Dev Project Coordinator
Local desk for agents. Track coding and non-coding work as JSON on your machine. Agents keep the board. You open a local Analytics tab and Kanban tab.
Formerly Claude Project Coordinator.
DPC is a local stdio MCP server. It stores live project state (column, kind, counts, cards) as JSON. It does not host your data. It does not replace a memory or RAG product.
v2.0.0 · official Swift MCP SDK · Apache 2.0 · local JSON knowledge base
Quick start
Needs macOS 13+, Swift 6.0+ (Xcode 16+) and an MCP host (Claude Desktop, Cursor, Claude Code, or Grok Build). Linux runs through the Dockerfile.
Build:
git clone https://github.com/M-Pineapple/Dev-Project-Coordinator.git cd Dev-Project-Coordinator swift build -c releaseAdd the server. The binary name stays
project-coordinator.dpcis an alias.{ "mcpServers": { "project-coordinator": { "command": "/absolute/path/to/Dev-Project-Coordinator/.build/release/project-coordinator", "args": [] } } }Restart the host. Ask: "What is on my desk?" The agent should call
get_desk_summaryfirst.
Coding folders must sit under an allowed root. Non-coding work can have no path.
Open it as a Mac app
The desk page is a local file by default. For drag-and-drop, and to pin it in the Dock like an app:
- Ask the agent to start the desk server, or run
dpc start_desk_server. - Open the sign-in URL once in Safari. It carries a one-time code, valid once, for 10 minutes. That sets a session cookie (the write token) and redirects to
http://127.0.0.1:47821/with no code in the address bar. - Safari: File > Add to Dock. The Dock shortcut is the plain URL. It does not store the code or the write token.
The port is fixed at 47821. Change it with DPC_DESK_PORT or deskPort in security-config.json. If that port is busy, start fails with a clear error. It does not pick a random port.
Call start_desk_server again while it is running to mint a fresh sign-in code without rotating the write token. Rotate the write token with start_desk_server rotate=true, or dpc start_desk_server --rotate. Open the new sign-in URL once so the Dock app cookie updates.
Who is this for?
1. Agent user with several repos
You already have coding agents. You do not want a second project-management SaaS.
Start with:
- "I am in this repo. Register it."
- "What is blocked right now?"
- "Add a card for the failing tests and put it in doing."
What you get: silent register from cwd and git remote, a compact desk under 800 tokens, cards linked to a PR when you pass one.
2. Mixed coding and non-coding desk
You also run accounting, legal, writing, or campaign work in the same chat.
Start with:
- "File this under a legal project called Q4 review."
- "Rename that to Autumn review."
- "Merge Duplicate Campaign into Autumn review."
What you get: find-or-create with no folder, a one-line notice Filed under new project: …, and rename/merge when the guess is wrong.
3. Privacy-first local setup
You will not send a board to a hosted PM tool.
Start with:
- Build from source. Point the host at
.build/release/project-coordinator. - Optional:
DPC_KNOWLEDGE_BASEfor data outside the git tree.CPC_KNOWLEDGE_BASEstill works through v2.x. - Open
KnowledgeBase/desk/index.htmlfrom disk.
What you get: JSON on your disk, path allowlisting, no account, no telemetry.
4. Already using a memory or RAG product
You store decisions in a memory MCP. You do not want that text copied here.
How they fit together:
| DPC | Memory / RAG | |
|---|---|---|
| Job | Live structured state: column, owner, counts, board | Durable why, decisions, people |
| Shape | Exact rows and a Kanban | Similar chunks |
| Ask | "What is blocked right now?" | "Why did we choose X last month?" |
Put only a memoryRef (opaque id or tag) on a card. DPC never calls a memory service and never copies the prose.
If you use RAG only, exact counts and a current board are not available.
5. Grok Bot user
You want a specialised desk operator.
Start with: paste docs/grok-bot/PROMPT.md, then add this MCP by hand. Templates cannot carry a custom MCP.
What you get: the same JSON desk. An optional private Grok Bot Page is a view, not a second store. Never auto-share.
