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Prosuite

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MCP server that exposes Dira ProSuite quality verification to AI assistants, enabling data quality checks on geospatial datasets through natural language.

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About

MCP server that exposes Dira ProSuite quality verification to AI assistants, enabling data quality checks on geospatial datasets through natural language.

README

MCP server that exposes Dira ProSuite quality verification to AI assistants (Claude, etc.).

Prerequisites

A running ProSuite Quality Verification Server reachable from the host where this server runs.

Configuration

Environment variable Default Description
PROSUITE_HOST localhost ProSuite service host
PROSUITE_PORT 5151 ProSuite service port
PROSUITE_SSL_CERT_PATH Path to PEM certificate for TLS

Usage

Windows users: see docs/windows-setup.md for a step-by-step guide including uv and Claude Code installation.

Both options below assume you create a project directory first:

mkdir mytest
cd mytest
uv init --python 3.12
uv add prosuite-mcp

Claude Code CLI

Register the server from inside mytest, then start Claude:

claude mcp add prosuite \
  -e PROSUITE_HOST=localhost \
  -e PROSUITE_PORT=5151 \
  -- uv run prosuite-mcp

claude

The -- uv run prosuite-mcp tells Claude Code to start the MCP server via uv run in the current project, so prosuite-mcp is resolved from the local .venv. Run claude from the same mytest directory each time.

Copilot CLI

Register the server from inside mytest, then start Copilot:

copilot mcp add prosuite \
  -e PROSUITE_HOST=localhost \
  -e PROSUITE_PORT=5151 \
  -- uv run prosuite-mcp

Tools

load_spec <path> — Loads a .qa.xml spec file. Call this at the start of a session with the path to your spec (local drive, OneDrive, network share). Replaces any previously loaded spec.

search_spec <query> [max_results] — Searches the loaded .qa.xml spec for conditions matching a natural-language query (English, German, French, Italian). Returns up to max_results (default 20) matching conditions with pre-filled condition_request blocks ready to pass directly to run_verification, plus the required_datasets list. Requires a spec to be loaded first via load_spec.

list_conditions [search] — Lists available quality conditions. Pass a keyword to filter by name or description.

describe_condition <name> — Shows the full docstring and parameter list for a condition, including which parameters expect dataset names vs. primitive values.

run_verification — Runs an ad-hoc quality verification against a workspace. Key parameters:

Parameter Type Description
model_catalog_path string Workspace path on the server (C:/data/my.gdb, .sde file, …)
model_name string Logical name for the data model
datasets list Feature classes/tables: {name, filter_expression?}
conditions list Conditions to run: {condition, params}
output_dir string? Server-side directory for Issues.gdb and HTML report
envelope object? Spatial filter {x_min, y_min, x_max, y_max}

Returns a summary with status, total_errors, and a per-condition breakdown.

Example

Once connected, you talk to Claude in plain language:

Check road connectivity in C:/data/tlm.sde.

With a spec loaded, Claude calls search_spec to find the relevant pre-configured conditions from the .qa.xml file, then calls run_verification with the pre-filled parameters and returns a summary of errors per condition.

Without a spec, Claude uses list_conditions and describe_condition to find and configure conditions from scratch.

Development

uv sync --dev
uv run pytest
uv run ruff check src
uv run pyright src

License

MIT — see LICENSE.

from github.com/ProSuite/prosuite-mcp

Installing Prosuite

This server has no published package — it is built from source. Open the repository and follow its README.

▸ github.com/ProSuite/prosuite-mcp

FAQ

Is Prosuite MCP free?

Yes, Prosuite MCP is free — one-click install via Unyly at no cost.

Does Prosuite need an API key?

No, Prosuite runs without API keys or environment variables.

Is Prosuite hosted or self-hosted?

Self-hosted: the server runs locally on your machine via the install command above.

How do I install Prosuite in Claude Desktop, Claude Code or Cursor?

Open Prosuite on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.

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