Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Senses for agents on live sites and media: read, see, hear, drive a flow, verify a claim.
These three are never merged into one score: opinions, measurements and popularity are different things.
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Works in Claude on the web, desktop and mobile:
https://api.pentasor.com/mcpRun this in your terminal
claude mcp add --transport http senses https://api.pentasor.com/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"senses": {
"url": "https://api.pentasor.com/mcp"
}
}
}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": {
"senses": {
"type": "http",
"url": "https://api.pentasor.com/mcp"
}
}
}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.
ChatGPT connects only to servers on the internet:
https://api.pentasor.com/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Tool names and descriptions exactly as the server reported them on Nov 6, 2026. The maker wrote them, not us; we show them as plain text.
readRead a URL as it is delivered: status, title, text and links, without running JavaScript. Works on every key. If `sparse` is true the page builds itself in the browser: use `see` instead.
seeLoad a URL in a real browser and return a screenshot you can look at plus the rendered text. For a video URL, returns frames from it. Free keys get a monthly allowance: call `senses` to see what is left.
hearTranscribe speech from an audio or video URL, up to 20 MB: full text, language and timed segments. Uses one perception per started minute of audio. Free keys get a monthly allowance of minutes.
perceiveHealth check with an explanation: is it up, how fast, its security headers, and an excerpt of what it says. Paid keys also get sight, or hearing for media. Its `ok` covers those readings only and does NOT check any claim about the content: use `verify` for that.
verifyCheck a claim about a live page. `must_contain`, `must_not_contain` and `expect_status` are checked exactly. A free-text `expectation` needs judgment: when Pentasor can't judge it, the verdict is `unverified` and you get the evidence (text, plus a screenshot on paid keys) to deci
driveOpen a URL in a real browser, run up to 20 steps (60 seconds at most), and return what happened: a timeline, screenshots and the final text. This acts on the live site: clicks and form submits are real. Nothing persists between calls, and typed text is not logged. Steps: {do: got
sensesWhat this key can use right now: its plan, which tools are open, and how many perceptions are left this month. Free to call.
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 7, 2026
The registry lists no source repo, so we cannot match the publisher (pentasor.com) to the code
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Responded in 141 ms (HTTP 200)
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Read 7 tool descriptions and found no hidden instructions to the AI
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 2 of 3 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 in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.0.0) reached the registry 2 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, Excaliself
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
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No README found in the repo