Full feature list
Desk
| Capability | Detail |
|---|---|
| Compact summary | get_desk_summary, hard cap 800 tokens (~3,200 characters) |
| Any language | Shallow detector: swift, python, javascript, typescript, node, go, rust, ruby, php, java, kotlin, csharp, dotnet, cpp, docker, web, plus spm / xcode-project / xcode-workspace / swiftui from top-level files |
| Non-coding kinds | writing, campaign, research, legal, accounting, business, personal, other. Path optional |
| Auto-register | From cwd + git remote + optional open PR. Never creates folders. Adds a starter card |
| Find or create | Normalised name match, near-duplicate guard, rename and merge. Adds a starter card |
| Kanban | Columns backlog, doing, review, done, parked. Users may rename |
| Cards | id, project, title, column, order, due, optional memoryRef, optional note. note is omitted when empty. No archive field is stored |
| Local page | Analytics tab + Kanban tab as KnowledgeBase/desk/index.html |
| Interactive board | Opt-in start_desk_server on 127.0.0.1:47821, 0600 write token, Safari Add to Dock |
Done cards whose updated time is older than 14 days are hidden on the Done column. Show archived (N) reveals them, muted. The Done in 7 days stat and the analytics tab still count every card. Nothing is deleted, and cards.json does not gain an archive field, so a shared-board merge stays a union by card id. Set the window with DPC_ARCHIVE_DAYS or archiveDays in security-config.json. get_desk_summary and get_project_status skip archived cards and still report the count. Pass includeArchived to list them. search_desk still finds them and marks them archived. Moving a card out of done, or any edit that refreshes updated, brings it back.
A card may also carry an optional note, a short evidence line such as Tech: commit 299b827 or a URL. Set it with add_card, update_card, or move_card. The board shows it in small muted text, and search_desk matches it. Leaving note off a move keeps the current line. A blank note clears it.
Analytics tab
The same JSON the MCP tools read, rendered as a local dashboard (file and live modes):
| Section | What you see |
|---|---|
| Attention | Five items that need a look, ranked |
| Board flow | Column mix, stale cards (14 days), 7-day throughput into done, parked count |
| Kind mix | Coding vs writing, legal, accounting, and the rest |
| Project health | 0–100 score per project, factors, recommendations, grouped critical / needs attention / healthy. Non-coding projects are not scored down for missing code docs or a tech stack |
| Activity heat map | Per project, last 14 days, CSS intensity cells and a sparkline. Total events. No emoji |
| Technology trends | Share bars, emerging tags (1–2 coding projects), adoption timeline. Coding projects only |
| Project timeline | Created date, current status, time in each status. Collapsible per project |
No emoji as data. No remote fonts or assets. Light and dark follow the system.
Safety and storage
| Capability | Detail |
|---|---|
| Local JSON | KnowledgeBase/projects/ and KnowledgeBase/desk/ |
| Path allowlist | Compiled roots plus SecurityConfig.allowedPaths and DPC_ALLOWED_PATHS |
| Input limits | Name, path, notes, and search length capped |
| HTML | User strings escaped on the desk page |
| Env | DPC_KNOWLEDGE_BASE preferred, CPC_KNOWLEDGE_BASE until v3.0 |
| Stdio-safe logs | Diagnostics go to stderr only, prefix [DPC] |
All MCP tools
| Tool | Parameters | Purpose |
|---|---|---|
get_desk_summary |
optional includeArchived |
Compact desk. Use this first. Archived done cards are omitted unless includeArchived is true. The archived count is always reported |
list_projects |
— | Full roster. Deep dive only |
get_project_status |
projectName, optional includeArchived |
Full detail for one project. The card list skips archived done cards unless includeArchived is true |
add_project |
name, optional path, description, kind |
Manual add |
update_project_status |
projectName, optional status, notes |
Update the desk entry |
search_desk |
pattern |
Search notes, cards, kinds, markdown. Archived cards are included and marked |
search_code_patterns |
pattern |
Deprecated alias of search_desk |
get_project_timeline |
projectName |
Status history and time in each status |
get_activity_heatmap |
optional days (default 7) |
Activity heat map (points, events, daily counts) |
get_technology_trends |
— | Framework share, emerging tags, adoption timeline (coding only) |
get_project_health |
— | 0–100 scores, factors, recommendations |
open_desk |
— | Write desk/index.html and return its path |
add_card |
project, title, optional column, memoryRef, linkedPR, note |
Add a card. note is a short evidence line |
move_card |
id, column, optional note |
Move a card. Omit note to keep the current one |
update_card |
id, optional title, column, memoryRef, note |
Edit a card. A blank note clears it |
rename_column |
from, to |
Rename a board column |
register_from_workspace |
cwd, optional gitRemote, branch, openPR |
Silent coding register |
file_under_project |
name, optional kind, description |
Non-coding find or create |
rename_project |
from, to |
Fix a wrong name |
merge_projects |
source, target |
Absorb a duplicate |
start_desk_server |
optional rotate |
Opt-in loopback Kanban. Returns a bookmark URL and a one-time sign-in URL (valid once, for 10 minutes). Call again to mint a new code without rotating |
You talk in natural language. The host maps your words onto these tools.
