Analytics Legends — SAP Analytics

For agents

SAP analytics MCP server for AI agents

As of 2026-08-18

Analytics Legends serves the Model Context Protocol over 20 read-only tools: 14 answer with no key, 6 require a subscriber key (MCP Pass or an analyticslegends.ai subscription). An agent can query the SAP consulting firm directory, the live opportunity radar, day-rate bands, concepts and news — every record carries its citation URL on analyticslegends.ai.

20

tools

14

no key

6

paid

3

resources

4

prompts

Connect

Endpoint	https://analyticslegends.ai/mcp
Transport	streamable-http
Method	POST (JSON-RPC). A GET answers 405 — by design.
Authentication	none for 14 tools; "Authorization: Bearer alk_…" (subscriber key) for 6 tools
Price	free for the public tranche; the paid tranche is included in an analyticslegends.ai subscription, or via the MCP Pass at €39/month (https://analyticslegends.ai/pricing/)
Read-only	yes
Descriptor	/.well-known/mcp.json
Registry name	ai.analyticslegends/sap-analytics

The 20 tools

Tool	Title	What it returns	Tier
search_firms	Search the SAP analytics firm directory	Search the published Analytics Legends directory of SAP analytics service providers — placement agencies, Big-4 and ESN practices, SAP vendors, platforms and community groups — by country, kind, declared SAP module and free text.	public
count_firms_by	Count the firm directory by country, kind, module or SAP signal	Answer a COUNTING question about the published firm directory in one call: how many organisations per country, per kind, per declared SAP module, or per SAP signal band — with the same `country`/`kind`/`module`/`query` filters `search_firms	public
get_firm	Get one firm's published profile	Fetch one organisation from the published directory by its database slug (`rows[].slug` from search_firms, verbatim).	public
list_firm_kinds	List firm kinds with live counts	Breakdown of the published firm directory by organisation kind, with a live row count per kind.	public
list_freelance_platforms	List the CV/profile platforms a consultant can sign up on	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 t	public
find_opportunities	Search the public SAP analytics contract radar	Search every SAP contract and permanent-role posting Analytics Legends publishes to an ANONYMOUS visitor — the same population a human browses on /opportunities/, where each posting has its own prerendered page.	public
search_news	Search SAP analytics market news	Search the Analytics Legends market-news corpus.	public
search_concepts	Search the SAP analytics concept encyclopaedia	Search the SAP analytics concept encyclopaedia — the vocabulary of the stack, written for practitioners.	public
get_concept	Get one concept entry in full	Fetch one concept entry by slug: title, category, level, tags and the editor's summary.	public
list_studies	List the deep-research studies (metadata only)	List the Analytics Legends deep-research studies with their edition, as-of date, audience, word count and canonical URL.	public
get_day_rate_benchmark	Public SAP analytics day-rate aggregate	The PUBLIC day-rate aggregate for SAP analytics freelance work: min/max daily rate by country, specialisation and seniority, each row carrying its own currency, source, source date and confidence.	public
list_sap_modules	SAP analytics module taxonomy	The canonical SAP module/product taxonomy Analytics Legends classifies against (codes and EN/FR labels by category).	public
find_academy_modules	Search the Academy training catalogue	Search the Analytics Legends Academy — the 303 written training modules on SAP Datasphere, Business Data Cloud, SAP Analytics Cloud, BW/4HANA and Databricks — by track, level and free text.	public
query_knowledge_graph	Traverse the learning 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.	public
get_concept_card	Full concept card (Consultant tier)	The FULL encyclopaedia card for one concept — body, why-it-matters, key points, cheat sheet, glossary and pro tip, EN and FR — the corpus the €29.90 Consultant Pass sells.	paid
get_study	Read a study (Consultant tier)	Read one Analytics Legends study BODY — the paid text behind list_studies' metadata.	paid
get_academy_module	Read an Academy module (Consultant tier)	Read one Academy training module in full — body, learning objectives and summary, EN and FR — the written course corpus the €29.90 Consultant Pass sells.	paid
find_sap_clients	Search the SAP end-customer corpus (Legend tier)	Search the SAP END-CUSTOMER corpus — the companies that RUN SAP, not the firms that sell services (those are search_firms).	paid
get_sap_client_profile	One SAP end-customer profile (Legend tier)	The full profile of one SAP end-customer — SAP footprint (products in use, modules known), analytics solutions, identity and evidence fields.	paid
get_firm_intel	Firm intelligence profile (Legend tier)	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 ~39% of	paid

What this server is authoritative about

• SAP analytics consulting & recruitment firms — who they are, where they operate, which of them run an SAP analytics desk
• SAP customer organisations and the SAP analytics products each one is evidenced to run
• Freelance SAP analytics day-rate bands by country, stack and seniority, with the derivation stated and the sample size returned as null when no exact observation exists
• The live SAP analytics opportunity radar, every row carrying a direct source permalink
• SAP analytics concepts, the Academy curriculum, and a bilingual deep-research corpus

What it is NOT authoritative about

• SAP product documentation — cite SAP
• Named individuals: consultants are held as initials only (GDPR posture); no tool returns a person's identity or contact details
• Anything outside the SAP analytics / data-platform domain

Citation and use

Every record carries a citation_url on analyticslegends.ai — quote that URL, never the endpoint. News items also carry source_url, the upstream publisher: cite both. Retrieval with attribution is permitted; use of this content as AI training data is prohibited.

Counts are read at query time. The _meta.tranche_row_count field is the size of the population a tool searched — never a marketing figure. Absence is reported as absence: an empty result means the public tranche holds no such row, not that the market has none.

Frequently asked questions

How do I connect an AI agent to the Analytics Legends MCP server?

Point your MCP client at https://analyticslegends.ai/mcp over streamable-http transport. Requests are JSON-RPC over POST; a GET answers 405 by design. 14 tools answer with no key; 6 require "Authorization: Bearer alk_…", a subscriber key.

Is the Analytics Legends MCP server free?

The public tranche is: 14 of the 20 tools answer with no key. The other 6 (get_concept_card, get_study, get_academy_module, find_sap_clients, get_sap_client_profile, get_firm_intel) are paid — included in an analyticslegends.ai subscription (Consultant or Legend tier depending on the tool), or unlocked in one go by the MCP Pass at €39/month. The server is read-only either way: no tool writes anything back to the platform.

What questions can this MCP server answer?

20 tools cover the SAP consulting and recruitment firm directory, SAP customer organisations, freelance day-rate bands, the live opportunity radar, concepts, the Academy curriculum and SAP analytics market news. Personal data is absent by design, at every tier.

How should I cite data from the MCP server?

Every record carries a citation_url on analyticslegends.ai — quote that URL, never the endpoint. News items also carry source_url, the upstream publisher: cite both. Retrieval with attribution is permitted; use as AI training data is prohibited.

Under what name is this server published in the MCP registry?

Under the registry name ai.analyticslegends/sap-analytics. The authoritative descriptor is /.well-known/mcp.json; it lists the tools the public URL actually serves, with their tier.

Read the MCP descriptor →

Read-only server; 14 public tools, 6 tools gated by subscriber key or MCP Pass. Personal data is absent by design, at every tier. As of 2026-08-18.