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← Dataiku HeadlessCONTENT HISTORY

Update to Dataiku Headless

Snapshot Nov 6, 2026 · 18:15 UTC · version 0.9.0

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Package file

Before

Oct 24, 2026 · 13:55 UTC

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After

Nov 6, 2026 · 18:15 UTC

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Package file

Before

Oct 24, 2026 · 13:55 UTC

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After

Nov 6, 2026 · 18:15 UTC

c142b21c6e1a8f24e5cf2dd6ce31c5c9441a58fe3a64d8f3d8efc6c2e10e7d5a

Package file

Before

Oct 24, 2026 · 13:55 UTC

556

After

Nov 6, 2026 · 18:15 UTC

603

Package file

Before

Oct 24, 2026 · 13:55 UTC

c6935b186ecc9648319eb1dafc96f223b41c556d445a54d8ec0c6ea9f360e9d9

After

Nov 6, 2026 · 18:15 UTC

932135fd42ae2b929c46b8ac93df3d2e2fb8b1d51a7a8a6057e1227edf2b5ead

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Changed files

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.agents/plugins/marketplace.json →

.claude-plugin/marketplace.json →

.claude-plugin/plugin.json →

.codex-plugin/mcp.json →

.codex-plugin/plugin.json →

.cortex-plugin/plugin.json →

.cursor-plugin/marketplace.json →

.cursor-plugin/plugin.json →

.github/plugin/marketplace.json →

.github/plugin/plugin.json →

.mcp.json →

AGENTS.md →

CHANGELOG.md →

CODING_STANDARDS_AND_STRUCTURE.md →

CONTRIBUTORS.md →

NOTICE →

README.md →

dataiku_mcp/config/stdio.py →

dataiku_mcp/instance_policy.py →

dataiku_mcp/server.py →

dataiku_mcp/setup_page.html →

dataiku_mcp/setup_server.py →

dataiku_mcp/tools/agent_reviews.py →

dataiku_mcp/tools/agents.py →

dataiku_mcp/tools/cobuild.py →

dataiku_mcp/tools/code_environments.py →

dataiku_mcp/tools/connections.py →

dataiku_mcp/tools/container_exec.py →

dataiku_mcp/tools/cross_project_sharing.py →

dataiku_mcp/tools/dashboards.py →

dataiku_mcp/tools/data_collections.py →

dataiku_mcp/tools/data_quality.py →

dataiku_mcp/tools/datasets.py →

dataiku_mcp/tools/evaluation_stores.py →

dataiku_mcp/tools/flow.py →

dataiku_mcp/tools/general_settings.py →

dataiku_mcp/tools/groups.py →

dataiku_mcp/tools/insights.py →

dataiku_mcp/tools/instances.py →

dataiku_mcp/tools/jobs.py →

dataiku_mcp/tools/licensing.py →

dataiku_mcp/tools/llms_and_knowledge_banks.py →

dataiku_mcp/tools/machine_learning/analyses.py →

dataiku_mcp/tools/machine_learning/saved_models.py →

dataiku_mcp/tools/managed_folders.py →

dataiku_mcp/tools/plugins.py →

dataiku_mcp/tools/project_folders.py →

dataiku_mcp/tools/project_libraries.py →

dataiku_mcp/tools/projects.py →

dataiku_mcp/tools/recipes.py →

dataiku_mcp/tools/scenarios.py →

dataiku_mcp/tools/semantic_models.py →

dataiku_mcp/tools/users.py →

dataiku_mcp/tools/utils/metrics.py →

dataiku_mcp/tools/utils/validation.py →

dataiku_mcp/tools/webapps.py →

dataiku_mcp/tools/wikis.py →

docs/capabilities.md →

docs/http-deployment.md →

pyproject.toml →

runtime/run_mcp.py →

runtime/run_mcp.py.lock →

scripts/build_http_plugin.py →

scripts/check_release.py →

scripts/http_plugin_assets/skills/dataiku-headless-setup/SKILL.md →

skills/dataiku-headless-setup/SKILL.md →

skills/dataiku-headless/SKILL.md →

skills/dataiku-headless/references/administration.md →

skills/dataiku-headless/references/administration/code-environments.md →

