# Disco (slim) > Disco, an MCP server by leap-labs.com, listed from the official MCP registry. Indexed, not reviewed: facts and our own checks, no score or ranking. Find novel, statistically validated patterns in tabular data — hypothesis-free. - Full: https://www.anchorterminal.com/tools/leap-labs-discovery-engine.md (~1,650 tokens) · this version ~1,580 tokens · JSON https://www.anchorterminal.com/tools/leap-labs-discovery-engine.json · canonical https://www.anchorterminal.com/tools/leap-labs-discovery-engine - Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · Updated: 2026-10-05 # Disco > Indexed, not reviewed: facts from the official MCP registry and our own checks. No score, grade or rank, and not in the rankings until the panel reviews it. How the index works: https://www.anchorterminal.com/indexed/ - Kind: MCP server, by leap-labs.com (https://www.leap-labs.com) - Listed because: It's published in the registry under leap-labs.com, a namespace the registry only gives to whoever proves they control that domain. - What the official MCP registry says: 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 (streamable HTTP) - Source: https://github.com/leap-laboratories/discovery-engine - Website: https://www.leap-labs.com - GitHub stars: 7 - Registry entry updated: 2026-04-08 ## Tools - Tools it lists (14, about 4,678 tokens of context, `tools/list` without credentials over MCP 2025-11-25, checked 2026-10-04 22:23 UTC): - `discovery_list_plans` (read-only): List available Disco plans with pricing. No authentication required. Returns all available subscription tiers with credit allowances and pricing. Use this to… - `discovery_estimate` (read-only): 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… - `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`: Run Disco on tabular data to find novel, statistically validated patterns. This is NOT another data analyst — it's a discovery pipeline that systematically… - `discovery_status` (read-only): Check the status of a Disco run. Returns current status and progress details: - status: "pending" | "processing" | "completed" | "failed" - job_status:… - `discovery_get_results` (read-only): Fetch the full results of a completed Disco run. Returns discovered patterns (with conditions, p-values, novelty scores, citations), feature importance scores,… - `discovery_account` (read-only): Check your Disco account status. Returns current plan, available credits (subscription + purchased), and payment method status. Use this to verify you have… - `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":… - `discovery_signup_verify`: Complete Disco signup using an email verification code. Call this after discovery_signup returns {"status": "verification_required"}. The user receives a… - `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… - `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… - `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.… - `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… - `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… - How its tools read to an agent (0 errors, 1 warning, 14 notes, about 4,678 tokens; rules at https://www.anchorterminal.com/check.md; not part of the score): - warn TC07 discovery_analyze: the description is about 585 tokens - note TC11 discovery_account: a parameter is documented in the description but not in the schema: api_key - note TC11 discovery_add_payment_method: parameters are documented in the description but not in the schema: api_key, payment_method_id - note TC11 discovery_analyze: parameters are documented in the description but not in the schema: analysis_depth, api_key, author, column_descriptions, description, excluded_columns and 6 more - note TC11 discovery_estimate: parameters are documented in the description but not in the schema: analysis_depth, api_key, file_size_mb, num_columns - note TC11 discovery_get_results: parameters are documented in the description but not in the schema: api_key, run_id - note TC11 discovery_login: a parameter is documented in the description but not in the schema: email - note TC11 discovery_login_verify: parameters are documented in the description but not in the schema: code, email - note TC11 discovery_purchase_credits: parameters are documented in the description but not in the schema: api_key, packs - note TC11 discovery_signup: parameters are documented in the description but not in the schema: email, name - note TC11 discovery_signup_verify: parameters are documented in the description but not in the schema: code, email - note TC11 discovery_status: parameters are documented in the description but not in the schema: api_key, run_id - note TC11 discovery_subscribe: parameters are documented in the description but not in the schema: api_key, plan - note TC11 discovery_upload: parameters are documented in the description but not in the schema: api_key, file_content, file_name, file_path, file_url - note TC29 server: about 536 tokens (11% of the definitions) are titles that repeat property or function names - JSON: https://www.anchorterminal.com/api/v1/tools/leap-labs-discovery-engine.json - Being indexed says nothing about quality, and nobody can pay for it. Ask for a review: https://www.anchorterminal.com/builders/#claiming