Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Input firewall for AI agents: scan text and files before an agent reads them. Local, no network.
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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.
You need
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Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"sunglasses": {
"command": "uvx",
"args": [
"sunglasses"
]
}
}
}Run this in your terminal
claude mcp add sunglasses -- uvx sunglassesPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"sunglasses": {
"command": "uvx",
"args": [
"sunglasses"
]
}
}
}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.
Paste into .vscode/mcp.json in your project
{
"servers": {
"sunglasses": {
"type": "stdio",
"command": "uvx",
"args": [
"sunglasses"
]
}
}
}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 6, 2026
The registry name was verified with the GitHub account sunglasses-dev, 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 (0.6.8) reached the registry 24 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Python (uv) on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, zanadir
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.
Find what a repository's CI is missing, and which security checks cannot fail the build.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
Open source input firewall for AI agents, beta. A local scanner checks text, code, PDFs, images, QR codes, audio and video with 1,513 patterns that carry a matcher (1,584 are listed) across 117 listed categories and reports findings and incomplete scans. A Claude Code hook blocks secret material in tool calls and the paths and hosts your policy lists, before a tool runs, best effort under its 10 second timeout.
What works today
tools/list and tools/call until a person approves the server at an interactive terminal. Once approved, it withholds a credential in a tool call or in a tool result, which is the credential lane and not general inspection of everything a tool returns. Installing it is not protection on its own. See What the proxy enforces.Sunglasses is a local, open-source scanner for text and supported files. It reports what it matched and what it could not read, so you can decide what to pass onward. It produces findings and an exit status; a CI job, a Claude Code hook or your own code acts on that result.
python3 -m venv .venv && source .venv/bin/activate
python -m pip install --upgrade sunglasses curl -fsSL -o sixty-seconds.sh https://raw.githubusercontent.com/sunglasses-dev/sunglasses/main/demo/sixty-seconds.sh && bash sixty-seconds.sh
An activated virtualenv keeps the install and the sunglasses your shell resolves in the same environment, and --upgrade matters if you already have an older version. curl -fsSL fails on an HTTP error instead of saving the error page, so the script only runs if the download actually succeeded.
The script writes three fixture files into a temp directory, and deliberately scans a fourth path that does not exist, five scanner invocations in total, because the archive is scanned twice (human output and JSON). The script's own commands execute; scanned content stays data (it is never executed, and the ZIP is not extracted).
Abbreviated output, recorded on 0.5.6. Finding rows 2-5 are omitted below; timings and presentation are not shown because they vary:
$ sunglasses scan --file notes.md # ordinary sprint notes
PASS — No threats detected. scanner exit code: 0
$ sunglasses scan --file vendor-brief.md # a vendor brief with an instruction buried in it BLOCK [HIGH] — 6 threat(s) found:
scanner exit code: 1
$ sunglasses scan --file attachments.zip # an archive we do not extract INCOMPLETE No findings in the inspected scope. Part of this input was not read, so this is not a clean result. scanner exit code: 3
$ sunglasses scan --file missing.md File not found: missing.md — Nothing was scanned. Check the path. scanner exit code: 2
And the same archive as JSON. Selected fields from the scan document, not the whole of it:
{
"decision": "not_inspected", "threat_found": false, "inspection_complete": false, "is_clean": false, "extraction_warnings": [ "ZIP archive not inspected — SUNGLASSES does not extract this format, so no content from attachments.zip was scanned. This is not a clean result. It lists 2 members, 33 bytes declared by the archive (brief.txt, notes/summary.txt); the member names were scanned." ] }
decision: not_inspected with `is_clean: false`. The archive's table of contents was read and its member names were scanned; the members themselves were not, and when no member name matches a pattern the decision says so itself (before 0.6.17 it said allow beside is_clean: false). A caller that tests `decision == "allow"` stops here; one that tests `decision != "allow"` should read `threat_found` before treating this as a threat. The document exposes the distinction; acting on it is the caller's job.
*Timings and presentation vary. The demo checks the exit statuses and the ZIP coverage fields; report a mismatch against your installed version.*
⭐ If this is useful, consider starring the repository.
🕶 Or try it in your browser, no install: sunglasses.dev/scan (scan text, GitHub repos, or images). Image OCR runs locally in your browser; the image never leaves your device.
python -m sunglasses.proxy -- runs a real MCP server as a child process and mediates the stdio session between it and your client. What it does depends entirely on whether that server has been approved, and the two states are very different.