skills/dataiku-headless/references/administration/plugins.md →

skills/dataiku-headless/references/agents/agent-tools.md →

skills/dataiku-headless/references/cobuild.md →

skills/dataiku-headless/references/container-execution.md →

skills/dataiku-headless/references/dashboards.md →

skills/dataiku-headless/references/datasets.md →

skills/dataiku-headless/references/datasets/uploaded-files-datasets.md →

skills/dataiku-headless/references/insights.md →

skills/dataiku-headless/references/jobs.md →

skills/dataiku-headless/references/llms-and-knowledge-banks.md →

skills/dataiku-headless/references/managed_folders.md →

skills/dataiku-headless/references/migrations.md →

skills/dataiku-headless/references/migrations/sources/excel/guides/validate.md →

skills/dataiku-headless/references/plugin-development.md →

skills/dataiku-headless/references/plugin-development/agent-tools.md →

skills/dataiku-headless/references/plugin-development/agents.md →

skills/dataiku-headless/references/plugin-development/connectors.md →

skills/dataiku-headless/references/plugin-development/file-formats.md →

skills/dataiku-headless/references/plugin-development/guardrails.md →

skills/dataiku-headless/references/plugin-development/llms.md →

skills/dataiku-headless/references/plugin-development/machine-learning.md →

skills/dataiku-headless/references/plugin-development/macros.md →

skills/dataiku-headless/references/plugin-development/prepare-processors.md →

skills/dataiku-headless/references/plugin-development/recipes.md →

skills/dataiku-headless/references/plugin-development/settings-checks.md →

skills/dataiku-headless/references/plugin-development/structured-agent-blocks.md →

skills/dataiku-headless/references/plugin-development/webapps.md →

skills/dataiku-headless/references/project-libraries.md →

skills/dataiku-headless/references/projects.md →

skills/dataiku-headless/references/projects/settings.md →

skills/dataiku-headless/references/recipes.md →

skills/dataiku-headless/references/semantic-models.md →

tests/conftest.py →

tests/test_dataset_metrics.py →

tests/test_execution_tools.py →

tests/test_http_middleware.py →

tests/test_http_plugin_renderer.py →

tests/test_instance_pinning.py →

tests/test_instance_policy.py →

tests/test_instances.py →

tests/test_launcher_cli.py →

tests/test_onboarding_ui.py →

tests/test_plugin_futures.py →

tests/test_plugin_packaging.py →

tests/test_plugins.py →

tests/test_release.py →

tests/test_setup_server.py →

tests/test_tls_trust.py →

tests/test_tool_surface.py →

uv.lock →

README.md

− removed · + added

--- before
+++ after
@@ -25,7 +25,7 @@
 
 Dataiku Headless is an MCP server with tools for working in Dataiku, plus skills that teach AI assistants how to use them. Connect it to a Dataiku instance, and your AI assistant can build data pipelines, models, dashboards, agents, and more.
 
-Install the plugin from the [Claude Code](#claude-code-cli) or [Codex](#codex-cli) plugin marketplace, or install it as an agent plugin from this GitHub repository for Cursor, Snowflake CoCo, AWS Kiro, OpenCode, and more.
+Install the plugin from the [Claude Code](#claude-code-cli), [Codex](#codex-cli), or [GitHub Copilot](#github-copilot-cli) plugin marketplace, or install it as an agent plugin from this GitHub repository for Cursor, Snowflake CoCo, AWS Kiro, OpenCode, and more.
 
