Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Read, create and edit open-source noddle draw diagram boards, browse versions and comment.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
NODDLE_BASE_URL, NODDLE_AGENT_NAME, NODDLE_AI_PROVIDER, NODDLE_AI_KEY, NODDLE_AI_MODELValues marked secret are keys to your account. Never share them or paste them into a chat.
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Download the maker’s .mcpb file
The link goes to the maker’s own file; we do not host or repackage it. Open the file and Claude Desktop installs it.
Run this in your terminal
Fill in the empty values before running it.
Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
NODDLE_BASE_URL envNODDLE_AGENT_NAME envNODDLE_AI_PROVIDER envNODDLE_AI_MODEL envThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026
The registry name was verified against the domain noddle.dev (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
You need to fill in: NODDLE_AI_KEY
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (1.0.0) reached the registry 34 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need MCPB on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, SSTracker free youth training
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Free youth sports drills, practice plans and age-group answers for parents and coaches.
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Lets an AI agent (Claude Code, Claude Desktop, or any MCP client) work on a board alongside you: read, create and edit boards, browse version history, and comment like any other collaborator.
noddle draw is anonymous. There are no accounts and no tokens. A board id (12 hex chars) or a board URL is the capability. The agent can open any board you give it, and anyone holding the link of a board the agent creates can open it too. The agent signs its comments and version snapshots with NODDLE_AGENT_NAME.
urllib + json), so there is nothing to install._meta["io.modelcontextprotocol/protocolVersion"] + clientCapabilities. The server implements server/discover, and sets resultType and _meta["io.modelcontextprotocol/serverInfo"] on every result, plus ttlMs/cacheScope on list/read results. An unsupported version returns -32022 UnsupportedProtocolVersion.ping works in this mode. JSON-RPC batches are accepted only for 2025-03-26, the only revision that allowed them.Claude Code (from the repo root; an absolute script path is more robust):
claude mcp add noddle -- python3 mcp/noddle_mcp.py
claude mcp add noddle --env NODDLE_BASE_URL=http://127.0.0.1:8000 -- python3 mcp/noddle_mcp.py
Claude Desktop (~/Library/Application Support/Claude/claude_desktop_config.json) or a project .mcp.json use the same shape:
{
"mcpServers": { "noddle": { "command": "python3", "args": ["/absolute/path/to/noddle-draw/mcp/noddle_mcp.py"], "env": { "NODDLE_BASE_URL": "https://draw.noddle.dev" } } } }
MCP Bundle (one-click install in Claude Desktop and other MCPB clients): download noddle-draw.mcpb from the latest mcpb-v* release and open it. It needs only Python 3.10+ (standard library, no install step).
From a checkout (pyproject.toml here):
uvx --from ./mcp noddle-draw-mcp # or: pipx install ./mcp && noddle-draw-mcp
The server is listed in the official MCP Registry as dev.noddle/draw (see Releasing).
| Env | Default | |
|---|---|---|
NODDLE_BASE_URL | https://draw.noddle.dev | http(s) origin of the noddle draw instance. A non-http(s) value exits with code 2 |
NODDLE_AGENT_NAME | MCP agent | display name on comments and version history (max 40 chars) |
NODDLE_TIMEOUT | 30 | seconds per board API call |
NODDLE_AI_TIMEOUT | 180 | seconds for generate_diagram |
NODDLE_AI_PROVIDER | — | optional BYOK for generate_diagram: claude, openai, gemini, openrouter or custom |
NODDLE_AI_KEY | — | your AI provider key. It is sent only to NODDLE_BASE_URL, as the same X-AI-* headers the web app uses, and never stored. Unset means the instance's shared pool is used, if it has one |
NODDLE_AI_MODEL | — | optional model override |
NODDLE_AI_BASE | — | OpenAI-compatible base URL (provider custom only) |
CLI: --help, --version, --list-tools (prints the tool definitions as JSON). Exit codes: 0 when stdin closes (normal shutdown), 2 for bad configuration.
