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Find novel, statistically validated patterns in tabular data — hypothesis-free.
Facts
- MCP registry
com.leap-labs/discovery-engine· 1.0.1- Endpoint
https://disco.leap-labs.com/mcp- Website
- www.leap-labs.com
- GitHub stars
- 7
- Registry entry
- updated 8 Apr 2026
From the official MCP registry, the package registries and our own checks. JSON · Markdown
Why it's listed
- It's published in the registry under leap-labs.com, a namespace the registry only gives to whoever proves they control that domain.
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Tools it lists 14 · about 4,678 tokens of context · checked 4 hours ago
| Tool | What it does | Hint |
|---|---|---|
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. | read-only |
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… | read-only |
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… | |
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… | |
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… | read-only |
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… | read-only |
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:… | read-only |
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… | |
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… | |
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… | |
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… | |
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… | |
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 —… | |
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… |
What https://disco.leap-labs.com/mcp answered to tools/list, asked without credentials over MCP 2025-11-25. The token figure is the size of the list as sent, divided by four; a model sees about that much before it calls anything. Full definitions, input schemas included, are in the listing's JSON under mcpTools.
How its tools read to an agent 0 errors · 1 warning · 14 notes
- warnTC07discovery_analyzethe description is about 585 tokens
- noteTC11discovery_accounta parameter is documented in the description but not in the schema: api_key
- noteTC11discovery_add_payment_methodparameters are documented in the description but not in the schema: api_key, payment_method_id
- noteTC11discovery_analyzeparameters are documented in the description but not in the schema: analysis_depth, api_key, author, column_descriptions, description, excluded_columns and 6 more
- noteTC11discovery_estimateparameters are documented in the description but not in the schema: analysis_depth, api_key, file_size_mb, num_columns
- noteTC11discovery_get_resultsparameters are documented in the description but not in the schema: api_key, run_id
- noteTC11discovery_logina parameter is documented in the description but not in the schema: email
- noteTC11discovery_login_verifyparameters are documented in the description but not in the schema: code, email
- noteTC11discovery_purchase_creditsparameters are documented in the description but not in the schema: api_key, packs
- noteTC11discovery_signupparameters are documented in the description but not in the schema: email, name
- noteTC11discovery_signup_verifyparameters are documented in the description but not in the schema: code, email
- noteTC11discovery_statusparameters are documented in the description but not in the schema: api_key, run_id
- noteTC11discovery_subscribeparameters are documented in the description but not in the schema: api_key, plan
- noteTC11discovery_uploadparameters are documented in the description but not in the schema: api_key, file_content, file_name, file_path, file_url
- noteTC29serverabout 536 tokens (11% of the definitions) are titles that repeat property or function names
The checks from /check and anchor check, run each day on the list above: about 4,678 tokens of definitions. Not part of the score yet. Check your own server.