Disco is a remote MCP server that gives an AI agent 14 tools, among them discovery_account, discovery_add_payment_method, discovery_analyze. It answers at https://disco.leap-labs.com/mcp over streamable HTTP, and it listed its tools to an anonymous client, so no sign-in was needed for that. Our probes reached it 10 of 10 times since 5 September 2026; the last check, on 18 October 2026, succeeded.
Find novel, statistically validated patterns in tabular data — hypothesis-free.
Description as the publisher wrote it.
| Tool | What it does |
|---|---|
discovery_account | Check your Disco account status. Returns current plan, available credits (subscription + purchased), and payment method status. Use this to verify you have sufficient credits before running a private analysis. Args: api_key: Disco API key ( Inputs: api_key |
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 Disco's servers. Required before purchasing credits or subscribing to a paid plan. To tokenize a ca Inputs: payment_method_id, api_key |
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 systematically searches for feature interactions, subgroup effects, and conditional relationships n Inputs: target_column, file_ref, analysis_depth, visibility, title, description |
discovery_estimate | Estimate the credits required to run a Disco analysis. Returns `required_credits` for public (always 0) and private, with private split by whether LLMs are enabled (use_llms=False is faster, use_llms=True adds smarter preprocessing, literat Inputs: file_size_mb, num_columns, analysis_depth, api_key |
discovery_get_results | Fetch the full results of a completed Disco run. Returns discovered patterns (with conditions, p-values, novelty scores, citations), feature importance scores, a summary with key insights, column statistics, and suggestions for what to expl Inputs: run_id, api_key |
discovery_list_plans | List available Disco plans with pricing. No authentication required. Returns all available subscription tiers with credit allowances and pricing. Use this to help users choose a plan. |
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 the code to receive a new API key. Use this when you need an API key for an account that already exist Inputs: email |
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-digit code by email — pass it here along with the same email address. Returns a new API key on succ Inputs: email, code |
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 private analyses (public analyses are free). Requires a payment method on file — use discovery_add_pay Inputs: packs, api_key |
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 {"status": "verification_required"} — the user will receive a 6-digit code by email, then call discover Inputs: email, name |
discovery_signup_verify | Complete Disco signup using an email verification code. Call this after discovery_signup returns {"status": "verification_required"}. The user receives a 6-digit code by email — pass it here along with the same email address used in discove Inputs: email, code |
discovery_status | Check the status of a Disco run. Returns current status and progress details: - status: "pending" | "processing" | "completed" | "failed" - job_status: underlying job queue status - queue_position: position in queue when pending (1 = next u Inputs: run_id, api_key |
discovery_subscribe | Subscribe to or change your Disco plan. Available plans: - "free_tier": Explorer — free, 10 credits/month - "tier_1": Researcher — $49/month, 500 credits/month - "tier_2": Team — $199/month, 2000 credits/month Paid plans require a payment m Inputs: plan, api_key |
discovery_upload | Upload a dataset file and return a file reference for use with discovery_analyze. Call this before discovery_analyze. Pass the returned result directly to discovery_analyze as the file_ref argument. Provide exactly one of: file_url, file_pa Inputs: file_content, file_name, file_path, file_url, api_key |
Every block below points at https://disco.leap-labs.com/mcp. Pick your client and copy.
claude mcp add --transport http disco https://disco.leap-labs.com/mcp
{
"mcpServers": {
"disco": {
"command": "npx",
"args": ["-y", "mcp-remote", "https://disco.leap-labs.com/mcp"]
}
}
}{
"mcpServers": {
"disco": {
"url": "https://disco.leap-labs.com/mcp"
}
}
}{
"servers": {
"disco": {
"type": "http",
"url": "https://disco.leap-labs.com/mcp"
}
}
}{
"context_servers": {
"disco": {
"url": "https://disco.leap-labs.com/mcp"
}
}
}{
"mcpServers": {
"disco": {
"serverUrl": "https://disco.leap-labs.com/mcp"
}
}
}{
"mcpServers": {
"disco": {
"url": "https://disco.leap-labs.com/mcp"
}
}
}name: Disco
version: 0.0.1
schema: v1
mcpServers:
- name: Disco
type: streamable-http
url: https://disco.leap-labs.com/mcp{
"mcpServers": {
"disco": {
"httpUrl": "https://disco.leap-labs.com/mcp"
}
}
}{
"mcpServers": {
"disco": {
"type": "http",
"url": "https://disco.leap-labs.com/mcp"
}
}
}{
"mcpServers": {
"disco": {
"url": "https://disco.leap-labs.com/mcp"
}
}
}goose://extension?url=https%3A%2F%2Fdisco.leap-labs.com%2Fmcp&type=streamable_http&id=disco&name=Disco
It answered our last check on 18 October 2026 in 1060 ms. Over 10 checks since 5 September 2026 it answered 10. Status here comes from Neuronto's own probes, not from the publisher.
Yes. It is published by leap-labs.com and served from disco.leap-labs.com, the vendor's own domain: https://disco.leap-labs.com/mcp.
14, as returned by the server's own tools/list on 31 August 2026: discovery_account, discovery_add_payment_method, discovery_analyze, discovery_estimate, discovery_get_results, discovery_list_plans, discovery_login, discovery_login_verify, and 6 more.
It answered our last check on 18 October 2026 in 1060 ms. Over 10 checks since 5 September 2026 it answered 10.
Put the server under mcpServers in ~/.cursor/mcp.json with the URL https://disco.leap-labs.com/mcp. The exact JSON is above, with the same setup for Claude Code, Claude Desktop, VS Code, Windsurf, Zed, Gemini CLI and the rest.
It listed its tools to an anonymous client, so reading the tool list needs no key. Individual tools can still ask for credentials in their own inputs.
Publisher: com.leap-labs. Endpoint host: disco.leap-labs.com. ARD identifier: urn:air:com.leap-labs:mcp:discovery-engine.
First indexed 31 August 2026. The tools are exactly what the server returned; nothing on this page
is inferred from its name. Ranking in Neuronto search is never for sale.