Directory / Analytics Legends — SAP Analytics Intelligence
Analytics Legends — SAP Analytics Intelligence
by analyticslegends.ai · https://analyticslegends.ai/mcp
AI agent for SAP analytics: firms, day rates, contract radar, news, concepts, studies
11 of 11 checks · 19 Oct 2026
What it can do
22 tools, in the server's own words.
search_firmsread-onlySearch the published Analytics Legends directory of SAP AI & analytics service providers — placement agencies, Big-4 and ESN practices, SAP vendors, platforms …
count_firms_byread-onlyAnswer a COUNTING question about the published firm directory in one call: how many organisations per country, per REGION (the six-value geography), per kind, …
get_firmread-onlyFetch one organisation from the published directory by its database slug (`rows[].slug` from search_firms, verbatim).
list_firm_kindsread-onlyBreakdown of the published firm directory by organisation kind, with a live row count per kind.
list_freelance_platformsread-onlyThe subset of the published directory where a consultant can CREATE A PROFILE — freelance marketplaces, job boards with candidate profiles, talent platforms an…
find_opportunitiesread-onlySearch every SAP contract and permanent-role posting Analytics Legends publishes to an ANONYMOUS visitor.
search_newsread-onlySearch the Analytics Legends market-news corpus.
search_conceptsread-onlySearch the SAP AI & analytics concept encyclopaedia — the vocabulary of the stack, written for practitioners.
get_conceptread-onlyFetch one concept entry by slug: title, category, level, tags and the editor's summary.
list_studiesread-onlyList the Analytics Legends deep-research studies with their edition, as-of date, audience, word count and canonical URL.
get_day_rate_benchmarkread-onlyThe PUBLIC day-rate aggregate for SAP AI & analytics freelance work: min/max daily rate by country, specialisation and seniority — `daily_rate_min` / `daily_ra…
list_sap_modulesread-onlyThe canonical SAP module/product taxonomy Analytics Legends classifies against (codes and EN/FR labels by category).
find_academy_modulesread-onlySearch the Analytics Legends Academy — the written training modules on SAP Datasphere, Business Data Cloud, SAP Analytics Cloud, BW/4HANA and Databricks — by t…
query_knowledge_graphread-onlyThe RELATIONS between the platform's teaching objects — which Academy module teaches which concept, which study covers which module, what a concept relates to.
get_concept_cardread-onlyThe FULL encyclopaedia card for one concept — body, cheat sheet, glossary, pro tip, and the four analysis tables (decision table, peer comparison, named pitfal…
get_studyread-onlyRead one Analytics Legends study BODY — the paid text behind list_studies' metadata.
get_academy_moduleread-onlyRead one Academy training module in full — body, learning objectives and summary, EN, FR and DE — the written course corpus the €29.90 Consultant Pass sells.
find_sap_clientsread-onlySearch the SAP END-CUSTOMER corpus — the companies that RUN SAP, not the firms that sell services (those are search_firms).
get_sap_client_profileread-onlyThe full profile of one SAP end-customer — SAP footprint (products in use, modules known), analytics solutions, identity and evidence fields.
get_expansion_briefread-onlyThe 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 L…
find_partner_candidatesread-onlyRank the LOCAL service providers of a target country or region — the firms a practice partners with, subcontracts to, or acquires to enter a market.
get_firm_intelread-onlyThe paid intelligence profile of a services firm — SAP practice size and partner level, delivery flags per product, typical day rate and seniority, notable cli…
Test results
Safe mode: only tools labeled read-only were run. How the test works
- !Resources and prompts worknote
1 warning ()
- –Could not list resources: the server limited our requests (HTTP 429)
- !Listing resource templates failed: Error POSTing to endpoint: {"jsonrpc":"2.0","id":80,"error":{"code":-32000,"message":"Too many requests in a 10-second window (20 max). Slo…
- –Could not list prompts: the server limited our requests (HTTP 429)
- ✓ConnectsConnected in 318 mspass
- ✓Ready for the newest MCP versionUses the latest MCP version (2026-07-28)pass
- ✓Lists its toolsFound 22 toolspass
- ✓Every tool is describedAll 22 tools and their inputs are describedpass
- ✓Tools are labeled safe or dangerousEvery tool has a safety labelpass
- ✓No hidden instructionsNo hidden instructions found in tool descriptionspass
- ✓Tools work with good inputspass
All good
- ✓search_firms: Worked (1.3 s)
- ✓count_firms_by: Worked (944 ms)
- ✓get_firm: Answered with an error, probably because of our sample input: { "tool": "get_firm", "error": "No firm with slug 'test' in the published tranche.", "hint": "The firm may exist in a paid dataset, or the …
- ✓list_firm_kinds: Worked (1.1 s)
- ✓list_freelance_platforms: Worked (922 ms)
- ✓search_news: Worked (1.1 s)
- ✓search_concepts: Worked (1.0 s)
- ✓get_concept: Answered with an error, probably because of our sample input: { "tool": "get_concept", "error": "No active concept with slug 'test'.", "hint": "Call search_concepts to list valid slugs.", "_attribution…
- and 14 more
- ✓Bad inputs give a clean errorpass
All good
- ✓search_firms: Refused wrong type for "query" with a clear error
- ✓count_firms_by: Refused missing required input "by" with a clear error
- ✓count_firms_by: Refused wrong type for "by" with a clear error
- ✓get_firm: Refused missing required input "slug" with a clear error
- ✓get_firm: Refused wrong type for "slug" with a clear error
- ✓list_freelance_platforms: Refused wrong type for "country" with a clear error
- ✓search_news: Refused wrong type for "query" with a clear error
- ✓search_concepts: Refused wrong type for "query" with a clear error
- and 15 more
- ✓Fast enoughpass
All good
- ✓Connecting took 318 ms
- ✓Listing tools took 294 ms
- ✓Average tool answer: 802 ms
- ✓search_firms: Slowest tool: search_firms (1.3 s)
- ✓No secrets leakedChecked 67 error messages: no secrets or internal detailspass
- –Tools work togetherNo tool's answer could be fed into another tool, so there were no chains to test (not counted either way)not tested
Test it yourself
Free and open source. Same checks, same score.
npx qamcp-cli https://analyticslegends.ai/mcpScore over time
- 13 Oct 202689
- 17 Oct 202694
- 18 Oct 2026100
- 19 Oct 202695
Reviews
Coming soon: reviews from people who use Analytics Legends — SAP Analytics Intelligence, signed in with GitHub, one per person. Reviews never change the score.
Soon you can claim this page: re-test it from here, reply to results, and show a "Tested by QAmcp" badge.
Have a concern, or want it removed? Ask us and we'll take it off the list. How the directory works