Every tool returns structuredContent that conforms to its outputSchema, plus the same JSON as a text block. Board tools also return a resource_link to noddle://board/{id} (revisions ≥ 2025-06-18). Wherever a tool takes doc_id, you can pass either the 12-hex id or the board URL ({base}/d/{id} or /embed/{id}). A URL on a different origin than NODDLE_BASE_URL is refused.
| Tool | readOnly | destructive | idempotent | openWorld | What it does |
|---|---|---|---|---|---|
get_board | ✓ | ✗ | Name, url, my_role (editor/viewer), updated_at, page summary and diagram JSON. Optional page_id and include_svg | ||
create_board | ✗ | ✗ | ✗ | ✗ | New board, with optional diagram JSON. Anyone with its url can edit it |
update_board | ✗ | ✓ | ✓ | ✗ | Replace the WHOLE diagram (fetch → edit → send back). A version snapshot is kept. expected_updated_at turns a concurrent edit into a conflict error instead of an overwrite |
rename_board | ✗ | ✗ | ✓ | ✗ | Rename |
list_versions | ✓ | ✗ | Version-history snapshots, newest first | ||
get_version | ✓ | ✗ | One snapshot's diagram. To restore it, pass it to update_board | ||
list_comments | ✓ | ✗ | Comment threads | ||
add_comment | ✗ | ✗ | ✗ | ✗ | Pin to ONE of node_id / edge_id / parent_id (reply) / point x,y (+ page_id). Works on view-only links too |
generate_diagram | ✓ | ✓ | Turns prose or Mermaid into diagram JSON through the instance's AI (your BYOK key or its shared pool). It saves nothing, so pass the result to create_board/update_board |
There is deliberately no `list_boards` and no delete: the API has neither. Link access is not discovery, and an anonymous board has no owner who could be trusted to delete it. Writes to a board whose link is view-only fail with a 403 tool error.
Diagram payloads are pass-through. The server checks only the envelope ({pages:[{id,nodes,edges}]} or legacy {nodes,edges}, with string ids). Node and edge fields are forwarded untouched, so new editor fields (e.g. the freedraw kind with points, or curved routing) work without a server update. See DiagramNode / DiagramEdge in contracts/openapi.yaml.
Errors:
isError: true tool results that the model can act on.-32602, unknown method -32601, malformed JSON -32700, invalid request -32600.resources/list lists the boards this session has created, read or edited, as noddle://board/{id} (application/json, lastModified). It starts empty, because the API has no listing. resources/templates/list exposes noddle://board/{doc_id}, so a client can read any board by id. resources/read returns the same JSON as get_board. An unknown board returns -32602.design_board(topic, notes?): generate → sanity-check → create_board → reply with the url.review_board(doc_id): embeds the board as a resource and asks for a critique posted as anchored comments.> Create a board "Payment flow" with Client → API Gateway → Payment Service → Database,
then comment on the Database node reminding the team to review indexes.
Claude: generate_diagram(text="Client -> API Gateway -> Payment Service -> Database") → create_board(name="Payment flow", diagram=…) → add_comment(doc_id, body="Please review indexes for the payments table", node_id="db") → returns https://draw.noddle.dev/d/{id}
Comments reach an open board in realtime. A diagram written with update_board shows up when the board is reloaded.
python3 -m pytest mcp -q # or: python3 -m unittest discover mcp
test_noddle_mcp.py runs the real server over stdio against a fake in-process REST backend. It covers version negotiation (modern and legacy), schema validity, read and write tools, board-URL ids, view-only links, resources, prompts, BYOK header forwarding and error paths. It also asserts that stdout carries only JSON-RPC, that no request ever carries an Authorization header, and that a BYOK key never leaks into output or logs.
mcp/server.json is the registry listing (dev.noddle/draw); it points at the MCP Bundle attached to a GitHub release. The dev.noddle/* namespace is verified over HTTP: noddle.dev serves the publisher's ed25519 public key at /.well-known/mcp-registry-auth.
__version__ in noddle_mcp.py, version in mcpb/manifest.json, version in pyproject.toml, and version in server.json. Registry versions are immutable; a metadata-only fix uses a suffix such as 1.0.0-1.mcp/build_mcpb.sh → mcp/dist/noddle-draw.mcpb (prints its SHA-256).gh release create mcpb-v mcp/dist/noddle-draw.mcpb --title "MCP server ".server.json, set the package identifier to the release download URL and fileSha256 to the printed hash, then publish with the namespace key holder's mcp-publisher login http --domain noddle.dev --private-key … and mcp-publisher publish mcp/server.json.update_board keeps the stored SVG preview. The preview refreshes on the next save in the editor.http to a non-loopback host logs a warning.generate_diagram sends text to an AI provider. Never pass customer PII, credentials or account numbers.