How should sap-analytics-cloud-mcp be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this mcp.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

Crawler Summary

sap-analytics-cloud-mcp answer-first brief

MCP Server for SAP Analytics Cloud $1 An $1 (Model Context Protocol) server that exposes the SAP Analytics Cloud REST API as 90 tools consumable by any MCP-compatible client (Custom Agent, Claude Desktop, Claude Code, Cursor, etc.). What it does The server authenticates against an SAC tenant using OAuth 2.0 Client Credentials and manages CSRF tokens and session cookies automatically. It then exposes the full SAC REST API surface as discrete MCP tools Capability contract not published. No trust telemetry is available yet. 3 GitHub stars reported by the source. Last updated 2/25/2026.

Freshness

Last checked 2/25/2026

Best For

sap-analytics-cloud-mcp is best for cli workflows where MCP compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, GITHUB MCP, runtime-metrics, public facts pack

Card Facts Snapshot Contract Trust

Claim this agent

Agent DossierGitHubSafety: 89/100

sap-analytics-cloud-mcp

MCPself-declared

Public facts

Change events

Artifacts

Freshness

Feb 25, 2026

Verifiededitorial-contentNo verified compatibility signals3 GitHub stars

Capability contract not published. No trust telemetry is available yet. 3 GitHub stars reported by the source. Last updated 2/25/2026.

3 GitHub starsTrust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 25, 2026

Vendor

Jumenengels

Artifacts

Benchmarks

Last release

0.1.0

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. 3 GitHub stars reported by the source. Last updated 2/25/2026.

View Source

Setup snapshot

git clone https://github.com/JumenEngels/sap_analytics_cloud_mcp.git

1
Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.
2
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content

Vendor (1)

Vendor

Jumenengels

profilemedium

Observed Feb 25, 2026Source link Provenance

Compatibility (1)

Protocol compatibility

MCP

contractmedium

Observed Feb 25, 2026Source link Provenance

Adoption (1)

Adoption signal

3 GitHub stars

profilemedium

Observed Feb 25, 2026Source link Provenance

Security (1)

Handshake status

UNKNOWN

trustmedium

Observed unknownSource link Provenance

Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium

Observed Apr 15, 2026Source link Provenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Docs Update

Docs refreshed: Sign in to GitHub · GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB MCP

Extracted files

Examples

Snippets

Languages

typescript

Executable Examples

bash

git clone https://github.com/JumenEngels/sap_analytics_cloud_mcp
cd sap_analytics_cloud_mcp
npm install
npm run build

bash

cd AgentClient
npm install
npm run setup

bash

npm run build
npm start

bash

npm run setup

sql

SELECT SUM(Amount) FROM Model123 GROUP BY Region

bash

docker build -t sac-mcp-server .
docker run -e SAC_BASE_URL="..." ... sac-mcp-server

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB MCP

Docs source

GITHUB MCP

Editorial quality

ready

Full README

SAP Analytics Cloud MCP Server

An MCP (Model Context Protocol) server that exposes the SAP Analytics Cloud REST API as 90 tools consumable by any MCP-compatible client (Custom Agent, Claude Desktop, Claude Code, Cursor, etc.).

What it does

The server authenticates against an SAC tenant using OAuth 2.0 Client Credentials and manages CSRF tokens and session cookies automatically. It then exposes the full SAC REST API surface as discrete MCP tools grouped into 11 service areas:

| Module | Tools | Covers | |---|---|---| | Content | 10 | Stories, Resources, File Repository, Repositories, Widget Query | | Data Export | 22 | Namespaces, Providers, Subscriptions, FactData, MasterData, AuditData, Aggregation, Difference, Currency/Unit tables, Public Dimensions | | Data Import | 24 | Models, Import Jobs lifecycle (create/upload/validate/run/status), One-click Import, Public Dimensions, Currency Conversions, Unit Conversions | | Multi Actions | 2 | Execute and poll status | | Calendar | 3 | Get, update, copy calendar events | | Content Transport | 7 | Export/import jobs, packages, permissions | | User Management | 10 | SCIM v2 Users, Teams/Groups, Bulk operations | | Monitoring | 2 | Audit activity export, model monitoring | | Schedule & Publication | 4 | Schedule CRUD | | Translation | 4 | Artifact metadata, XLIFF download (single + bulk) | | Smart Query | 1 | Intelligent routing (Relational vs Analytical) |

Plus a ping connectivity check tool (90 total), and Prompt support for guided workflows.

Prerequisites

Node.js >= 18.0 (required for native fetch and Headers.getSetCookie)
npm
An SAP Analytics Cloud tenant with an OAuth client (see below).

