Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Decision intelligence for product teams. Turn scattered feedback into signal you can act on.
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.
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Works in Claude on the web, desktop and mobile:
https://mcp.meetsquad.ai/mcpRun this in your terminal
claude mcp add --transport http squad https://mcp.meetsquad.ai/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"squad": {
"url": "https://mcp.meetsquad.ai/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": {
"squad": {
"type": "http",
"url": "https://mcp.meetsquad.ai/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://mcp.meetsquad.ai/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.
The server asks you to sign in before it lists its tools.
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 publisher (meetsquad.ai) is not the repo owner (the-basilisk-ai); someone else may have listed it
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Responded in 690 ms (HTTP 401)
Declares OAuth sign-in, so your AI app can take you to log in
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 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 (4.3.3) reached the registry 4 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, topo^alpin
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.
Avalanche bulletins and mountain weather forecasts for any place in the Alps.
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A remote MCP server that brings Squad — the AI product feedback intelligence platform — directly into your AI workflows. Connect Squad to Claude, ChatGPT, or any MCP-compatible AI assistant to turn raw user feedback into signals, insights, actions, and briefs without context switching.
Squad continuously ingests feedback, clusters it into signals, distils it into insights, and links it to the actions and goals that move your product forward. The MCP server exposes that same intelligence — read the evidence behind a decision, capture new feedback, and generate briefs from your assistant.
Connect Squad to your AI assistant in seconds:
Claude Code:
claude mcp add --transport http squad https://mcp.meetsquad.ai/mcp
On first use, you'll be prompted to authenticate via OAuth in your browser.
Other MCP Clients:
Connect using https://mcp.meetsquad.ai/mcp — OAuth configuration is automatically discovered via the server's .well-known/oauth-protected-resource metadata (which points clients at PropelAuth as the authorization server).
See [USAGE_EXAMPLES.md](./USAGE_EXAMPLES.md) for detailed real-world examples. A few things you can ask:
Squad entities are referenced by short display IDs so the assistant can cite its evidence:
| Prefix | Entity | Prefix | Entity |
|---|---|---|---|
SI- | Signal | GL- | Goal |
IN- | Insight | BR- | Brief |
AC- | Action | DC- | Document |
CL- | Cluster |
The server exposes 30 tools. Write tools require a token minted with the write:workspace scope; read tools only need read:workspace.
list_workspaces — List every organisation and workspace you can access, with the current selection marked.select_workspace — Select which organisation and workspace subsequent tools operate on.get_workspace_overview — One-call orientation: mission and description, top goals, recent signal activity, evidence-chain health, and open work counts.update_workspace — Update the current workspace's name, description, mission statement or logo.list_members — People in the current organisation with their user IDs.search — Keyword search across signals, insights, actions, goals, documents and clusters.get_entity — Fetch any entity by display ID (SI-1, IN-1, AC-1, GL-1, BR-1, DC-1, CL-1) or UUID. Also how you check on async work.list_signals — Browse raw feedback signals with filters for source, type, sentiment, cluster and date range.find_similar_signals — Semantically related signals for a given signal — "has anyone else said this?".list_clusters — Browse signal clusters (recurring themes in feedback) with sizes and labels.get_cluster — A cluster's label, stats, member signals and linked insights.list_insights — Browse distilled insights ranked by combined score, with category/score/status filters or scoped to a goal.list_actions — Ranked actions (what the evidence says to do next) filtered by status, assignee, priority or parent insight.get_action_context — Everything needed to execute an action in one call: the action, the parent insight, the customer evidence behind it, and the goals it serves.update_action — Edit an action's priority, effort, category or notes; assign it; or link it to an insight or brief.update_action_status — Move an action through its lifecycle: start, complete, dismiss or snooze.list_goals — Strategic goals ordered by importance.create_goal — Create a strategic goal.update_goal — Update a goal's title, description or importance.update_insight — Curate an insight: set category or status, and link/unlink the goal it supports.dismiss_signal — Permanently remove a signal from the workspace (noise, spam, or mis-ingested content).get_activity — The workspace change feed (humans and Squad agents), newest first.list_documents — Browse workspace knowledge documents (and briefs) with their paths and tags.create_document — Create a knowledge document from markdown (research summaries, meeting notes, analyses).update_document — Replace a document's markdown body and/or title, and manage tags.list_briefs — Briefs with their status (building/draft/in_review/finalised/failed) and recommendation.generate_brief — Kick off AI generation of a brief from an action or insight.update_brief_status — Move a brief through its review lifecycle: draft, in_review, or finalised.ingest_signal — Pipe user feedback into the evidence chain (1–50 items, deduplicated server-side).list_integrations — Connected feedback sources for this workspace and their sync health.Ready-made workflows exposed as MCP prompts:
Pin these so strategy questions need no tool calls:
readOnlyHint / destructiveHint) on every toolwrite:workspace)┌─────────────┐ OAuth ┌──────────────┐
│ Claude / │ ◄────────────────────► │ PropelAuth │ │ ChatGPT │ (Authentication) │ (IdP) │ └─────────────┘ └──────────────┘ │ │ HTTPS + Bearer Token ▼ ┌──────────────────────────────────────────────┐ │ Squad MCP Server │ │ ┌────────────────────────────────────────┐ │ │ │ OAuth → introspect + verify token │ │ │ │ JWT minting → service credentials │ │ │ │ Redis → workspace selection + tokens │ │ │ │ MCP handler → tools / prompts / res. │ │ │ │ PostHog → tool-call telemetry │ │ │ └────────────────────────────────────────┘ │ └──────────────────────────────────────────────┘ │ │ Squad API Calls (minted JWT) ▼ ┌──────────────┐ │ Squad API │ └──────────────┘
The server is built on mcp-use v2 and talks to the Squad platform API over GraphQL. Each request is served statelessly: the MCP layer holds no session, and every call re-introspects its own bearer token. Redis stores the durable per-user state (workspace selection and minted-token cache), so any instance can serve any request. Backend types are generated from a committed GraphQL schema snapshot (see GraphQL codegen).
This repository contains the source code for the Squad MCP remote server.
flake.nix)# Clone repository
git clone https://github.com/the-basilisk-ai/squad-mcp.git cd squad-mcp
pnpm install
cp .env.example .env
pnpm dev
| Variable | Required | Purpose |
|---|---|---|
PROPELAUTH_CLIENT_ID / PROPELAUTH_CLIENT_SECRET | ✅ | OAuth 2.1 client credentials for token introspection |
PROPELAUTH_API_KEY | ✅ | Backend integration key for minting service JWTs |
SQUAD_ENV | dev or production (default production) — selects auth/API/app URLs | |
PORT / MCP_URL / BASE_URI | Server port and externally-advertised base URL | |
REDIS_URL | Redis connection for deploy-safe workspace selection and token cache (in-memory if unset). Deployed as the restricted mcp user, see Redis access control | |
SQUAD_GRAPHQL_URL | Override the Squad GraphQL endpoint (also used by codegen) | |
POSTHOG_API_KEY / POSTHOG_HOST | Enable tool-call telemetry | |
LOG_LEVEL | Logger verbosity |
pnpm dev # Start dev server with hot reload (mcp-use)
pnpm build # Build the server (mcp-use) pnpm start # Start the built server pnpm deploy # Deploy via mcp-use pnpm test # Run unit tests (vitest) pnpm format # Lint/format check (biome) pnpm format:fix # Auto-fix lint/format issues pnpm codegen # Regenerate GraphQL types from schema.graphql pnpm codegen:check # Fail if generated GraphQL types are stale
# Check health
curl http://localhost:3232/health
curl http://localhost:3232/.well-known/oauth-protected-resource
curl -H 'Accept: application/mcp-server-card+json' \ http://localhost:3232/mcp/server-card curl http://localhost:3232/.well-known/ai-catalog.json
pnpm dev # then open the inspector and connect to http://localhost:3232/mcp
squad-mcp/
├── server.ts # MCP server entry point (OAuth, tool/prompt/resource registration) ├── server.json # MCP registry metadata (see MCP_REGISTRY.md) ├── schema.graphql # Committed snapshot of the Squad platform GraphQL schema ├── codegen.ts # GraphQL Code Generator config ├── src/ │ ├── tools/ # Tool implementations, grouped by surface │ │ ├── registry.ts # Single registration path (annotations, errors, telemetry) │ │ ├── workspace.ts # list/select workspaces, overview, members │ │ ├── search.ts # semantic search │ │ ├── get-entity.ts # fetch any entity b
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