mcp-registry/ai.analyticslegends/sap-analytics
Also listed as glama/analyticslegends/ai.analyticslegends/sap-analytics
Verdict. Analyticslegends Sap Analytics MCP server answered 100% of Glimind's liveness checks over 30 days, better than 42% of MCP servers, with 1393 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.
Data as of .
| Metric | Value | Better than |
|---|---|---|
| Uptime, 30 days | 100% | 42% of MCP servers |
| Median handshake latency | 1393 ms | 11% of MCP servers |
| p95 handshake latency | 3669 ms | — |
| Checks in 30 days | 5,001 | — |
| Outages, 90 days | 7 | — |
| Median recovery | 5 min | — |
| Agent-readiness score | 97/100 (A) | 91% of MCP servers |
| Tools | 22 | — |
| Tool-list size for an agent | ~10,275 tokens | 16% of MCP servers |
| Days observed | 29 | — |
As of 2026-10-27 01:45 UTC, the Analyticslegends Sap Analytics MCP server is up with a Glimind reliability score of 98/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks. It had 7 outages in 90 days, with a median recovery of 5 minutes.
SAP AI & analytics market data for agents: SAP firms, day rates, jobs, Joule & BDC news
Claude Code
claude mcp add --transport http analyticslegends-sap-analytics-mcp-serve https://analyticslegends.ai/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"analyticslegends-sap-analytics-mcp-serve": {
"type": "http",
"url": "https://analyticslegends.ai/mcp"
}
}
}
Third-party server, listed as discovered. Review its source before installing.
1 tool definition(s) exceed ~1,200 tokens each (largest: find_opportunities, ~1,585).
Move long reference material out of descriptions (link a doc or expose a resource), drop repeated examples, and collapse large enums. Trimming these to ~600 tokens saves ~985 tokens every session. How to fix →
In the last 30 days: 0 tool(s) removed and 7 schema change(s).
Add new tools or optional parameters instead of renaming or removing; deprecate first (say so in the description) and remove later. Agents cache tool contracts. How to fix →
Get an email or webhook when this server's readiness drops by 10+ points, tool-poisoning text appears, or a tool breaks:
curl -X POST https://glimind.com/v1/subscriptions -H 'content-type: application/json' -d '{"tools":["mcp-registry/ai.analyticslegends/sap-analytics"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/ai.analyticslegends/sap-analytics"}) over MCP.
find_opportunities ~1,585 tokenssearch_firms ~779 tokensquery_knowledge_graph ~704 tokenssearch_news ~697 tokensfind_partner_candidates ~626 tokensStatic checks of the advertised tools/list (schema, descriptions, annotations, tool-poisoning patterns, names, size) plus observed protocol, uptime, latency and contract changes. Read-only: no tool is ever called. Weights: schema 15, docs 20, safety 15, efficiency 15, compatibility 15, protocol 5, reliability 10, stability 5. Token counts are estimates (~3.6 characters per token).
Operator? Fix these, then re-check live. Embed the readiness badge:
[](https://glimind.com/server/mcp-registry%2Fai.analyticslegends%2Fsap-analytics?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Fai.analyticslegends%2Fsap-analytics?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fai.analyticslegends%2Fsap-analytics.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fai.analyticslegends%2Fsap-analytics.svg :target: https://glimind.com/server/mcp-registry%2Fai.analyticslegends%2Fsap-analytics?ref=badge :alt: MCP agent-readiness
Glimind records every version of this server's tool definitions in a signed, append-only transparency log. Current manifest sha256:eb0e27e9570327dc…, first seen 2026-10-25, included at leaf 66359 of 76,654. Version history · verify what your client received.
Compare: most reliable data servers · most reliable knowledge servers · most reliable search servers
Glimind tells agents whether a server is up right now and how to call it, then fails over to a live alternative when it isn't.
Claude Code
claude mcp add --transport http glimind https://glimind.com/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"glimind": {
"type": "http",
"url": "https://glimind.com/mcp"
}
}
}
As of 2026-10-27 01:45 UTC, the Analyticslegends Sap Analytics MCP server is up with a Glimind reliability score of 98/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks. It had 7 outages in 90 days, with a median recovery of 5 minutes.
Analyticslegends Sap Analytics MCP server advertises 22 tools, including count_firms_by, find_academy_modules, find_opportunities, find_partner_candidates, find_sap_clients.
Point your MCP client at this streamable-http endpoint: https://analyticslegends.ai/mcp
Glimind scanned all 22 tool definitions for tool-poisoning patterns — hidden or invisible characters, instructions that override the model, concealment from the user, requests to read credential or MCP config files, conversation exfiltration and cross-tool shadowing — and found none. This checks what the server tells the model, not what its code does; review the source before granting access to sensitive data.
Status page: 90-day uptime, every outage and how long it lasted.
Claim this listing to get the Verified operator marker, a remediation checklist and owner analytics, or embed the live badge from any of the tool pages above. Maintainers: alerts, deploy attestation and monthly reports.
Status is an automated estimate from Glimind's liveness checks (handshake and tool listing only; no tool is ever called) and may lag or differ from your network. Glimind is not affiliated with this server or its operator. Operator? Request a correction or opt out at https://glimind.com/opt-out.