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Analytics Legends — SAP Analytics Intelligence

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analyticslegends.ai

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

https://analyticslegends.ai/mcpWebsiteNo authMCP 2025-11-25v1.0.8last checked 8 Oct 2026spoke MCP on 100% of 91 checks (30 days)initialize in 271 ms

Will my client connect?

Decided from what the probe found at the endpoint, and from what each client's own documentation says it can complete. Every row carries the day that documentation was read.

✓Claude CodeConnects

The endpoint answers an anonymous handshake, so no credential is needed.

claude mcp add --transport http analytics-legends-sap-analytics-intelligence https://analyticslegends.ai/mcp

Claude Code docs · read on 2026-08-30

✓Claude (claude.ai & Desktop)Connects

The endpoint answers an anonymous handshake, so no credential is needed.

Settings → Connectors → Add custom connector, then paste https://analyticslegends.ai/mcp.

Claude (claude.ai & Desktop) docs · read on 2026-08-30

✓ChatGPTConnects

The endpoint answers an anonymous handshake, so no credential is needed.

Settings → Apps → Advanced settings → Developer mode, then create a connector pointing at https://analyticslegends.ai/mcp.

ChatGPT docs · read on 2026-08-30

✓CursorConnects

The endpoint answers an anonymous handshake, so no credential is needed.

{
  "mcpServers": {
    "analytics-legends-sap-analytics-intelligence": {
      "url": "https://analyticslegends.ai/mcp"
    }
  }
}

Cursor docs · read on 2026-08-30

✓VS Code (Copilot)Connects

The endpoint answers an anonymous handshake, so no credential is needed.

{
  "servers": {
    "analytics-legends-sap-analytics-intelligence": {
      "type": "http",
      "url": "https://analyticslegends.ai/mcp"
    }
  }
}

VS Code (Copilot) docs · read on 2026-08-30

How to authenticate

Checked against the endpoint by our probe on 8 Oct 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; 22 tools listable
Credentials demanded in prose
✕get_concept_card, get_study, get_academy_module, find_sap_clients, get_sap_client_profile, get_expansion_brief, find_partner_candidates, 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

8 of the 22 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_expansion_brief, find_partner_candidates, 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_partner_candidatesfind_sap_clientsget_academy_moduleget_conceptget_concept_cardget_day_rate_benchmarkget_expansion_briefget_firmget_firm_intelget_sap_client_profileget_studylist_firm_kindslist_freelance_platformslist_sap_moduleslist_studiesquery_knowledge_graphsearch_conceptssearch_firmssearch_news

Contract history

2 Oct 2026v1.0.81 breaking1 cosmetic

Breaking: find_partner_candidates

1 Oct 2026v1.0.83 cosmeticinstructions rewritten

Instructions rewritten: find_sap_clients, get_expansion_brief. The description an agent follows changed; the callable contract may not have.

30 Sep 2026v1.0.72 cosmeticinstructions rewritten

Instructions rewritten: get_expansion_brief, get_firm. The description an agent follows changed; the callable contract may not have.

30 Sep 2026v1.0.64 compatibleinstructions rewritten

Instructions rewritten: count_firms_by, search_firms. The description an agent follows changed; the callable contract may not have.

30 Sep 2026v1.0.61 compatible
29 Sep 2026v1.0.610 cosmeticinstructions rewritten

Instructions rewritten: find_opportunities, get_day_rate_benchmark, list_sap_modules, search_concepts, search_firms, search_news, brief_sap_analytics_market, explain_sap_analytics_term. The description an agent follows changed; the callable contract may not have.

25 Sep 2026v1.0.61 compatible
24 Sep 2026v1.0.61 compatible1 cosmeticinstructions rewritten

Instructions rewritten: find_opportunities, get_day_rate_benchmark. The description an agent follows changed; the callable contract may not have.

24 Sep 2026v1.0.61 compatible1 cosmetic
21 Sep 2026v1.0.62 cosmeticinstructions rewritten

Instructions rewritten: find_opportunities, get_day_rate_benchmark. The description an agent follows changed; the callable contract may not have.

20 Sep 2026v1.0.63 cosmeticinstructions rewritten

Instructions rewritten: get_concept, get_concept_card, search_concepts. The description an agent follows changed; the callable contract may not have.

17 Sep 2026v1.0.61 compatibleinstructions rewritten

Instructions rewritten: get_day_rate_benchmark. The description an agent follows changed; the callable contract may not have.

9 Sep 2026v1.0.62 cosmeticinstructions rewritten

Instructions rewritten: get_academy_module, get_concept_card. The description an agent follows changed; the callable contract may not have.

7 Sep 2026v1.0.61 compatible2 cosmeticinstructions rewritten

Instructions rewritten: get_firm_intel, list_studies, query_knowledge_graph. The description an agent follows changed; the callable contract may not have.

4 Sep 2026v1.0.61 compatible
3 Sep 2026v1.0.61 compatible
31 Aug 2026v1.0.61 cosmetic
28 Aug 2026v1.0.61 cosmeticinstructions rewritten

Instructions rewritten: find_opportunities. The description an agent follows changed; the callable contract may not have.

27 Aug 2026v1.0.65 cosmeticinstructions rewritten

Instructions rewritten: get_day_rate_benchmark, search_concepts. The description an agent follows changed; the callable contract may not have.

27 Aug 2026v1.0.69 cosmetic
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 badge for Analytics Legends — SAP Analytics Intelligence
[![MCP status](https://mcpi.app/servers/analytics-legends-sap-analytics-intelligence/badge.svg)](https://mcpi.app/servers/analytics-legends-sap-analytics-intelligence)