Openproject Codex

openproject-codex is a Codex plugin that lets Codex work with OpenProject directly.

Instead of switching back and forth between Codex and the OpenProject UI, you can ask Codex to:

• list projects
• inspect teams, users, and groups
• assign people to projects
• create and update work packages
• comment on work
• manage watchers
• run bulk task operations
• work with wiki pages, boards, and meetings
• generate reports and export dashboards

This plugin uses the OpenProject API where possible and falls back to authenticated OpenProject UI workflows where the public API surface is incomplete.

Dead-Simple Setup

Install it as a custom MCP server or from the Codex plugin marketplace, then configure it directly from Codex chat.

Recommended first prompts:

• @OpenProject show connection status
• @OpenProject setup connection with base URL https://projects.medicsprime.in and this API token ...

If your OpenProject user does not have an API token ready, use the UI-login fallback:

• @OpenProject setup connection with base URL https://projects.medicsprime.in, UI username <username>, and UI password <password>

The plugin includes onboarding tools that can:

• detect missing configuration without crashing
• accept your OpenProject URL and either API-token or UI-login credentials from chat
• save them locally for future use
• verify the connection immediately

Useful setup prompts:

• @OpenProject show connection status
• @OpenProject set up OpenProject using base URL https://projects.medicsprime.in and API token <token>
• @OpenProject set up OpenProject using base URL https://projects.medicsprime.in, UI username <username>, and UI password <password>
• @OpenProject test the current connection
• @OpenProject who am I in OpenProject?

What This Plugin Is For

Use this plugin when you want to do OpenProject work from inside Codex, such as:

• “List the projects I can access.”
• “Show my assigned work.”
• “Assign these users to the POD initiative project.”
• “Create 20 tasks and assign them to the implementation team.”
• “Comment on every item in this saved query.”
• “Generate an overdue dashboard by assignee.”
• “Export a project health report as HTML or PNG.”

What Codex Can Do With It

Project and workspace management

• inspect connection status
• list projects
• fetch project details
• create projects
• update projects
• delete projects

People and team management

• list users
• fetch user details
• list groups
• fetch group details
• list roles
• list project members
• list project assignees
• create memberships
• update memberships
• delete memberships
• bulk create, update, and delete memberships

Work package management

• list work packages
• search work packages
• fetch full work package details
• fetch raw work package payloads
• create work packages
• update work packages
• delete work packages
• add comments
• create relations
• manage watchers
• list activities, relations, watchers, attachments, and file links
• apply bulk update, comment, watcher, and delete operations
• run the same bulk action against a saved query

Project structure and planning data

• list project versions
• list project categories
• list saved queries
• create, update, delete, and run saved queries

Time and content modules

• list, create, update, and delete time entries
• list and update documents
• list, create, update, and delete news

Boards, wiki, and meetings

• list boards
• create boards
• delete boards
• list wiki pages
• fetch wiki pages by slug
• create wiki pages
• update wiki pages
• delete wiki pages
• list meetings
• fetch meetings by id
• create meetings
• delete meetings

These flows use UI-backed automation where OpenProject does not expose a complete writable public API.

Attachments and links

• upload binary attachments
• inspect attachment metadata
• delete attachments
• list and manage work package file links

Reporting and exports

• assignee workload reports
• burndown-style snapshots from saved queries
• overdue dashboards by assignee or status
• project health export to HTML
• project health export to PNG

How This Works In Codex

Once the plugin is installed and configured, Codex gets MCP tools from this repository.

That means you can ask for outcomes in plain language, and Codex can translate that into tool calls such as:

• openproject_list_projects
• openproject_my_work
• openproject_create_work_package
• openproject_bulk_update_work_packages
• openproject_report_assignee_workload
• openproject_export_project_health

You usually do not need to call tool names manually. In normal use, you just ask Codex what you want done.

Example Codex Prompts

Day-to-day work

• “List my assigned work in OpenProject.”
• “Show open tasks in pod-initiative assigned to me.”
• “Create a task called Prepare API handoff in pod-initiative.”
• “Add a comment to work package 1234 saying testing is complete.”

