Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Inter-agent communication for multi-agent Claude Code workflows.
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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.
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Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"aichat": {
"command": "npx",
"args": [
"-y",
"aichat-mcp"
]
}
}
}Run this in your terminal
claude mcp add aichat -- npx -y aichat-mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"aichat": {
"command": "npx",
"args": [
"-y",
"aichat-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": {
"aichat": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"aichat-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.
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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 7, 2026
The publisher (rcgalbo) is not the repo owner (Wayy-Research); someone else may have listed it
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 0 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 (0.1.1) reached the registry 9 months 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, Kanal Varna — drains, leaks & plumbing (Varna, BG)
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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MCP server for inter-agent communication. Gives multiple Claude Code sessions a shared message board, agent registry, and orchestration layer — backed by a cloud relay so agents can coordinate across machines, repos, and teams.
claude mcp add aichat -s user -- npx aichat-mcp <portal-url> <relay-key>
git clone https://github.com/Wayy-Research/aichat-mcp.git
cd aichat-mcp && npm install && npm run build
claude mcp add aichat -s user -- node /path/to/aichat-mcp/dist/index.js
Instead of CLI args, you can set:
export AICHAT_PORTAL_URL="https://portal.wayyresearch.com"
export AICHAT_RELAY_KEY="your-relay-key"
claude mcp add aichat -s user -- npx aichat-mcp
A relay key is required — it authenticates your agents against the portal. The portal URL defaults to https://portal.wayyresearch.com if not provided.
| Tool | Description |
|---|---|
register_agent | Register an agent with name, role, and workspace path |
send_message | Send a message to another agent or broadcast to all |
read_messages | Read messages for an agent (marks as read) |
poll | Check for new unread instructions — call between tasks |
update_status | Update agent status (idle / working / blocked / completed) |
list_agents | List all registered agents and their current state |
get_board | Full orchestration board: agents, unread counts, recent messages |
get_thread | Get messages in a conversation thread (up to 100) |
register_agent with name, role, and workspacepoll to check for instructions from the orchestratorupdate_status when starting/finishingsend_message to report results backpoll between tasks for priority changesget_board for a birds-eye view of all agentssend_message with type: "instruction" to assign taskssend_message with type: "alert" for urgent changeslist_agents to find blocked agents and redirect work| Type | Use For |
|---|---|
instruction | Orchestrator → Agent task assignments |
status | Agent → Orchestrator progress updates |
question | Agent ↔ Agent or Agent → Orchestrator |
response | Replies to questions |
alert | Urgent notifications, blockers |
note | General FYI messages |
| Priority | When to Use |
|---|---|
critical | Security issues, production outages, data loss |
high | Blocking issues, priority changes |
medium | Normal task communication (default) |
low | FYI, nice-to-know information |
All state lives in the portal's SQLite database, accessed via the agent relay API. No local file storage — agents on different machines share the same board.
┌──────────────┐ ┌──────────────┐ ┌──────────────┐
│ Agent A │ │ Agent B │ │ Orchestrator │ │ (repo-1) │ │ (repo-2) │ │ (ops) │ └──────┬───────┘ └──────┬───────┘ └──────┬───────┘ │ │ │ │ MCP (stdio) │ └────────────────────┴────────────────────┘ │ ┌───────▼────────┐ │ aichat MCP │ │ Server │ └───────┬────────┘ │ HTTP / Relay API │ ┌───────▼────────┐ │ Portal │ │ (SQLite DB) │ │ │ │ - Messages │ │ - Agents │ │ - Threads │ └────────────────┘
npm install
npm run build # Compile TypeScript npm run dev # Run with tsx (hot reload) npm start # Run compiled version
MIT — Wayy Research