Example workflow
You: I am in ~/Developer/widget-kit on branch main, PR 42. Register it.
Agent: calls register_from_workspace. Detected javascript.
You: What needs me?
Agent: calls get_desk_summary. Compact table, no notes dump.
You: File the invoice chase under a new accounting project.
Agent: calls file_under_project. "Filed under new project: Invoice chase"
You: Open the desk.
Agent: calls open_desk. You open KnowledgeBase/desk/index.html from disk.
Prerequisites
- macOS 13+ for the default path
- Swift 6.0+ (Xcode 16+)
- An MCP host
- Optional: Docker for the Linux image
Installation
Build from source
git clone https://github.com/M-Pineapple/Dev-Project-Coordinator.git
cd Dev-Project-Coordinator
swift build -c release
Executables:
.build/release/project-coordinator
.build/release/dpc
Claude Desktop
Settings → Developer → Model Context Protocol. Use the JSON in Quick start. No --port flag. This is stdio, not HTTP.
Cursor
Add the same server entry to your Cursor MCP settings JSON.
Claude Code
Register the same command path.
Grok Build
grok mcp add dpc -- /absolute/path/to/Dev-Project-Coordinator/.build/release/project-coordinator
Grok Bot
Create a Dev Project Coordinator bot in your Grok Bot:
- Create a new bot, or ask the bot you use to create bots to make one, and give it the prompt below as its instructions.
- Add this server to that bot as a custom MCP (see the install notes in the prompt). Bot templates cannot carry a custom MCP, so this step is always manual.
- Tell the bot what you are working on. It registers projects for you, keeps the board current, and can show the Analytics and Kanban views as a private Page.
## Identity
You are a desk operator for Dev Project Coordinator (DPC). You keep a local JSON board truthful. You do not write code in the user's repos. You do not host user data. You do not replace a memory or RAG product.
## Session start
1. Call `get_desk_summary` first.
2. Do not call `list_projects` unless the user asks for a deep dive.
3. If this is a coding session and you have a working directory, call `register_from_workspace` with cwd, git remote, current branch, and the open PR if you have it. Never create folders on disk.
4. If this is non-coding work, call `file_under_project`. If the tool says `Filed under new project: <name>`, tell the user that line. If the guess is wrong, call `rename_project` or `merge_projects` once.
## Board rules
- One card, one owner, one column.
- Columns default to backlog, doing, review, done, parked. Rename only when the user asks.
- Done cards older than the archive window (14 days unless configured) are hidden on the board and left out of `get_desk_summary` and `get_project_status`. They are not deleted. `search_desk` still finds them. Move one out of done to bring it back.
- A card may have an optional `note`: a short evidence line (a commit or a URL), not a memory dump. Set it with `add_card`, `update_card`, or `move_card`.
- After any card or status write, call `open_desk` so `KnowledgeBase/desk/index.html` is current.
- Ask before deleting or merging.
## Memory
If the user has a memory or RAG product, write the decision there. Set `memoryRef` on the DPC card. Put no prose from memory into DPC. If they have no memory product, leave `memoryRef` empty. DPC still works.
## Grok Bot Pages
You may refresh a **private** Page from `get_desk_summary` as an Analytics view and a Kanban view. The Page is a view, not a store. Do not auto-share. Project names and card titles are private. A public `pages.grok.bot` link is a publish action and needs an explicit user sentence that names that action. Local `index.html` remains the view for every other host.
## MCP install (tell the user)
Templates do not carry this server. After import, add a custom MCP named `dpc` (or `project-coordinator`) that runs the local binary:
```text
/absolute/path/to/Dev-Project-Coordinator/.build/release/project-coordinator
```
On Grok Bot's cloud computer, sibling bots can read files. Prefer local-computer execution, or the Linux Docker image with `DPC_KNOWLEDGE_BASE` on that disk.
## Shared board (optional)
If the user wants one board shared between your computer and their desktop, or readable by another assistant, offer the optional shared-board setup: a private GitHub repo as transport, a locked wrapper on your side, a two-way mirror on their desktop, and an optional read-only viewer. Follow docs/shared-board/README.md in the DPC repo step by step and do not improvise your own sync. Never put a token or key in a card, note, or message.
## Anti-jobs
- Do not implement Trello, Asana, or Jira.
- Do not copy memory prose into cards or notes.
- Do not start `start_desk_server` unless the user asks for drag-and-drop.
- Do not claim the template "just works" without the MCP.
The matching skill is in docs/grok-bot/SKILL.md.
