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logali-mcp-integration-suite MCP server · C · ToolBench

logali-mcp-integration-suite

github.com/logalitech/logali-mcp-integration-suite

MCP server for SAP Integration Suite (Cloud Integration): explore packages and iFlows and inspect message processing logs.

2026-07-28+STDIO6 tools

60/100

Definition Quality76

Protocol Readiness50

Supportability40

Spec posture

Inferred effective spec 2026-07-28+·current baseline 2026-07-28

Static source inference · medium confidence · detected: Dynamic Client Registration

Deprecated protocol patterns detected

Summary

Server provides 6 read-only tools with consistent naming (verb_noun pattern: list_*, get_*) and descriptions. All tools have input schemas with type definitions. However, parameter descriptions are sparse or missing entirely in several tools, and output schemas are not documented. Error handling exists but lacks recovery guidance. No tool annotations (readOnlyHint) despite all tools being read-only. Descriptions are adequate (100-200 chars) but could be more LLM-optimized with dependency hints and constraints.

Tools (6)

get_iflowread onlyauthsource verified77/100

Return the metadata of a single integration flow design time artifact by Id and version. Read-only.

get_message_logread onlyauthsource verified78/100

Fetch a single message processing log by MessageGuid. When the log status is FAILED, the associated error text is retrieved and included. Read-only.

list_deployed_artifactsread onlyauthsource verified72/100

List integration runtime artifacts with their deployment status. Returns Id, Name, Status and Version. Read-only.

list_iflowsread onlyauthsource verified78/100

List the integration flow design time artifacts inside a package. Returns iFlow Id, Name and Version. Read-only.

list_message_logsread onlyauthsource verified78/100

List recent message processing logs, most recent first. Optional status filter (for example FAILED or COMPLETED), a look back window in hours, and a result limit. Read-only.

list_packagesread onlyauthsource verified72/100

List the integration packages in the tenant. Returns Id, Name, Version and Vendor. Read-only.

Issues (5)

HIGHtool ↗

Output schemas not documented. LLMs cannot infer what fields are returned or plan downstream tool calls. E.g., list_packages returns 'Id, Name, Version and Vendor' but no structured schema is visible in code.

list_packageslist_iflowsget_iflowlist_deployed_artifactslist_message_logsget_message_log

MEDIUMtool-annotations ↗

No tool annotations (readOnlyHint, destructiveHint, idempotentHint). All 6 tools are read-only but lack explicit annotation. Agents cannot determine safety/idempotency without reading descriptions.

list_packageslist_iflowsget_iflowlist_deployed_artifactslist_message_logsget_message_log

MEDIUMconstrained-input ↗

Parameter descriptions incomplete. 'hoursBack' and 'top' in list_message_logs lack units/constraints. 'status' filter lacks enum values (FAILED, COMPLETED, RETRY mentioned in description but not in schema).

list_message_logs

Recommendations

Add readOnlyHint: true to all 6 tool definitions in registerArtifactTools() and registerLogTools() to signal idempotency and safety to agents.
Document output schemas for each tool. E.g., list_packages should declare: {type: 'object', properties: {packages: {type: 'array', items: {type: 'object', properties: {id, name, version, vendor}}}}}.
Convert 'status' parameter in list_message_logs to an enum: ['FAILED', 'COMPLETED', 'RETRY'] in the schema, not just in the description.
Add pagination to list_packages and list_deployed_artifacts: accept 'limit' (default 20, max 100) and 'offset' (default 0) parameters; return total count.
Enhance error messages with recovery hints. E.g., if ConfigurationError is raised, suggest 'Set CPI_BASE_URL, CPI_TENANT_ID, and authentication env vars. See README for details.'

Score history

Overall score trend

First recorded score · v2 rubric

60/100

Scored	Grade	Overall	Spec posture	Rubric
2026-09-23	C	60	2026-07-28+	v2