dataverse-mcp CLAUDE.md

dataverse-mcp

Purpose

This repository is a Python MCPServer (mcp.server.mcpserver) server for Microsoft Dataverse (Web API v9.2), with tools implemented under src/dataverse_mcp/tools/.

Keep These Invariants

• Python 3.10+, Pydantic v2, mcp[cli], httpx>=0.20.0,<1.0
• Follow existing project patterns; do not introduce new architectural styles without clear need
• Tool modules stay domain-scoped (solutions.py, tables.py, metadata.py, environments.py)
• Use async httpx patterns already established in this codebase

Tool Design Rules

• Tool names: dataverse_{verb}_{noun}
• Input models: {Action}{Resource}Input in src/dataverse_mcp/models.py
• Input models must use ConfigDict(str_strip_whitespace=True, extra='forbid')
• Use Field(...) constraints/descriptions on public tool inputs
• Set tool annotations truthfully:
  • readOnlyHint=True only for read operations
  • destructiveHint=True for delete operations
  • idempotentHint=True for GET/PUT/DELETE style behavior
  • openWorldHint=True

Response and Error Contract

• Every tool returns str containing JSON (no Markdown)
• Do not raise uncaught exceptions from tools
• HTTP/API failures should return:

{"error": true, "message": "Actionable message"}

• Catch httpx.HTTPStatusError before broad exceptions
• Include count on list-style responses
• Include has_more where pagination applies

Dataverse-Specific Conventions

• Use entity_set_name where table collection names are required
• Prefer explicit select in queries to keep payloads small
• Default paging should remain conservative (top=50 unless tool-specific needs differ)
• Navigation properties in expand are case-sensitive
• Use lowercase logical names where Dataverse expects logical names
• The Dataverse base URL must be supplied per call via dataverse_url; there is no server-side fallback

Security and Config Hygiene

• Never hardcode or commit credentials, tenant IDs, client IDs, or real org URLs
• Use generic placeholders in docs/examples (yourorg, your-tenant-id, your-client-id)
• Keep authentication env-driven (DATAVERSE_AUTH_TYPE supports interactive and azure_cli)
• Write/delete behavior is controlled by server env flags (DATAVERSE_ALLOW_WRITE, DATAVERSE_ALLOW_DELETE)