Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Open automation engine for AI agents. Control live browsers and desktop apps locally.
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.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"weavetab": {
"command": "npx",
"args": [
"-y",
"@weavetab/mcp"
]
}
}
}Run this in your terminal
claude mcp add weavetab -- npx -y @weavetab/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"weavetab": {
"command": "npx",
"args": [
"-y",
"@weavetab/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": {
"weavetab": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@weavetab/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.
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.
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 against the domain weavetab.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.
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 (2.5.0) reached the registry 20 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, yontu
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.
Türkçe yazı denetimi: TDK kuralları, yapay zekâ izleri, metin türüne göre üslup.
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.
The open automation engine for AI agents. Control live browsers and desktop apps locally with instant execution.
Tool Reference · Documentation · Architecture · Support · Security
Weavetab is the open automation engine for AI agents. It connects models directly to live Chromium browsers and Electron desktop applications via native Chrome DevTools Protocol (CDP) sockets — no WebDriver binaries, no cloud relay, zero telemetry.
Actions execute directly over local CDP sockets without external driver overhead. Web pages are translated into agent-readable semantic maps with turn-by-turn diffing that reduces token usage by up to 95%. Built-in security enforces local domain policies, role-based access control, and client-side credential injection.
Built and architected by fy2ne.
The standard approach — Playwright over MCP — works. But it carries fundamental architectural costs that compound at scale.
| Playwright / Puppeteer | Weavetab | |
|---|---|---|
| Protocol layer | WebDriver BiDi or CDP via browser binary | Direct CDP WebSocket |
| Tool execution overhead | 50–300 ms (binary + IPC overhead) | In-process (direct local socket) |
| Desktop app control | Browser only | Chrome + any Electron app (Discord, VS Code, Figma…) |
| DOM representation | Full HTML dump to LLM | Semantic Map 3.0 with delta diffing |
| Token cost per map | ~2,000–8,000 tokens | ~80–400 tokens (95% reduction via delta) |
| CAPTCHA | API service required | Zero-API via CDP mouse physics |
| Credential safety | Secrets passed in plaintext | Blind Injection — never in LLM context |
| Extension access | Limited | Full Chrome Extension API surface |
MCP Client (Claude / Cursor / Antigravity / Copilot / Windsurf)
| | JSON-RPC 2.0 (stdio or WebSocket 127.0.0.1:3000) v +-------------------------------------------------------------+ | Weavetab MCP Server | | | | +-----------------+ +---------------------------------+ | | | Security Layer |-->| Intelligence Engine | | | | Rate · RBAC | | Map 3.0 · Delta · Memory | | | | Policy · Audit | | Pruner · Framework Detector | | | +-----------------+ +----------------+----------------+ | | | | | +----------v----------------+ | | | CDP Bridge | | | | Ghost Cursor · Typing | | | | App Router · Loop Guard | | | +----------+----------------+ | +-------------------------------------------------------------+ | CDP WebSocket (127.0.0.1) +---------------------------+-----------------------------+ v v v Chrome / Edge VS Code / Discord Your Electron App (any tab) (Electron apps) (local dev)
No cloud. No external process. Both the CDP WebSocket connection and the optional MCP WebSocket daemon (--ws) are strictly bound to 127.0.0.1 with shared-secret authentication (~/.weavetab-system/ws-secret) and Origin/Host header verification.
npx -y @weavetab/mcp
Add to your MCP client config:
{
"mcpServers": { "weavetab": { "command": "npx", "args": ["-y", "@weavetab/mcp"] } } }
| Client | Config path |
|---|---|
| Claude Desktop | ~/Library/Application Support/Claude/claude_desktop_config.json |
| Claude Code | claude mcp add weavetab -- npx -y @weavetab/mcp |
| Cursor | .cursor/mcp.json |
| Antigravity | ~/.gemini/antigravity/mcp/weavetab/ |
| VS Code Copilot | .vscode/mcp.json |
| Windsurf | ~/.codeium/windsurf/mcp_config.json |
The primary bottleneck in browser-based agents is DOM representation. Full HTML dumps are noisy, large, and structurally meaningless to language models. Weavetab's browser_map runs an in-browser CDP walker that produces a compact semantic map:
╔═ ACTIVE DIALOG: "Confirm Payment" ═╗
[w:3] button "Confirm" [w:4] button "Cancel"
┌ "Pro Plan — $49/mo" [w:12] button "Upgrade" [w:13] button "View Details" [w:14] input val:"john@example.com" ph:"Email address" FOCUSED
[w:20...w:38] 18 nav links: "Dashboard" ... "Sign out"
Key properties:
w:N) are stable within a session and used by all interaction tools~ modified, + added, − removed), cutting re-read cost by up to 95%Clicks are not dispatched as synthetic DOM events. They are delivered as a physical sequence of Input.dispatchMouseEvent CDP calls along a Bezier curve trajectory with randomized acceleration, natural jitter, and hold durations. Anti-bot fingerprinting that flags event-based automation does not trigger.