 ## Requirements
 
@@ -33,7 +33,9 @@
 
 ## Get started with the Codex app or Claude Desktop app
 
-Install the plugin, then select or ask **Set up Dataiku Headless**. In Claude Code, you can explicitly run `/dataiku-headless:dataiku-headless-setup`. The setup skill checks the local runtime, helps install uv when needed, and securely saves your Dataiku URL and personal API key on your local machine.
+Install the plugin, then select or ask **Set up Dataiku Headless**. In Claude Code, you can explicitly run `/headless:dataiku-headless-setup`. The setup skill checks the local runtime, helps install uv when needed, and securely saves your Dataiku URL and personal API key on your local machine.
+
+To manage saved instances later, ask **Manage Dataiku instances**. The local browser manager groups instances by type and supports adding, editing, deleting, switching, and choosing a startup default. For Design and Automation, test before saving; other types can be saved without testing. Then select **Done**. Saved credentials stay hidden; environment and Code Studio instances are read-only.
 
 Here's how to do it in the Codex app; Claude has a similar plugin-install flow.
 
@@ -47,7 +49,7 @@
 
 ## Install with another agent
 
-`dataiku-headless` also works with Snowflake CoCo (Cortex Code), Cursor, OpenCode, and custom MCP-compatible agents. Each plugin starts the same local MCP server; after installation, use the same setup flow above.
+`dataiku-headless` also works with GitHub Copilot CLI, Snowflake CoCo (Cortex Code), Cursor, OpenCode, and custom MCP-compatible agents. Each plugin starts the same local MCP server; after installation, use the same setup flow above.
 
 > **First launch:** If Dataiku Headless tools are unavailable, first check that `uv` is installed and on your `PATH`:
 >
@@ -68,7 +70,14 @@
 
 ```bash
 claude plugin marketplace add https://github.com/dataiku/dataiku-headless.git
-claude plugin install dataiku-headless@dataiku
+claude plugin install headless@dataiku
+```
+
+### GitHub Copilot CLI
+
+```bash
+copilot plugin marketplace add dataiku/dataiku-headless
+copilot plugin install dataiku-headless@dataiku
 ```
 
 ### Grok CLI
@@ -81,7 +90,7 @@
 
 ```bash
 cursor agent plugin marketplace add github.com/dataiku/dataiku-headless
-# Tip: use /plugins in interactive mode to install `dataiku-headless` plugin from this marketplace.
+# Tip: use /plugins in interactive mode to install the `dataiku-headless` plugin from this marketplace.
 ```
 