Team and project coordination

• “List the members of pod-initiative.”
• “Add user 20 to pod-initiative as Member.”
• “Assign all tasks in this query to user 20.”
• “Bulk add a watcher to all tasks in this saved query.”

Reporting

• “Show me assignee workload for pod-initiative.”
• “Generate a burndown for query 131.”
• “Build a dashboard of overdue tasks by team.”
• “Export project health charts as PNG.”
• “Export project health charts as HTML.”

Content and planning

• “Create a wiki page for the POD kickoff checklist.”
• “List project meetings.”
• “Create a meeting for tomorrow at 10:00.”
• “Create a board for POD initiative tracking.”

Installation

Choose one installation path:

• Custom MCP server: best for local development and direct control.
• Codex plugin marketplace: best when you want the plugin to appear in the Codex plugin UI.

Recommended: Use as a Custom MCP Server

This is the recommended setup for teams because it is the most reliable path in Codex.

Start here:

1. Clone the repository to your machine.
2. In Codex, choose Plugins -> Connect to a custom MCP.
3. Point Codex to the local scripts/run_openproject_mcp.py file.
4. Configure OpenProject in chat with either an API token or UI-login credentials.

Step 1: Clone the repository

Clone the repo anywhere you like. These are the recommended locations:

• macOS/Linux: ~/Documents/GitHub/openproject-codex-plugin
• Windows: C:\Users\<your-user>\Documents\GitHub\openproject-codex-plugin

Clone command:

git clone https://github.com/varaprasadreddy9676/openproject-codex-plugin.git

Step 2: Connect it in Codex

In Codex:

1. Open Plugins.
2. Click Connect to a custom MCP.
3. Choose STDIO.
4. Fill the form like this.

macOS/Linux:

• Name: OpenProject Codex
• Command to launch: python3
• Arguments: /absolute/path/to/openproject-codex-plugin/scripts/run_openproject_mcp.py

Windows:

• Name: OpenProject Codex
• Command to launch: python
• Arguments: C:\absolute\path\to\openproject-codex-plugin\scripts\run_openproject_mcp.py

Examples:

• macOS: /Users/sai/Documents/GitHub/openproject-codex-plugin/scripts/run_openproject_mcp.py
• Linux: /home/alex/Documents/GitHub/openproject-codex-plugin/scripts/run_openproject_mcp.py
• Windows: C:\Users\Alex\Documents\GitHub\openproject-codex-plugin\scripts\run_openproject_mcp.py

Optional environment variable:

• OPENPROJECT_BASE_URL = https://projects.medicsprime.in

You can also leave environment variables empty and configure the connection fully in chat.

If you want to configure credentials in the custom MCP form instead of chat, use one of these options.

API-token option:

OPENPROJECT_BASE_URL=https://projects.medicsprime.in
OPENPROJECT_API_TOKEN=<your-api-token>
OPENPROJECT_DEFAULT_PROJECT=integration-and-it

UI-login fallback option:

OPENPROJECT_BASE_URL=https://projects.medicsprime.in
OPENPROJECT_UI_USERNAME=<your-username>
OPENPROJECT_UI_PASSWORD=<your-password>
OPENPROJECT_DEFAULT_PROJECT=integration-and-it

Step 3: Configure it in chat

After connecting the MCP server, open a new Codex thread and say:

• show OpenProject connection status
• set up OpenProject using base URL https://projects.medicsprime.in and API token <your-token>

If you do not have an API token, use UI-login fallback instead:

• set up OpenProject using base URL https://projects.medicsprime.in, UI username <your-username>, and UI password <your-password>

API-token setup is preferred because it is the cleanest OpenProject API path. UI-login fallback is useful for instances where session login works but API token setup is not available yet.

Then use it normally:

• list my OpenProject projects
• show my assigned work
• create a task in pod-initiative

Important:

• Each user should use their own OpenProject API token or their own UI login.
• The path to scripts/run_openproject_mcp.py is different for each person because it depends on where they cloned the repo.
• What stays the same is the repo name and the file path inside it: openproject-codex-plugin/scripts/run_openproject_mcp.py

Optional: Install through the Codex Plugin UI

Use this only if you specifically want the plugin marketplace flow.

