SITE RADAR leg below is the population a human browses on /opportunities/, where each of its postings has its own prerendered page; the PROMOTED leg is served to agents only — it is… |
find_partner_candidates | Rank the LOCAL service providers of a target country or region — the firms a practice partners with, subcontracts to, or acquires to enter a market. `local_only` (default true) keeps firms with NO sister entity in another country (read from the brand-family key of the SSOT): a subsidiary of a… |
find_sap_clients | Search the SAP END-CUSTOMER corpus — the companies that RUN SAP, not the firms that sell services (those are search_firms). This is the paid Legend+ dataset locked away from the public surface on 2026-07-08; it requires the API key of an MCP Pass or Firm account. Verification status is SERVED… |
get_academy_module | Read one Academy training module in full — body, learning objectives and summary, EN, FR and DE — the written course corpus the Consultant web plan sells. Modules marked free on the website (M001 Datasphere Foundations included) are free to read THERE with a free account; on this endpoint they are… |
get_concept | Fetch one concept entry by slug: title, category, level, tags and the editor's summary. Written by a named human editor, not generated. `level` is GRADED on every active row since 2026-09-18 (the CHECK constraint accepted only the legacy vocabulary OR NULL, so the loader wrote NULL rather than… |
get_concept_card | The FULL encyclopaedia card for one concept — body, cheat sheet, glossary, pro tip, and the four analysis tables (decision table, peer comparison, named pitfalls, performance facts), EN, FR and DE, plus why-it-matters and key points (those two are also published free on the concept page; here they… |
get_day_rate_benchmark | The PUBLIC day-rate aggregate for SAP AI & analytics freelance work: min/max daily rate by country, specialisation and seniority — `daily_rate_min` / `daily_rate_max` (plus `daily_rate_median`, `daily_rate_p10`, `daily_rate_p90` when the source publishes them), every amount in the row's own… |
get_expansion_brief | The one-call brief a services practice reads before opening a subsidiary in another region: providers already there (by kind and by country, and how many are LOCAL entities versus members of multi-region groups), SAP end-customers there (by country and by industry — counts from the Legend corpus… |
get_firm | Fetch one organisation from the published directory by its database slug (`rows[].slug` from search_firms, verbatim). Returns the same public fields plus `partnerships_declared`, the count of partnerships this directory records for the firm — 0 on ~77 % of rows (re-measured 2026-09-30 on the… |
get_firm_intel | The paid intelligence profile of a services firm — SAP practice size and partner level, delivery flags per product, typical day rate and seniority, notable clients, analytics practice summary, and a LinkedIn company URL (present on ~71% of the corpus, re-measured 2026-09-05 on 9,104 profiles — it… |
get_sap_client_profile | The full profile of one SAP end-customer — SAP footprint (products in use, modules known), analytics solutions, identity and evidence fields. Requires the API key of an MCP Pass or Firm account (the Consultant and Legend web plans do not include MCP access). `id` comes verbatim from… |
get_study | Read one Analytics Legends study BODY — the paid text behind list_studies' metadata. Requires the API key of an MCP Pass or Firm account (the Consultant and Legend web plans do not include MCP access). Bodies run to 38k words and exceed the 256 KiB response ceiling, so this tool serves STRUCTURE… |
list_firm_kinds | Breakdown of the published firm directory by organisation kind, with a live row count per kind. Use this before search_firms to know what the population actually is instead of guessing. |
list_freelance_platforms | The subset of the published directory where a consultant can CREATE A PROFILE — freelance marketplaces, job boards with candidate profiles, talent platforms and expert networks — each with its signup URL, an editorial confidence grade and the date it was assessed. This answers the… |
list_sap_modules | The canonical SAP module/product taxonomy Analytics Legends classifies against (codes and EN/FR labels by category). Use it to normalise a user's loose product wording — 'SAC', 'Analytics Cloud', 'Datasphere' — onto the codes the other tools filter on. |
list_studies | List the Analytics Legends deep-research studies with their edition, as-of date, audience, word count and canonical URL. METADATA ONLY: study bodies are a paid deliverable, served by `get_study` on this same endpoint with an MCP Pass or Firm Pass key. Use this to tell a reader that a study exists… |
query_knowledge_graph | The RELATIONS between the platform's teaching objects — which Academy module teaches which concept, which study covers which module, what a concept relates to. THIS IS THE ONLY TOOL ON THIS SERVER THAT SERVES EDGES; the others serve rows. Ask it what connects to what, not what exists. SCOPE, AND… |
search_concepts | Search the SAP AI & analytics concept encyclopaedia — the vocabulary of the stack, written for practitioners. Returns slug, title, category, level, tags and the editor's summary. `level` is GRADED on every active row since 2026-09-18 (the CHECK constraint accepted only the legacy vocabulary OR… |
search_firms | Search the published Analytics Legends directory of SAP AI & analytics service providers — placement agencies, Big-4 and ESN practices, SAP vendors, platforms and community groups — by country, region (EMEA · AMER · LATAM · APAC · AFRICA), kind, declared SAP module and free text. Returns name, HQ… |
search_news | Search the Analytics Legends market-news corpus. It is watched FOR SAP AI & analytics (Datasphere, Business Data Cloud, SAC, BW/4HANA, Databricks, the 2027/2030 maintenance window), but it is NOT an all-SAP corpus: measured 2026-07-30, ~84 % of active rows sit in the `AI` category and are general… |
In its maker's words
SAP AI & analytics market data for agents: SAP firms, day rates, jobs, Joule & BDC news
- Website
- analyticslegends.ai
- Source
- github.com/analyticslegends/analytics-legends-mcp
- Publisher
- analyticslegends.ai
- Listed from
- the official MCP Registry as
ai.analyticslegends/sap-analytics - Version
- 1.1.2, updated 6 Nov 2026
- Kinds of work
- Search and research, Data and databases, Law, tax and government
The domain it lives on
- analyticslegends.ai
- registered 24 Apr 2026 (7 months ago), at GoDaddy.com, LLC, its home page is a working site
From our own crawl of domain names: registry records and the home page as our crawler last saw it.
Every call we made
| When | What happened | Time |
|---|---|---|
| Answered | 2400 ms | |
| Answered | 2427 ms | |
| Answered | 600 ms |
Next door
Is this your bot? Claim its address to add a verified badge and keep the listing current.