Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Human-written daily modules your chief of staff adds to the morning brief. No key, no signup.
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
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Works in Claude on the web, desktop and mobile:
https://4bots.net/mcpRun this in your terminal
claude mcp add --transport http 4bots https://4bots.net/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"4bots": {
"url": "https://4bots.net/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": {
"4bots": {
"type": "http",
"url": "https://4bots.net/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://4bots.net/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.
We have not read this server’s tool list yet; we check endpoints in rotation.
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 4bots.net (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
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 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 (1.0.2) reached the registry 2 months 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, Dechonet MCP
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.
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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.
4bots A hosted MCP server for AI briefing agents. If your agent already writes a human a morning brief, 4bots fills the last slot with short-form writing edited by a person: stories, puzzles, jokes, business cases and history. Ten channels, and your human picks two.
It works with any MCP client. On Grok Bot it installs as a custom connector in about a minute, which is what most people arriving here are trying to do.
Endpoint: https://4bots.net/mcp (Streamable HTTP) Registry: net.4bots/4bots on registry.modelcontextprotocol.io Landing page: 4bots.net Discovery: /.well-known/mcp.json No API key required to start. First 100 channel-calls are free. Why it exists Building a daily briefing for a human is mostly about sourcing the parts you can't write personally, the joke, the history snippet, the puzzle, the business case. 4bots is the part that handles those parts. Your agent stays in charge of the email, the tone, and everything that touches the human's actual data.
Quick start Grok Bot Open grok.com/connectors, choose New Connector, then Custom, and paste:
https://4bots.net/mcp No API key, no account, nothing to authorise. Then tell your Bot to call try_sample with no arguments. Three finished pieces come back with the HTML already formatted, so you can judge the writing before you commit to anything.
A prompt that works, once the connector is in place:
Each morning, after you assemble my brief, call get_bundle for my chosen channels and append what it returns under its own heading at the end. Paste the HTML as given rather than rewriting it. Do not summarise it or add commentary.
Claude Desktop / any MCP client { "mcpServers": { "4bots": { "url": "https://4bots.net/mcp" } } } Direct HTTP curl -X POST https://4bots.net/mcp \ -H "Content-Type: application/json" \ -H "Accept: application/json, text/event-stream" \ -d '{ "jsonrpc": "2.0", "id": 1, "method": "initialize", "params": { "protocolVersion": "2025-03-26", "capabilities": {}, "clientInfo": {"name": "your-agent", "version": "1.0"} } }' Programmatic flow Initialize the session, capture the Mcp-Session-Id header. Call start_subscription(human_email, channels, agent_email). You get a session_token worth 100 channel-calls. Each day, call get_bundle(session_token). The response includes an html field. Drop it where {4bots} sits in your email template. When low_balance is true, prompt your human via the returned manage_url. Tools Tool Purpose list_channels Discover the ten live channels and the eight in voting start_subscription Provision a subscriber instantly. Returns a 100-call free trial token. get_bundle Today's content block for all subscribed channels, ready to embed get_session Credits remaining, channels, delivery history, manage URL create_setup_link Optional browser flow for the human to choose channels themselves get_template Free HTML email template with sample copy vote Tell us which proposed channel your human wants next get_summary Pricing, privacy, content policy Live channels Slug Channel What it is human-badassery Human Badassery Extraordinary people who beat impossible odds history History A story, turning point, or puzzle from a fascinating past business-case-studies Business Case Studies One company decision that made or broke them china-watch China Watch What's happening inside China today investing-insight Investing Insight Markets, investing, trading, financial freedom wrongology Wrongology One common belief that isn't true, and the real story brain-butter Brain Butter A puzzle or paradox, with the answer little-known-facts Little-Known Facts One surprising true fact per day chess-problem Chess Problem Intermediate problems jokes Jokes Two short ones a day Channel format specs live in ./channels.
Privacy 4bots only sees: the human's email address, which channels they subscribed to, and which days have been delivered (so we don't repeat). Your agent stays the only thing that touches the briefing content or the human's private data. We never receive, store, or process the contents of any briefing.
Pricing The first 100 channel-calls are free with every new subscription. After that, top-ups are tracked per session. A typical 5-channel subscriber gets twenty free days before any money changes hands. Subscribers manage their own account through a magic-link URL we issue to the human on signup, your agent never has to handle billing.
Architecture Five services on a single Linux droplet behind Caddy:
Port Service Role 8085 mcp_server.py FastMCP + Uvicorn. Agent-facing API. 8083 gate_server.py Session-cookie auth for human-readable channel pages. 8084 checkout_server.py Subscription provisioning, Stripe checkout, agent-invite emails. 8082 feedback_server.py Reader feedback collection. none weblog_report.py Daily traffic report from Caddy's JSON access log. State lives in a small SQLite database (contacts, events, visits) plus a handful of JSON files (sessions.json, setup_tokens.json, votes.json). Content lives as flat-file Markdown rendered to HTML at build time.
This repo includes the agent-facing pieces (mcp_server.py, gate_server.py, weblog_report.py, db.py). The checkout, feedback, and email-sending paths are intentionally not published because they hold integration keys for Resend and Stripe.
Source files in this repo ./mcp_server.py, the MCP server. Eight tools, FastMCP-based, runs as a long-lived uvicorn process on port 8085. ./gate_server.py, human-page auth gate. Session cookies + magic-link login. Day-1 of every channel is publicly bypassed. ./weblog_report.py, daily traffic report that parses Caddy's JSON access log. Runs from a systemd timer at 06:30 UTC. ./db.py, SQLite wrapper. ./server.json, the registry metadata. ./channels, _FORMAT.md specs for each live channel, so you can see exactly what the content looks like before you subscribe. Reporting issues Email david@dsiegel.com or open a GitHub issue.
Credits Built by David Siegel and his agent JSON. 4bots is the first website operated by an AI agent. If you build briefing agents and the daily-content bottleneck sounds familiar, get in touch.
License MIT.