The marketplace is self-contained under .agents/plugins, so you only need one sparse path.

In Codex:

1. Open Plugins.
2. Click + then Add plugin marketplace.
3. Use:

Source: https://github.com/varaprasadreddy9676/openproject-codex-plugin.git
Git ref: main
Sparse paths: .agents/plugins

4. Add the marketplace.
5. Install OpenProject Codex from that marketplace.

Important:

• Do not point the marketplace dialog at plugins/codex or the repo root without the marketplace path.
• This repository exposes a self-contained Codex marketplace at .agents/plugins/marketplace.json.
• You do not need a second sparse path for plugins/openproject-codex.
• If you added an older copy of this marketplace before June 29, 2026, remove it and add it again so Codex fetches the self-contained layout.

Local Development Setup

1. Clone the repository

git clone https://github.com/varaprasadreddy9676/openproject-codex-plugin.git
cd openproject-codex-plugin

2. Install Python dependencies

python3 -m pip install -e .

If you install through the Codex marketplace, the plugin now starts without a first-run dependency install. A manual pip install is still useful for local development, but it is not required just to connect the plugin in Codex.

3. Configure the MCP server for Codex manually

Create or update .mcp.json:

{
  "mcpServers": {
    "openproject_codex": {
      "command": "python3",
      "args": ["./scripts/run_openproject_mcp.py"],
      "cwd": ".",
      "env": {
        "OPENPROJECT_BASE_URL": "https://your-openproject.example.com",
        "OPENPROJECT_DEFAULT_PROJECT": "",
        "OPENPROJECT_API_TOKEN_FILE": "~/.codex/secrets/openproject-api-token"
      }
    }
  }
}

4. Add credentials

Minimum configuration:

• OPENPROJECT_BASE_URL

Then choose one authentication mode.

Preferred API-token mode:

• OPENPROJECT_API_TOKEN or OPENPROJECT_API_TOKEN_FILE

Optional legacy fallback:

• OPENPROJECT_BASIC_API_TOKEN
• OPENPROJECT_BASIC_API_TOKEN_FILE

UI-login fallback mode:

• OPENPROJECT_UI_USERNAME
• OPENPROJECT_UI_PASSWORD

Or file-backed equivalents:

• OPENPROJECT_UI_USERNAME_FILE
• OPENPROJECT_UI_PASSWORD_FILE

UI-login fallback supports API v3 reads and writes through an authenticated OpenProject web session. It is also used for boards, wiki, meetings, and custom field option lookup where OpenProject API coverage is incomplete.

You can also skip manual environment setup and configure the plugin from Codex chat through:

• openproject_setup_connection
• openproject_connection_status
• openproject_test_connection
• openproject_clear_saved_connection
• openproject_whoami

Recommended Secret Setup

API-token secret example:

mkdir -p ~/.codex/secrets
printf '%s' 'your-openproject-api-token' > ~/.codex/secrets/openproject-api-token
chmod 600 ~/.codex/secrets/openproject-api-token

UI-login fallback secret example:

mkdir -p ~/.codex/secrets
printf '%s' 'your-openproject-username' > ~/.codex/secrets/openproject-ui-username
printf '%s' 'your-openproject-password' > ~/.codex/secrets/openproject-ui-password
chmod 600 ~/.codex/secrets/openproject-*

Then point .mcp.json at those files through environment variables.

Using It In Codex

After the plugin is configured, restart or reload Codex so it picks up the MCP server.

From there:

1. Open a Codex thread.
2. Ask for the OpenProject task in plain English.
3. Codex will call the plugin tools behind the scenes.

Examples:

• “Use OpenProject and list the projects I can access.”
• “Use OpenProject and show my assigned tasks.”
• “Use OpenProject and export a project health report for pod-initiative as HTML.”

If the request maps to a tool the plugin exposes, Codex can do it directly.

