Dataiku DSS MCP Server (steven0lisa/mcp-dataiku) is an MCP server listed on the M8ven Trust Index. It scores 54 out of 100, grade D. It declares 43 tools. No publisher has claimed this listing.

Caution

54/100

Dataiku DSS MCP Server

Item: Dataiku DSS MCP Server
Rating: 54
Author: M8ven

A comprehensive MCP server for Dataiku DSS integration, providing Claude Code with direct access to manage recipes, datasets, and scenarios.

→ steven0lisa/mcp-dataiku · listed on glama

Caution. Specific findings reduced this grade. They are listed on the page. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

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Who stands behind it

steven0lisa

Source: Glama

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Install from

Glamanot scored here

The grade above is for the source repository. Registries can serve a different version, so we mark the ones we were not able to read.

// key findings

⚠️

Known vulnerabilities in dependencies: 14 high

Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

🔐

You'll be asked for 1 credential: DSS_API_KEY

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// tools this server exposes43 tools

These names and descriptions are the publisher's own, read from the source code. We print them as written. Our assessment is the findings above, not this list.

create_recipe

Create a new recipe in a Dataiku project

update_recipe

Update an existing recipe

delete_recipe

Delete a recipe from a project

run_recipe

Run a recipe to build its outputs

create_dataset

Create a new dataset in a project

update_dataset

Update dataset settings

delete_dataset

Delete a dataset from a project

build_dataset

Build a dataset

inspect_dataset_schema

Get dataset schema information

check_dataset_metrics

Get latest dataset metrics

create_scenario

Create a new scenario in a project

update_scenario

Update scenario settings

delete_scenario

Delete a scenario from a project

run_scenario

Run a scenario manually

get_scenario_logs

Get detailed run logs and error messages for failed scenarios

get_recipe_code

Extract actual Python/SQL code from recipes

get_project_flow

Get complete data flow/pipeline structure

get_dataset_sample

Get sample data from datasets

get_recent_runs

Get recent run history across all scenarios/recipes

list_projects

List all available Dataiku projects

list_datasets

List all datasets in a project

get_dataset_info

Get detailed information about a dataset

clear_dataset

Clear data from a dataset

list_recipes

List all recipes in a project

get_recipe_info

Get detailed information about a recipe

validate_recipe_syntax

Validate Python/SQL syntax of a recipe

test_recipe_dry_run

Test recipe logic without actual execution

list_scenarios

List all scenarios in a project

get_scenario_info

Get detailed information about a scenario

add_scenario_trigger

Add a trigger to a scenario

remove_scenario_trigger

Remove a trigger from a scenario

get_scenario_run_history

Get run history for a scenario

get_scenario_steps

Get step configuration including Python code

clone_scenario

Clone an existing scenario with modifications

search_project_objects

Search for datasets, recipes, scenarios by name/pattern

get_code_environments

List available Python/R environments

get_project_variables

Get project-level variables and configuration

get_connections

List available data connections

get_job_details

Get detailed job execution information

cancel_running_jobs

Cancel running jobs/scenarios

batch_update_objects

Update multiple objects with similar changes

export_project_config

Export project configuration as JSON/YAML

duplicate_project_structure

Copy project structure to new project

// known CVEs in dependencies14 high4 medium12 low

Disclosed vulnerabilities in this server's declared npm dependencies (via OSV). Whether each is reachable depends on the installed versions.

high@modelcontextprotocol/sdk@0.6.0GHSA-w48q-cv73-mx4w

Model Context Protocol (MCP) TypeScript SDK does not enable DNS rebinding protection by default

highaxios@1.6.0GHSA-35jp-ww65-95wh

axios Vulnerable to Full Man-in-the-Middle via Prototype Pollution Gadget in `config.proxy`

highaxios@1.6.0GHSA-3g43-6gmg-66jw

axios Vulnerable to Credential Theft and Response Hijacking via Prototype Pollution Gadget in Config Merge

highaxios@1.6.0GHSA-43fc-jf86-j433

Axios is Vulnerable to Denial of Service via __proto__ Key in mergeConfig

highaxios@1.6.0GHSA-4hjh-wcwx-xvwj

Axios is vulnerable to DoS attack through lack of data size check

Depend on this server? Get alerted when its CVEs change.Watch this server free →

// environment variables

To run this server yourself, you supply these values. They go in your own MCP client configuration and stay on your machine. The secret label means the value is sensitive, not that the server mishandles it.

🔐 secretDSS_API_KEYyour-api-key-here

configDSS_HOSTe =https://your-dss-instance.com:10000 \

configDSS_INSECURE_TLStrue # Only if using self-signed certificates

// quality suggestions

Tool annotations

No tools have read-only/destructive annotations

Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.

All four hints declared on every tool

43/43 tools missing one or more hints — create_recipe (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); update_recipe (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); delete_recipe (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +40 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.

For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.

Tests exist

No test files found

Add tests that exercise each declared tool.

Production dependencies are patched

0 critical, 14 high severity in production deps — @modelcontextprotocol/sdk@0.6.0 (high), axios@1.6.0 (high)

Run npm audit fix, or upgrade the affected packages to a non-vulnerable version.

Domain consistency

npm scope @zhangzichao2008 doesn't match GitHub owner steven0lisa

Use the same org name across GitHub, npm, and your homepage so users can verify the publisher.

Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.

// full audit trail

The findings above are the summary. The full trail, every check we ran, each deduction, the network hosts observed and the dependency advisories, goes to verified publishers, along with an alert whenever a new one lands. Verified publishers can also review each finding and dispute it in one click. Publisher corrections have sharpened several of our checks this month, because the maintainer knows the codebase better than any scanner.

// improvement guidance — verified publishers only

We have 5 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

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commit: da5daa639154e2d6590befdb17b12186ce6d4c3f

code hash: 36a24240a228323ec5310ee44b2a1c2089372c7fe220600ce21dd5309e11685a

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