# Analyticslegends Sap Analytics MCP server

Source: https://glimind.com/server/mcp-registry%2Fai.analyticslegends%2Fsap-analytics
Registry id: `mcp-registry/ai.analyticslegends/sap-analytics`
Status: live (checked 2026-10-27T06:15:42.966Z)

## Verdict

Analyticslegends Sap Analytics MCP server answered 100% of Glimind's liveness checks over 30 days, better than 42% of MCP servers, with 1350 ms median handshake and 7 outages in 90 days. Its agent-readiness grade is A (97/100) across 22 tools, costing an agent about 10,275 tokens to load. Checked every few minutes; no tool is ever called.

## Measurements (30 days)

| Metric | Value | Better than |
|---|---|---|
| Uptime, 30 days | 100% | 42% of MCP servers |
| Median handshake latency | 1350 ms | 10% of MCP servers |
| p95 handshake latency | 3648 ms | — |
| Checks in 30 days | 5,050 | — |
| Outages, 90 days | 7 | — |
| Median recovery | 5 min | — |
| Agent-readiness score | 97/100 (A) | 90% of MCP servers |
| Tools | 22 | — |
| Tool-list size for an agent | ~10,275 tokens | 16% of MCP servers |
| Days observed | 29 | — |

## Install

```json
{
  "mcpServers": {
    "analyticslegends-sap-analytics-mcp-serve": {
      "type": "http",
      "url": "https://analyticslegends.ai/mcp"
    }
  }
}
```

Claude Code:

```sh
claude mcp add --transport http analyticslegends-sap-analytics-mcp-serve https://analyticslegends.ai/mcp
```

## Tools (22)

- `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, p
- `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 tr
- `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 huma
- `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
- `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 loc
- `get_academy_module`: Read 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. On
- `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 eve
- `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 pitfall
- `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_rat
- `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 LO
- `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 `partn
- `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 clie
- `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 a subscri
- `get_study`: Read one Analytics Legends study BODY — the paid text behind list_studies' metadata. Requires a subscriber API key, Consultant tier or above. Bodies run to 38k 
- `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 actuall
- `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
- `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 
- `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 
- `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. 
- `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
- `search_firms`: Search the published Analytics Legends directory of SAP AI & analytics service providers — placement agencies, Big-4 and ESN practices, SAP vendors, platforms a
- `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

Measured by Glimind (https://glimind.com): MCP handshake + tool list only, no tool is ever called. CC BY 4.0.