Squad MCP Server

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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 decision 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 decision briefs from your assistant.

🚀 Quick Start

For Users

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).

📖 Usage Examples

See USAGE_EXAMPLES.md for detailed real-world examples. A few things you can ask:

Triage feedback — "Capture this support ticket in Squad and tell me if it's a known theme."
Weekly review — "Run my weekly product review: what changed and what needs deciding?"
Ground the evidence — "Show me the customer signals behind insight IN-42."
Draft a decision brief — "Generate a decision brief for action AC-12."
Search everything — "Find all feedback related to onboarding friction."
Ground a ticket — "Pull the customer evidence behind AC-7 before I build it."

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 | OP- | Decision brief | | AC- | Action | DC- | Document | | CL- | Cluster | | |

✨ Available Tools

The server exposes ~35 tools. Write tools require a token minted with the write:workspace scope; read tools only need read:workspace.

| Category | Tools | Purpose | | ---------------- | -------------------------------------------------------------------------------------------------------------- | ------------------------------------------------ | | Workspace | list_workspaces, select_workspace, get_workspace_overview, update_workspace, list_members | Orient in and configure a workspace | | Search | search, get_entity | Semantic search and fetch any entity by ID | | Evidence | list_signals, find_similar_signals, list_clusters, get_cluster, list_insights | Explore signals, clusters, and insights | | Actions | list_actions, get_action_context, update_action, update_action_status | Track and update product work | | Strategy | list_goals, create_goal, update_goal, update_insight, dismiss_signal, get_activity | Manage goals, insights, and activity | | Knowledge | list_documents, create_document, update_document | Store research, references, and notes | | Decision briefs | list_one_pagers, generate_one_pager, update_one_pager_status | Generate and manage one-page decision briefs | | Ingest | ingest_signal | Capture new feedback as a signal (with dedup) | | Integrations | list_integrations | See connected feedback sources |

Prompts

Ready-made workflows exposed as MCP prompts:

triage-feedback — check for duplicates, ingest a piece of feedback, and report where it landed.
weekly-product-review — what changed, what the evidence says, and what needs deciding.
draft-decision-brief — generate a decision brief from an action or insight and walk it to a readable draft.
ground-this-ticket — for coding agents: pull the customer evidence behind a piece of work before building it.

Resources

Pin these so strategy questions need no tool calls:

squad://workspace/context — the current workspace's mission and product context.
squad://goals — the workspace's strategic goals with importance rankings.

Tool Capabilities

✅ Safety annotations (readOnlyHint / destructiveHint) on every tool
✅ Structured Zod input schemas
✅ User- and workspace-isolated data access via OAuth
✅ Scope-gated writes (write:workspace)

🏗️ Architecture

┌─────────────┐         OAuth          ┌──────────────┐
│  Claude /   │ ◄────────────────────► │  PropelAuth  │
│  ChatGPT    │    (Authentication)     │   (IdP)      │
└─────────────┘                         └──────────────┘
       │
       │ HTTPS + Bearer Token
       ▼
┌──────────────────────────────────────────────┐
│  Squad MCP Server                            │
│  ┌────────────────────────────────────────┐  │
│  │  OAuth → introspect + verify token     │  │
│  │  JWT minting → service credentials     │  │
│  │  Redis → sessions + stream state       │  │
│  │  MCP handler → tools / prompts / res.  │  │
│  │  PostHog → tool-call telemetry         │  │
│  └────────────────────────────────────────┘  │
└──────────────────────────────────────────────┘
       │
       │ Squad API Calls (minted JWT)
       ▼
┌──────────────┐
│  Squad API   │
└──────────────┘

The server is built on mcp-use and talks to the Squad platform API over GraphQL. Sessions and stream state are backed by Redis so the deployment is horizontally scalable. Backend types are generated from a committed GraphQL schema snapshot (see GraphQL codegen).

🛠️ Development

This repository contains the source code for the Squad MCP remote server.

Prerequisites

Node.js 22+
pnpm
Nix (optional, for a reproducible dev environment via flake.nix)
PropelAuth credentials (OAuth 2.1 client + backend API key)
Redis (optional locally; falls back to in-memory sessions)

Local Setup

# Clone repository
git clone https://github.com/the-basilisk-ai/squad-mcp.git
cd squad-mcp

# Install dependencies
pnpm install

# Configure environment
cp .env.example .env
# Edit .env with your PropelAuth credentials (and SQUAD_ENV=dev to target the dev platform)

# Start development server with hot reload
pnpm dev

# Server available at http://localhost:3232

Environment Variables

| 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 sessions (in-memory if unset) | | 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 |

Available Commands

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

Testing the Server

# Check health
curl http://localhost:3232/health

# Check OAuth discovery
curl http://localhost:3232/.well-known/oauth-protected-resource

# Test with the built-in inspector
pnpm dev   # then open the inspector and connect to http://localhost:3232/mcp

Project Structure

squad-mcp/
├── server.ts                   # MCP server entry point (OAuth, Redis, 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 by display ID / UUID
│   │   ├── evidence.ts         # signals, clusters, insights
│   │   ├── actions-read.ts     # list actions, action context
│   │   ├── actions-write.ts    # update actions + status
│   │   ├── strategy-read.ts    # goals, activity
│   │   ├── strategy-write.ts   # create/update goals, insights, dismiss signals
│   │   ├── knowledge.ts        # documents + decision briefs (one-pagers)
│   │   ├── ingest.ts           # ingest new signals
│   │   └── integrations.ts     # list connected sources
│   ├── prompts/                # MCP prompt workflows
│   ├── resources/              # MCP resources (workspace context, goals)
│   ├── gql/                    # Generated GraphQL types (pnpm codegen)
│   ├── graphql/                # GraphQL operation documents
│   ├── helpers/                # OAuth, token minting, workspace selection, KV/Redis
│   └── lib/                    # Squad API client, logger, telemetry
├── railway.toml                # Railway deployment config
└── .env.example                # Environment template

🏭 Production Deployment

This is a hosted service maintained by Squad. Users connect via OAuth — no self-hosting required.

Architecture notes (for contributors):

Deployed on Railway with a /health readiness check
Redis-backed sessions and stream state for horizontal scalability
Follows the MCP specification for streamable HTTP transport

💬 Support

Need help with the Squad MCP server?

Email: support@meetsquad.ai
Documentation:
Squad MCP Guide — complete setup and integration guide
USAGE_EXAMPLES.md — real-world usage examples
Issues: GitHub Issues — bug reports and feature requests
Privacy Policy: meetsquad.ai/privacy-policy
Squad Platform: meetsquad.ai

🤝 Contributing

Contributions welcome! Pre-commit hooks run biome and vitest automatically. Please ensure:

pnpm format passes (biome)
pnpm build compiles without errors
pnpm test passes
pnpm codegen:check passes if you touched GraphQL operations
All tools include safety annotations

📄 License

MIT

🔗 Links

Squad MCP Documentation — complete setup and integration guide
Squad Platform
MCP Specification
Issue Tracker

GraphQL codegen

Backend access is typed via GraphQL Code Generator. schema.graphql is a committed snapshot of the Squad platform API schema; src/gql/ is generated from it plus the operation documents in src/graphql/.

Refresh the snapshot: copy packages/graphql/src/schema/generated.graphql

from the API repo over schema.graphql (or set SQUAD_GRAPHQL_URL to introspect a live endpoint), then run pnpm codegen.

CI runs pnpm codegen:check and fails when src/gql/ is stale.

Squad