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Disco

MCP serverVerified domain · leap-labs.comRemote● LiveFree to try

Find novel, statistically validated patterns in tabular data — hypothesis-free.

Install

Remote server: your requests and data go to disco.leap-labs.com. Claude Code: claude mcp add --transport http disco https://disco.leap-labs.com/mcp · Claude app: Settings → Connectors → Add custom connector.

What it can do

The tools this server listed when we connected to it, in its own words.

  • discovery_list_plans — List available Disco plans with pricing. No authentication required. Returns all available subscription tiers with credit allowances and pri
  • discovery_estimate — Estimate the credits required to run a Disco analysis. Returns `required_credits` for public (always 0) and private, with private split by w
  • discovery_upload — Upload a dataset file and return a file reference for use with discovery_analyze. Call this before discovery_analyze. Pass the returned resu
  • discovery_analyze — Run Disco on tabular data to find novel, statistically validated patterns. This is NOT another data analyst — it's a discovery pipeline that
  • discovery_status — Check the status of a Disco run. Returns current status and progress details: - status: "pending" | "processing" | "completed" | "failed" -
  • discovery_get_results — Fetch the full results of a completed Disco run. Returns discovered patterns (with conditions, p-values, novelty scores, citations), feature
  • discovery_account — Check your Disco account status. Returns current plan, available credits (subscription + purchased), and payment method status. Use this to
  • discovery_signup — Create a Disco account and get an API key. Provide an email address to start the signup flow. If email verification is required, returns {"s
  • discovery_signup_verify — Complete Disco signup using an email verification code. Call this after discovery_signup returns {"status": "verification_required"}. The us
  • discovery_login — Get a new API key for an existing Disco account. Sends a 6-digit verification code to the email address. Call discovery_login_verify with th
  • discovery_login_verify — Complete login and receive a new API key. Call this after discovery_login returns {"status": "verification_required"}. The user receives a 6
  • discovery_add_payment_method — Attach a Stripe payment method to your Disco account. The payment method must be tokenized via Stripe's API first — card details never touch
  • discovery_purchase_credits — Purchase Disco credit packs using a stored payment method. Credits cost $0.10 each, sold in packs of 100 ($10/pack). Credits are used for pr
  • discovery_subscribe — Subscribe to or change your Disco plan. Available plans: - "free_tier": Explorer — free, 10 credits/month - "tier_1": Researcher — $49/month

KitScout test notes

Not tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.

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