Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
An atomised index of TouchDesigner plus a live bridge, exposed to AI agents over MCP.
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.
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
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.
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These 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 8, 2026
The registry name was verified with the GitHub account grigabyte, which owns the repo
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.
The registry does not list a required key, though some servers ask you to sign in on first use.
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 (0.3.0) reached the registry 39 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, Tethered Trust
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.
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td-atlas
An atomised index of TouchDesigner, a live bridge into a running instance, and an offline reader for saved projects — exposed to AI agents over MCP.
Install · Use it from an agent · Tools · Command line · Troubleshooting · Changelog
Left: an agent builds an audio-reactive scene from an empty project. Right: it works inside a finished one.
td-atlas gives an agent three things. The exact operator and parameter names from *this* machine. Hands inside a running instance, with one step of undo. And a way to read a saved project without opening it.
errors covers what TouchDesigner itself calls an error, and td_health covers the breakage it stays quiet about..toe on every save, so a project gets a diffable history in git.Three things have to be there first.
claude mcp add line further down. Any MCP client reaches the same tools.Compatibility lists the platforms and what the connector can change in your project.
On macOS, one line from a terminal. The installer is a POSIX shell script, so Windows takes the step-by-step sequence below.
curl -fsSL https://grigabyte.github.io/td-atlas/i | sh
If that address does not answer, the same script comes out of the repository:
curl -fsSL https://raw.githubusercontent.com/grigabyte/td-atlas/main/install.sh | sh
install.sh finds a Python, clones the repository, makes a virtualenv beside it, installs the package, builds the index and stages the bridge. Every command is printed before it runs.
It asks two questions: where to clone, and whether to build the index now. The default answer to the first is ~/td-atlas. With no terminal to ask, it takes the default for both.
Two directories end up on disk: the checkout, ~/td-atlas unless you named another, and ~/.td-atlas. Besides those, uv or pip fills its own package cache, as it does for any package. No sudo. System directories and your shell startup files are left alone. Run it again on an existing checkout and it updates that checkout.
By hand, or on Windows, the same sequence step by step
The block below uses uv, a fast installer for Python packages. Each line carries a second form in the comment beside it, and that one runs on the python3 you already have.
git clone https://github.com/grigabyte/td-atlas
cd td-atlas uv venv # or: python3 -m venv .venv uv pip install -e . # or: .venv/bin/pip install -e .
There is no package on PyPI. pip install td-atlas and uvx td-atlas will find nothing. Then, from the checkout:
.venv/bin/td-atlas build # offline index, 13–16 s, no TouchDesigner process
.venv/bin/td-atlas install # stage the bridge, print the bootstrap and MCP lines
Commands from here on are written td-atlas for short. Unless the virtualenv is activated, call it by path. In the checkout that path is .venv/bin/td-atlas. From anywhere else it is the whole path, ~/td-atlas/.venv/bin/td-atlas for the default directory. On Windows it is .venv\Scripts\td-atlas. A system Python does not see the package.
td-atlas install prints two things to paste. The curl line ran it for you, so both are already at the end of what it printed; running it again prints them again. First, into TouchDesigner's textport (Dialogs → Textport and DATs), once per project:
exec(open('/Users/you/.td-atlas/bootstrap.py').read())
The textport answers with [td-atlas] lines. The last one names your TouchDesigner build and the project the bridge attached to.
[td-atlas] registered as /Users/you/.td-atlas/instances/9977.json
[td-atlas] bridge ready at /tdatlas on port 9977 (auth: token) [td-atlas] TouchDesigner 2025.32460, project 'NewProject.1.toe'
Second, a claude mcp add line for your MCP client. See As an MCP server. To also write that same entry into DIR/.mcp.json, or merge it into one that is already there, pass --write-mcp-json DIR.
Once the textport has answered, finish the index.
td-atlas probe
This pass adds the facts only a running instance knows.
Last, check the install. If you came in halfway, start here.
td-atlas doctor
A finished install answers with every link ok, and one closing line.
environment : ok — running from /Users/you/td-atlas/.venv …
touchdesigner : ok — build 2025.32460 at /Applications/TouchDesigner.app … index : ok — 667 ops, 24251 params, 2060 articles … index build : ok — index and installation agree: 2025.32460 probe : ok — runtime pass complete: 647 ops probed … bridge : ok — connected on port 9977 to 'NewProject.1.toe' … mcp server : ok — 'claude mcp add …' launches …
every link checked out.
The counts come off your own copy of TouchDesigner, so yours will differ. Every link that is not ok comes with its repair, and a broken one makes the command exit non-zero. Before the index is built you see index : FAIL … fix: td-atlas build, and before the bridge is staged, bridge : warn … fix: td-atlas install.
Run td-atlas install and paste the claude mcp add … line it prints. That line names the interpreter by absolute path, so it keeps working from any working directory, with or without an activated virtualenv. Wiring it in by hand looks like this:
claude mcp add td-atlas -- /path/to/python -m td_atlas.cli mcp
From here you say what you want in plain language. Here is what the agent calls on it:
| What you say to the agent | What it calls |
|---|---|
| *"Which operator displaces an image with noise? Give me the exact parameter names before you build anything."* | td_search_operators, then td_operator_schema |
| *"Build a noise into a blur into an out TOP in the project I have open, and check nothing is silently dead."* | td_build — one undo block — then td_health |
| *"It looks like nothing is happening."* | td_health, then td_flags on whatever it names |
| *"Show me what that looks like right now, and the motion over a second."* | td_render, and a contact sheet for the motion |
*"What is inside /project1 of myproject.toe? TouchDesigner is closed."* | td_project_read — the file is copied to a cache and read there |
| *"What did you change since we started?"* | td_snapshot before and after, then td_project_diff on the two — components in ~/.td-atlas, never your own file |
| *"Undo that."* | td_undo — a whole td_build batch is one step |
47 tools in three groups. 9 index tools work offline, 29 live tools act on a running instance, and 9 project-file tools read and write .toe/.tox from disk. Each one, with its arguments and what it is for, is in plugin/skills/touchdesigner/references/tools.md, and a test holds that list to the code.
td_build and td_set_params check parameter names against the index before sending, so the usual mistakes come back as corrections:
- t: is a parameter group, not a settable parameter (try: tx, ty, tz)
| Document | For |
|---|---|
plugin/skills/touchdesigner/SKILL.md | Agents *using* the connector |
plugin/skills/touchdesigner/references/gotchas.md | Every trap that produced no error |
plugin/skills/touchdesigner/references/tools.md | All 47 MCP tools |
AGENTS.md | Agents *contributing to* this repository |
CONTRIBUTING.md | How to run the tests and the linter before a pull request |
CHANGELOG.md | What changed per version, and every protocol change without fail |
docs/architecture.md | How the three layers fit together, and why |
docs/cli.md | Every td-atlas subcommand and flag, and what each one needs |
docs/formats.md | The reverse-engineered .toe/.tox format, with evidence |
docs/atom-index.md | The two passes that build the index, and what each source yields |
docs/bridge.md | The component that runs inside TouchDesigner, and what it adds beyond exec |
docs/health.md | What TouchDesigner does not report, and what td_health prints instead |
docs/journal.md | The call journal: what is written, by whom, and what is kept out |
| docs/offline-projects.md | Reading,
Only the beginning is shown; read the rest in the repo