Templates cannot include this server. After you paste docs/grok-bot/PROMPT.md, tell the bot to add a custom MCP that runs the binary. On the bot cloud computer, sibling bots can read files. Prefer local execution, or the Docker image with DPC_KNOWLEDGE_BASE on that disk.
Optional: set DPC_KNOWLEDGE_BASE (or legacy CPC_KNOWLEDGE_BASE) to a custom KnowledgeBase directory.
Optional: to share one board between a Linux host (such as a Grok Bot's computer) and your desktop, see the shared board guide.
Restart the host after changing the config.
Security configuration
Defaults live in Sources/ProjectCoordinator/SecurityValidator.swift (compiled in) and are merged with KnowledgeBase/security-config.json allowedPaths and DPC_ALLOWED_PATHS (colon-separated).
KnowledgeBase/security-config.json is trusted input. An agent that can write it can change the allowlist and enableValidation. Treat the file like other KnowledgeBase state: keep it private, and do not point DPC_KNOWLEDGE_BASE at a shared or world-writable directory.
Allowed roots: ~/Developer, ~/Documents, ~/GitHub, ~/Projects, ~/Desktop/Development, ~/Xcode
Config and env roots of /, the home directory, ~/Library, ~/.ssh, ~/.gnupg, and ~/.aws are ignored. Path checks expand a leading ~ only, then resolve symlinks on the path and on each root before the prefix test.
Limits: project name 100 · path 500 · description 2,000 · notes 10,000 · search pattern 300 characters
The home directory itself is rejected. Rebuild after changing the compiled list.
The optional desk server binds 127.0.0.1 only, default port 47821 (DPC_DESK_PORT or security-config.json deskPort). A random write token is stored in KnowledgeBase/desk/.write-token with mode 0600. The sign-in URL carries a one-time code, held in memory, valid once, for 10 minutes. It is not the write token. A used or expired code returns 401 and sets no cookie. GET /?token= is rejected. The session cookie is the write token (HttpOnly, SameSite=Strict). Writes accept that cookie or the X-DPC-Token header. Origin and Host must match the loopback URL with the port. There is no CORS wildcard. Every response includes Content-Security-Policy, X-Content-Type-Options, and Referrer-Policy: no-referrer.
Browsers do not scope cookies by port. A cookie set for 127.0.0.1 is sent to any port on that host. The desk port is fixed and fails closed if it is busy, so a squatter cannot take 47821 while DPC is running. The single-use sign-in code limits what a squatter can get from a URL in history or a log: it is not the long-lived write token, and a used or expired code cannot mint a cookie.
Not in v2.0
Pass-through to Trello, Asana, or Jira is out of this release. Use those vendors' own MCPs beside DPC if you need them. Two-way sync is a later conflict engine, not a DPC feature.
Project structure
Dev-Project-Coordinator/
├── Sources/
│ ├── ProjectCoordinator/ # Library
│ ├── project-coordinator/ # Executable
│ └── dpc/ # Alias executable
├── Tests/ProjectCoordinatorTests/
├── KnowledgeBase/ # Patterns, templates, local JSON
├── docs/grok-bot/ # Paste-in prompt and skill
├── docs/images/ # Logo, favicon, icons, screenshots
├── scripts/
├── Package.swift
└── README.md
Upgrading from v1.x
- Rebuild:
swift build -c release - Point your MCP host at the same
project-coordinatorbinary - Old project JSON still loads.
kinddefaults to coding when a path is present CPC_KNOWLEDGE_BASEstill works. PreferDPC_KNOWLEDGE_BASE. Removal is v3.0- Open
get_desk_summarybeforelist_projects - v1.4.x path matching is case-sensitive. If
add_projectrejects~/Github/..., pass~/GitHub/...(same folder on macOS). v2.0 resolves the on-disk path, so either spelling works when they are the same directory
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💖 Support This Project
If Dev Project Coordinator has helped you keep a local desk for your agents, consider supporting its development:
Your support helps me:
- Maintain and improve DPC with new features
- Keep the project open-source and free for everyone
- Dedicate more time to addressing user requests and bug fixes
- Explore new tools that enhance developer productivity
Thank you for considering supporting my work! 🙏
Contributing
Contributions are welcome. Report bugs, suggest features, open pull requests, or share patterns and templates under KnowledgeBase/.
License
Apache License 2.0. See LICENSE and NOTICE. Releases before v2.0.0 were MIT.
Acknowledgments
Built for the MCP ecosystem. Protocol stack: modelcontextprotocol/swift-sdk.
Made with ❤️ from 🍍 Pineapple