browser_pointer supports hover_chain for multi-level menu traversal in a single tool call:
{
"hover_chain": ["File", "Export As", "PNG"], "click_final": true }
browser_type_secret resolves secrets server-side from ~/.weavetab/secrets.json. The resolved value is never included in the MCP response, never appears in DOM snapshots, and is permanently masked as [REDACTED] in all audit logs. The LLM context never sees the credential.
weavetab secrets set GITHUB_TOKEN
Any tool accepts an optional app parameter that routes the command to a registered Electron process instead of a browser tab:
{ "app": "discord", "ref": "w:24", "text": "Hey, deploying now" }
Register apps in ~/.weavetab/config.json:
{
"electron": { "discord": "C:\\Users\\ \\AppData\\Local\\Discord\\Discord.exe", "vscode": "C:\\Users\\ \\AppData\\Local\\Programs\\Microsoft VS Code\\Code.exe", "figma": "C:\\Users\\ \\AppData\\Local\\Figma\\Figma.exe" } }
Weavetab auto-attaches via CDP to the registered process. No code changes required in the target application.
browser_captcha solves Cloudflare Turnstile, reCAPTCHA v2/v3, GeeTest, and hCaptcha by orchestrating CDP mouse events that replicate human behavioral signatures — velocity curves, micro-pauses, scroll inertia — with no third-party API, no external service, and no API key required.
41 tools across 9 categories. Full parameter reference: docs/tools/tools.md
| Category | Tools |
|---|---|
| Vision & DOM | browser_map browser_find browser_scrape browser_inspect browser_snapshot browser_screenshot browser_console browser_extract_design |
| Input & Interaction | browser_click browser_type browser_type_secret browser_key browser_pointer browser_select browser_fill browser_upload browser_scroll |
| Navigation & Environment | browser_navigate browser_tabs browser_detect browser_viewport browser_emulate |
| Mission & Automation | browser_burst browser_automation browser_recording browser_pattern_learn |
| Safety & Human Oversight | browser_dialog browser_thoughts browser_clipboard browser_wait |
| Autonomous CAPTCHA | browser_captcha |
| Network & Storage | browser_network_intercept browser_storage browser_cookies browser_checkpoint browser_performance |
| Office Documents | browser_office |
| Canvas & Eval | browser_eval browser_pdf browser_canvas browser_highlight |
--ws) are strictly bound to 127.0.0.1 with 256-bit shared-secret Bearer/handshake authentication and Origin/Host validation. No listener on external interfaces.allow / read-only / deny / audit rules under the top-level policies array in ~/.weavetab/config.json (blocks *.bank.* and paypal.com out of the box)operator (default), viewer (least-privilege read-only), automation, system, admin — enforce tool-level permission gates@weavetab/* official, verified registry allowlist, and mandatory interactive confirmation + weavetab.json permission manifest inspection for unverified packages)~/.weavetab-system/logs/mission_ .logSecurity vulnerabilities: security@fy2ne.me (do not use public issues).
weavetab # Start in stdio mode (default)
weavetab --ws --port 3000 # WebSocket daemon mode (bound to 127.0.0.1) weavetab config # Interactive configuration wizard weavetab secrets set KEY_NAME # Store a secret (never echoed) weavetab secrets list # List stored secret keys (not values) weavetab plugin add # Install a verified/confirmed plugin weavetab plugin list # List installed plugins
Configuration file: ~/.weavetab/config.json
{
"browserType": "chromium", "headless": false, "extension": true, "maxActionsPerMinute": 60, "role": "operator", "electron": { "discord": "...", "vscode": "...", "antigravity": "..." } }
Weavetab exposes a typed Plugin SDK for authoring custom MCP tools, HUD overlays, and tool lifecycle hooks:
npx @weavetab/sdk init my-plugin
See docs/PLUGINS.md for architecture, manifest spec, and SDK API reference.
AGPL-3.0-only. Client connections over stdio or WebSocket do not extend copyleft obligations to your client application or models.
[Sponsor development](https://github.c
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