Out of the box, every tools/list and tools/call from your client is refused. The client receives a typed JSON-RPC error like this one.
{"jsonrpc":"2.0","id":3,"error":{"code":-32070,"message":"SUNGLASSES_WITHHELD",
"data":{"reason_code":"APPROVAL_REQUIRED","rule":"S4", "status":"not_run","inspection_complete":false, "inspected_utf8_bytes":0, "server_id":"40ed892fc0f0b8819c294778c492dbd0", "snapshot_sha256":"26aeeb2f7c5b61aa33523967171d46c0d248cd13d612cef913b089daccae4c64"}}}
`server_id` and `snapshot_sha256` are the two values the approve command needs, and the refusal is where you get them. You do not have to look inside the state directory to find out what to approve.
status: not_run and inspected_utf8_bytes: 0 describe your client's request. It is not forwarded to the server and its arguments are not scanned. The proxy does read the server's own tool list first. It fetches every tools/list page from the server and scans the descriptors to build the snapshot you approve. A page with a finding is refused on that finding before any approval is looked up. Installing the proxy does not protect anything by itself.
Approval is a deliberate human step and it requires an interactive terminal.
$ python -m sunglasses.proxy approve <server_id> --snapshot <snapshot_sha256>
approving records that a human viewed this capture, and this is not an interactive terminal, so nobody did # exits 1, nothing is recorded
It prints the tool names and the first 16 characters of each descriptor digest, then asks. It records that someone at an interactive terminal answered yes to that list. From a pipe it refuses. Run it at a real terminal and answer the prompt.
An approval belongs to one server, not to a tool list. The snapshot hash covers the descriptors, and two different servers exposing the same tools have the same snapshot_sha256, but they get different server_ids, and the approval is stored against the server_id. Measured: two servers whose captures both read snapshot_sha256 26aeeb2f7c5b61aa… carry the ids 8740fa6360ce72946fa5a99e86974e01 and 0096972d2543ec556ad9eefe9c144b05, and approving the first left the second refusing with APPROVAL_REQUIRED until it was approved at its own terminal prompt.
So changing the command behind a familiar tool list does not inherit the approval you already gave. A server that presents the same descriptors as one you trust is still a server you have not approved.
With the snapshot approved, the mediator inspects messages in both directions and withholds one whose content the engine blocks, returning the reason code, the rule, the bytes inspected and the rule ids that fired:
{"jsonrpc":"2.0","id":3,"error":{"code":-32070,"message":"SUNGLASSES_WITHHELD",
"data":{"reason_code":"PROHIBITED_CONTENT","rule":"S2","status":"complete", "inspection_complete":true,"inspected_utf8_bytes":87, "rule_ids":["GLS-SD-001-API","GLS-SD-003-API"]}}}
-API rules are the tool-result channel. A tool result is the api_response channel: from the shell, sunglasses scan --channel api_response runs those rules, and --channel tool_output runs none of the credential rules. A test pins this wording and the three facts behind it (see the CHANGELOG entry).KEY=value that is indented by any whitespace, or sits inside a JSON string, or sits behind a quote, is not matched on any channel, not in a tool result, and not in a file or a message either, which are channels it does declare. Indentation alone is enough, which makes this wider than it sounds: a config block, a YAML mapping or an indented snippet all miss. Note the assignment's POSITION is what matters and not the quoting of its value. PASSWORD="hunter2" at a line start is matched, "PASSWORD=hunter2" is not. When the value is in a known credential format the GLS-SD-001 family still catches it everywhere (GLS-SD-001 on file, message and web content, GLS-SD-001-API in a tool result), so what is actually uncovered is an assignment whose value has no recognisable shape (a password, a DSN, an internal token) once it is embedded. Closing it needs a different anchor, which is a new rule with its own fixtures rather than a channel added to this one.tools/list returns the real list and a benign call returns its real result.Ctrl-C while the proxy is serving no longer aborts the interpreter. Once shutdown finishes, the process exits with status 130. Shutdown waits on the server, so a server that has stopped reading its input can hold it open.
This is the credential lane on tool results and tool calls. It is not general inspection of everything a tool returns, and no comparison with any other tool is claimed. See *Not claimed in this release* in CHANGELOG.md.
Four exit statuses, deliberately different signals:
| exit | meaning
Only the beginning is shown; read the rest in the repo