 ### Snowflake CoCo
@@ -90,6 +99,11 @@
 cortex plugin install dataiku/dataiku-headless
 ```
 
+Each client uses its own plugin manifest. Codex, Claude Code, Copilot, and Cursor
+also have separate marketplace catalogs. Claude Code
+uses the plugin identifier `headless`; Codex, Cursor, Copilot, and CoCo use
+`dataiku-headless`. CoCo installs directly from Git without a repo marketplace catalog.
+
 ### Other AI assistants
 
 #### MCP
@@ -128,6 +142,9 @@
 limited direct actions Headless supports, see the
 [Headless capability matrix](docs/capabilities.md).
 
+To build or update a Dataiku plugin, follow the
+[plugin development guide](skills/dataiku-headless/references/plugin-development.md).
+
 ## MCP Server
 
 `dataiku_mcp` is a FastMCP server that exposes Dataiku operations as typed, async MCP tools. Tools are organized by domain: projects, project folders, flow, connections, datasets, data quality, managed folders, recipes, machine learning, insights, dashboards, scenarios, WebApps, wikis, agents, LLMs and knowledge banks, instance plugins, job management, administrative tasks, and Cobuild conversations.
@@ -150,9 +167,9 @@
 
 ## Stdio onboarding and authentication
 
-Outside a Code Studio, configure a connection using a personal API key:
+Outside a Code Studio, configure an instance using a personal API key:
 
-1. Ask the agent to **Set up Dataiku Headless** (or run `/dataiku-headless:dataiku-headless-setup` in Claude Code).
+1. Ask the agent to **Set up Dataiku Headless** (or run `/headless:dataiku-headless-setup` in Claude Code).
 2. Approve the MCP URL prompt.
 3. Enter an instance name, choose its type, and supply its Dataiku URL and personal API key.
 4. Repeat to add more instances; use `list_instances` and `switch_instance` while working.
@@ -162,6 +179,21 @@
 
 API keys and tickets never appear in MCP tool arguments or instance responses.
 
+### HTTPS certificate trust
+
+The server uses the operating system certificate store through `truststore` for
+HTTPS connections, including connection tests in the setup page. Corporate CAs
+trusted on the machine running Dataiku Headless are trusted automatically; no
+CA-bundle environment variable is needed. In a container or remote deployment,
+the CA must be trusted inside that environment.
+
+Keep **Skip certificate verification** unchecked. If a saved profile previously
+disabled verification, edit it in the instance manager, uncheck that option, and
+test and save the connection again.
+
+System trust is activated by `runtime/run_mcp.py` for both stdio and HTTP
+transports. Applications that import `dataiku_mcp` directly own their TLS setup.
+
 ### Where configuration lives
 
 **Saved profiles.** The setup page stores named instances and a `default_instance`
@@ -177,8 +209,11 @@
 `agent-management`. Existing stdio profiles missing this field are automatically
 assigned `design` and rewritten on disk before loading. This temporary migration
 is scheduled for deprecation by 0.9.0; existing values are preserved and validated.
-The type metadata does not change client selection or tool availability.
-Selecting Govern records its type; Govern-specific API tools are not yet implemented.
+The configured type determines which tools can run; see the
+[instance-type policy](docs/capabilities.md#instance-types). Agent Management, Govern and Deployer
+currently support instance controls only. Their status is `unsupported`, without
+a DSS connection check. The setup page allows these profiles to be saved without testing.
+Design and Automation require a successful connection test.
 
 **Environment override.** To select an explicit target, including inside a Code
 Studio, set these three variables in your environment or copy
@@ -204,7 +239,7 @@
 3. The saved profiles' `default_instance`.
 
 All sources remain available through `list_instances` and `switch_instance`;
-use `get_current_instance` to verify the active connection. Environment instances
+use `get_current_instance` to verify the active instance. Environment instances
 take precedence over profiles with the same name. The explicit target must have
 a different name from `dataiku-from-code-studio` when both exist. Missing required
 credentials or environment types, unsupported types, and duplicate environment names fail startup.
@@ -258,7 +293,7 @@
 │   │   ├── jobs.py            # Async job status/log/wait/abort tools
 │   │   ├── llms_and_knowledge_banks.py  # LLM, Knowledge Bank, and RAG inspection tools
 │   │   ├── managed_folders.py # Managed folder inspection tools + local-file upload write
-│   │   ├── plugins.py         # Instance plugin listing, updates, and deletion
+│   │   ├── plugins.py         # Instance plugin lifecycle and managed code environments
 │   │   ├── project_folders.py # Project folder hierarchy inspection and organization tools
 │   │   ├── projects.py        # Project inspection, creation, variables, and settings
 │   │   ├── scenarios.py       # Scenario/run-history/messaging-channel inspection tools
@@ -301,10 +336,16 @@
 │   ├── plugin.json             # Claude Code plugin manifest (skills + stdio MCP)
 │   └── marketplace.json        # Marketplace catalog (single-plugin, source: "./")
 ├── .cursor-plugin/
-│   └── plugin.json             # Cursor-native plugin manifest
+│   ├── plugin.json             # Cursor-native plugin manifest
+│   └── marketplace.json        # Cursor marketplace catalog
+├── .github/plugin/
+│   ├── plugin.json             # GitHub Copilot CLI plugin manifest
+│   └── marketplace.json        # GitHub Copilot CLI marketplace
+├── .agents/plugins/
+│   └── marketplace.json        # Codex/ChatGPT marketplace catalog
 ├── .codex-plugin/
-│   └── plugin.json             # Codex plugin manifest
-├── .mcp.json                   # Bundled Codex/ChatGPT MCP config
+│   ├── plugin.json             # Codex plugin manifest
+│   └── mcp.json                # Codex/ChatGPT MCP config, scoped to this manifest
 ├── CODING_STANDARDS_AND_STRUCTURE.md  # Contributor guide
 └── pyproject.toml
 ```
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