Analytics Legends — SAP Analytics Intelligence

warnings

analyticslegends.ai

AI agent for SAP analytics: firms, day rates, contract radar, news, concepts, studies

https://analyticslegends.ai/mcpWebsiteNo authMCP 2025-11-25v1.0.6last checked 24 Aug 2026spoke MCP on 2 of 2 checks (30 days)initialize in 385 ms

How to authenticate

Checked against the endpoint by our probe on 24 Aug 2026. These are the capabilities the server advertises, not a prediction about any particular client.

Scheme	No auth
Protected-resource metadata	✓Published (RFC 9728)
Anonymous access	Handshake succeeds; 20 tools listable
Credentials demanded in prose	✕get_concept_card, get_study, get_academy_module, find_sap_clients, get_sap_client_profile, get_firm_intel These tools are listed anonymously and their own descriptions ask for an account or key, but no challenge is issued — so a client has nothing to act on and the refusal arrives as a tool error.
Documentation	https://analyticslegends.ai/mcp-server/

What the probe found

warningTools needing credentials are listed without a challenge

6 of the 20 tools listed anonymously say in their own descriptions that they need an account or a key (get_concept_card, get_study, get_academy_module, find_sap_clients, get_sap_client_profile, get_firm_intel), but the endpoint issued no WWW-Authenticate challenge. The requirement is stated only in prose, so a call reaches the tool and comes back as a tool error instead of an authorization step.

Tools

count_firms_byfind_academy_modulesfind_opportunitiesfind_sap_clientsget_academy_moduleget_conceptget_concept_cardget_day_rate_benchmarkget_firmget_firm_intelget_sap_client_profileget_studylist_firm_kindslist_freelance_platformslist_sap_moduleslist_studiesquery_knowledge_graphsearch_conceptssearch_firmssearch_news

Contract history

24 Aug 2026v1.0.6first recorded contract

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Status badge

Status for a README, from the last probe — cached an hour, so up to seven hours behind the endpoint. Links back to this page.

[![MCP status](https://mcpi.app/servers/analytics-legends-sap-analytics-intelligence/badge.svg)](https://mcpi.app/servers/analytics-legends-sap-analytics-intelligence)