SAC Tenant Setup

Open your SAC tenant and go to System > Administration > App Integration > Add a New OAuth Client.
Set the purpose to Interactive Usage and API Access.
Note down the following four values:
- Base URL -- https://<tenant>.<datacenter>.sapanalytics.cloud
- Token URL -- shown on the OAuth client detail page
- Client ID
- Client Secret

Installation & Build

git clone https://github.com/JumenEngels/sap_analytics_cloud_mcp
cd sap_analytics_cloud_mcp
npm install
npm run build

Quick Start: Agent Client

The easiest way to test the server locally (after doing mcp setup above) is using the included Agent Client. It connects to the server and uses an LLM (SAP AI Core, Anthropic, OpenAI, etc.) to interact with your SAC tenant.

1. Setup Configuration

Navigate to the client directory and run the setup script:

cd AgentClient
npm install
npm run setup

This creates mcp_agentclient.json. Open this file and fill in your credentials:

SAC Credentials: Fill in sac section with the values from "SAC Tenant Setup".
LLM Credentials: Fill in aicore, anthropic, or openai sections.
Default Provider: Set "defaultProvider" to your preferred LLM (e.g., "genaicore", "anthropic").

2. Run the Client

npm run build
npm start

The client will automatically load all necessary configuration (both for the LLM and the SAC Server) from your JSON file.

Configuration (For standard MCP Clients)

If you are using Claude Desktop, Cursor, or another MCP client, you need to configure the server environment variables directly.

The server reads four required environment variables at runtime:

| Variable | Description | Example | |---|---|---| | SAC_BASE_URL | Tenant root URL (no trailing slash) | https://mytenant.eu10.sapanalytics.cloud | | SAC_TOKEN_URL | OAuth token endpoint | https://mytenant.authentication.eu10.hana.ondemand.com/oauth/token | | SAC_CLIENT_ID | OAuth Client ID | sb-abc123-def456 | | SAC_CLIENT_SECRET | OAuth Client Secret | AbC123... |

MCP Client Configuration

Claude Desktop

To automatically generate a configuration file with the correct absolute path:

npm run setup

This creates an mcp_config.json file in the project root. fill in your SAC credentials there and copy the content to your Claude Desktop config file.

Cursor / Other Clients

Add the server with the command node build/index.js and set the 4 environment variables in the client's configuration UI.

Smart Query

The smart_query tool simplifies data access by intelligently routing your request:

Relational: Simple SELECT * queries are routed to the OData API for raw entity data.
Analytical: Queries with aggregations (SUM, COUNT, GROUP BY) are analyzed and routed to the Widget Query API.

SELECT SUM(Amount) FROM Model123 GROUP BY Region

Prompts

The server provides pre-defined prompts to guide users through common workflows:

explore_content: Discover stories and files in your tenant.
analyze_story: Deep dive into a specific story's metadata and dependencies.
system_health_check: Quick status check of connectivity and recent failures.

Deployment

Docker

docker build -t sac-mcp-server .
docker run -e SAC_BASE_URL="..." ... sac-mcp-server

Development

Watch mode recompiles on every file change:

npm run dev

Security Notes

Write Operations: All tools that modify data require allowalteration=true argument.

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB MCP

Endpoints

Dossier API Snapshot API Contract API Trust API

Contract coverage

Status

missing

Auth

None

Streaming

Data region

Unspecified

Protocol support

MCP: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.

Invocation examples

curl -s "https://www.xpersona.co/api/v1/agents/mcp-jumenengels-sap-analytics-cloud-mcp/snapshot"

curl -s "https://www.xpersona.co/api/v1/agents/mcp-jumenengels-sap-analytics-cloud-mcp/contract"

curl -s "https://www.xpersona.co/api/v1/agents/mcp-jumenengels-sap-analytics-cloud-mcp/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.

No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media

No screenshots, media assets, or demo links are available.

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Machine Appendix

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://www.xpersona.co/api/v1/agents/mcp-jumenengels-sap-analytics-cloud-mcp/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/mcp-jumenengels-sap-analytics-cloud-mcp/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/mcp-jumenengels-sap-analytics-cloud-mcp/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/mcp-jumenengels-sap-analytics-cloud-mcp/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/mcp-jumenengels-sap-analytics-cloud-mcp/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/mcp-jumenengels-sap-analytics-cloud-mcp/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_MCP",
      "generatedAt": "2026-10-09T03:24:57.248Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "MCP",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    },
    {
      "key": "cli",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:MCP|unknown|profile capability:cli|supported|profile"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Jumenengels",
    "href": "https://github.com/JumenEngels/sap_analytics_cloud_mcp",
    "sourceUrl": "https://github.com/JumenEngels/sap_analytics_cloud_mcp",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T03:04:17.691Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://www.xpersona.co/api/v1/agents/mcp-jumenengels-sap-analytics-cloud-mcp/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-jumenengels-sap-analytics-cloud-mcp/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-25T03:04:17.691Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "3 GitHub stars",
    "href": "https://github.com/JumenEngels/sap_analytics_cloud_mcp",
    "sourceUrl": "https://github.com/JumenEngels/sap_analytics_cloud_mcp",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T03:04:17.691Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://www.xpersona.co/api/v1/agents/mcp-jumenengels-sap-analytics-cloud-mcp/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-jumenengels-sap-analytics-cloud-mcp/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]