For first-time setup, you can do this directly in chat instead of editing files:

1. Ask Codex to show OpenProject connection status.
2. If setup is missing, ask Codex to configure OpenProject with your base URL and either API token or UI-login credentials.
3. Ask Codex to test the connection.
4. Start using normal project-management prompts.

Tooling Notes

Generic API access

If a specific OpenProject endpoint is not yet wrapped as a dedicated tool, Codex can still use:

• openproject_call_api

That makes it possible to hit other /api/v3/... endpoints without waiting for a first-class wrapper.

Work package custom fields

Some OpenProject instances require extra custom fields on create or update.

For those cases, the work package tools support both direct API links and name-based custom-field resolution:

• field_overrides
• link_overrides
• customer
• customer_custom_field_id
• custom_field_options
• openproject_list_custom_field_options
• openproject_resolve_custom_field_option

Use customer="Nova" for the common Customer custom field flow. For other list-style custom fields, pass custom_field_options={"customField4": "Nova"}.

Name-based work package writes

openproject_create_work_package and openproject_update_work_package can now resolve common human names directly:

• assignee_name
• responsible_name
• status_name
• priority_name
• customer

That means Codex can create or update tasks from normal language without first asking the user to provide user IDs or /api/v3/custom_options/... links.

UI-session API fallback

API token authentication is still preferred. If no API token is configured, the plugin can use OPENPROJECT_UI_USERNAME and OPENPROJECT_UI_PASSWORD to log in and call API v3 with the same session and CSRF headers the OpenProject web app uses. This keeps work package create/update/delete operations inside MCP tools instead of requiring browser automation.

Local Verification

Read-only smoke test

python3 ./scripts/smoke_test.py

This validates:

• API connectivity
• project listing
• role listing
• user listing
• group listing
• “my work” retrieval

Live write smoke test

OPENPROJECT_SMOKE_WRITE=1 python3 ./scripts/smoke_test.py

This creates and removes disposable test artifacts for:

• boards
• wiki pages
• meetings
• wiki and meeting attachments

Optional work package bulk smoke

OPENPROJECT_SMOKE_WRITE=1 OPENPROJECT_SMOKE_WORK_PACKAGE_BULK=1 python3 ./scripts/smoke_test.py

If your instance requires a specific custom option when creating work packages, set:

OPENPROJECT_SMOKE_CUSTOM_OPTION_HREF=/api/v3/custom_options/21

Reporting Examples

These are direct tool examples that Codex can use:

• openproject_report_assignee_workload(project="pod-initiative")
• openproject_report_burndown(query_id=123)
• openproject_dashboard_overdue_by_team(project="pod-initiative")
• openproject_export_project_health(project="pod-initiative", file_format="html")
• openproject_export_project_health(project="pod-initiative", file_format="png")

Current Limits

• Board card and column manipulation is not yet wrapped as a first-class tool surface.
• Meeting editing beyond create/delete is not yet first-class.
• Some OpenProject instances expose project-scoped query routes differently; global query access is more reliable across instances.
• Instance-specific permissions may still block destructive operations even when read and update access works.

Why This Plugin Exists

OpenProject has an official /mcp endpoint, but in practice the writable surface is still limited for many real workflows.

This plugin exists so teams can do real project operations from Codex now:

• operational work
• bulk work
• reporting
• dashboard export
• project coordination

without treating Codex as read-only.

Repository Structure

• .agents/plugins/marketplace.json repo-level Codex marketplace manifest
• .agents/plugins/plugins/openproject-codex/ self-contained installable plugin bundle used by the marketplace
• plugins/openproject-codex/ local development copy of the plugin bundle
• plugins/openproject-codex/.codex-plugin/plugin.json plugin metadata
• plugins/openproject-codex/.mcp.json MCP server wiring example
• plugins/openproject-codex/scripts/openproject_mcp.py MCP server implementation
• plugins/openproject-codex/scripts/smoke_test.py verification script
• plugins/openproject-codex/skills/openproject-codex/SKILL.md Codex skill guidance
• .codex-plugin/plugin.json root plugin manifest kept for direct local development compatibility

License

MIT