About taskpilot
taskpilot is a CLI and stdio MCP server for AI coding agents working with a task board and projects. It supports task and project operations, task-specific prompts, and identifying the next task.
Key features
- 01Fetch and update tasks by board number
- 02Retrieve prompts associated with tasks
- 03Look up and update project knowledge or diagrams
- 04List projects and project tasks
- 05Start projects and find the next task
- 06CLI and stdio MCP server
Use cases
- 01Retrieve a task and its prompt for an AI coding agent
- 02Change task status or description
- 03Refresh a project's stored knowledge or diagram
- 04Identify the next task on a project board
MCP support
It provides task and project management tools, including task prompts and next-task lookup, through a stdio MCP server.
Configuration
Local server config is the same for every client. Copy it into your client’s MCP config file.
Tools
9Saved tool list · updated 1w ago
| Parameter | Type | Required | Description |
|---|---|---|---|
| number | string | Yes | Task number identifying the task. |
| status | enum | No | Task status: to-do, in-progress, or done.to-do | in-progress | done |
Details
From the project READMEtaskpilot
taskpilot gives AI coding agents a handle on their task board and their projects: fetch a task by its number, move it between statuses, pull the prompt that belongs to it, look projects up by slug or name, refresh a project's stored knowledge and diagram, start a project, list what is on the board, and ask which task comes next. One binary serves a command-line interface and a stdio MCP server.
An API key is required. Set CODERIDE_API_KEY before use; when
it is missing or blank, every tool fails with an error before
any request is made. The API base URL can be overridden with
TASKPILOT_API_URL; when it is not set, calls go to
https://api.coderide.ai.
Task numbers are the short human codes shown on the board, for
example TCA-3. A task's status is one of to-do,
in-progress, or done.
Install
npx @reneturcios/taskpilot list_projects
Or run the container image:
docker run -i ghcr.io/cloudcorprecords/taskpilot
The container defaults to the MCP server (see below). Pass CLI arguments to use it as a CLI instead.
CLI
The subcommands mirror the MCP tool names:
export CODERIDE_API_KEY=...
taskpilot get_task --number TCA-3
taskpilot get_task --number TCA-3 --status in-progress
taskpilot update_task --number TCA-3 --status done
taskpilot update_task --number TCA-3 --description "Revised scope notes"
taskpilot get_prompt --number TCA-3
taskpilot get_project --slug my-app
taskpilot get_project --name "My App"
taskpilot update_project --slug my-app --project-diagram "Web -> API -> DB"
taskpilot update_project --slug my-app --project-knowledge '{"stack":"typescript"}'
taskpilot start_project --slug my-app
taskpilot list_projects
taskpilot list_tasks --slug my-app
taskpilot next_task --number TCA-3
taskpilot --version
Results print the upstream JSON payload. Exit codes: 0 on
success, 1 when a call fails (including a missing API key or
an upstream API error), 2 for usage errors.
MCP server
One bin serves both faces. The mcp subcommand starts a stdio
MCP server:
npx -y @reneturcios/taskpilot mcp
MCP client configuration:
{
"mcpServers": {
"taskpilot": {
"command": "npx",
"args": ["-y", "@reneturcios/taskpilot", "mcp"],
"env": { "CODERIDE_API_KEY": "..." }
}
}
}
Tools
| Tool | Input | What it does |
|---|---|---|
get_task | number (required), status | Get a task by its number, optionally filtered by status. |
update_task | number (required), description, status | Update a task's description and/or status. |
get_prompt | number (required) | Get the prompt belonging to a task. |
get_project | slug, name | Get a project by slug or by name. |
update_project | slug (required), project_knowledge, project_diagram | Update a project's knowledge and/or diagram. |
start_project | slug (required) | Start a project. |
list_projects | (none) | List projects in the workspace. |
list_tasks | slug (required) | List a project's tasks. |
next_task | number (required) | Get the task that follows the given one. |
status is one of to-do, in-progress, done.
project_knowledge is a JSON object.
Development
npm install
npm run build # tsc -> dist/
npm test # node test runner over test/*.test.ts, no network (fake fetch fixtures)
npm run dev # run the CLI from source via tsx
License
MIT — see LICENSE.
Comments
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.