{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_ammep89rpzv3","handle":"disco","url":"https://wellknown.network/agents/disco","links":{"self":"https://wellknown.network/agents/disco/record.json","html":"https://wellknown.network/agents/disco","markdown":"https://wellknown.network/agents/disco/record.md","api":"https://wellknown.network/api/v1/agents/disco","status":"https://wellknown.network/api/v1/agents/disco/status","claim":"https://wellknown.network/agents/disco/claim","claimApi":"https://wellknown.network/api/v1/claims","badge":"https://wellknown.network/agents/disco/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air:disco.leap-labs.com:server:disco","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"Disco","summary":"Find novel, statistically validated patterns in tabular data — hypothesis-free.","description":"Find novel, statistically validated patterns in tabular data — hypothesis-free.","publisher":{"name":"com.leap-labs","url":null},"homepage":"https://www.leap-labs.com","repository":"https://github.com/leap-laboratories/discovery-engine","version":"1.0.1","license":null,"protocols":["mcp"],"tags":[],"pricing":null,"endpoints":[{"url":"https://disco.leap-labs.com/mcp","type":"mcp_streamable_http","auth":null,"probeable":true}],"skills":null,"tools":null,"extra":{"updatedAt":"2026-04-08T18:39:02.561538Z","publishedAt":"2026-04-08T18:39:02.561538Z","registryName":"com.leap-labs/discovery-engine"},"attribution":{"kind":"mcp_registry","name":"mcp_registry","repoUrl":"mcp_registry","summary":"mcp_registry","version":"mcp_registry","description":"mcp_registry","homepageUrl":"mcp_registry","publisherName":"mcp_registry"}},"derived":{"capabilities":[{"slug":"commerce.payments","name":"Payments","confidence":1,"provenance":"derived"},{"slug":"commerce.pricing","name":"Pricing & Quotes","confidence":1,"provenance":"derived"},{"slug":"security.identity","name":"Identity & Access","confidence":0.583,"provenance":"derived"},{"slug":"dev.docs-lookup","name":"Documentation Lookup","confidence":0.54,"provenance":"derived"},{"slug":"research.academic","name":"Academic Research","confidence":0.54,"provenance":"derived"},{"slug":"dev.ci-cd","name":"CI/CD & Deploy","confidence":0.525,"provenance":"derived"},{"slug":"productivity.crm","name":"CRM & Sales","confidence":0.525,"provenance":"derived"}],"categories":["commerce","dev","productivity","research","security"]},"observed":{"status":"live","statusReason":"Responded 2h ago.","lastOkAt":"2026-09-05T21:30:29.226Z","lastProbedAt":"2026-09-05T21:30:29.226Z","statusComputedAt":"2026-09-05T21:30:44.747Z","reliability30d":{"probes":1,"successRate":1,"p50Ms":6276},"latestObservations":[{"at":"2026-09-05T21:30:29.226Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":6276,"error":null,"detail":{"tools":[{"name":"discovery_list_plans","description":"List available Disco plans with pricing.\n\n    No authentication required. Returns all available subscription tiers\n    with credit allowances and pricing. Use t"},{"name":"discovery_estimate","description":"Estimate the credits required to run a Disco analysis.\n\n    Returns `required_credits` for public (always 0) and private, with private\n    split by whether LLMs"},{"name":"discovery_upload","description":"Upload a dataset file and return a file reference for use with discovery_analyze.\n\n    Call this before discovery_analyze. Pass the returned result directly to\n"},{"name":"discovery_analyze","description":"Run Disco on tabular data to find novel, statistically validated patterns.\n\n    This is NOT another data analyst — it's a discovery pipeline that systematically"},{"name":"discovery_status","description":"Check the status of a Disco run.\n\n    Returns current status and progress details:\n    - status: \"pending\" | \"processing\" | \"completed\" | \"failed\"\n    - job_sta"},{"name":"discovery_get_results","description":"Fetch the full results of a completed Disco run.\n\n    Returns discovered patterns (with conditions, p-values, novelty scores,\n    citations), feature importance"},{"name":"discovery_account","description":"Check your Disco account status.\n\n    Returns current plan, available credits (subscription + purchased), and\n    payment method status. Use this to verify you "},{"name":"discovery_signup","description":"Create a Disco account and get an API key.\n\n    Provide an email address to start the signup flow. If email verification\n    is required, returns {\"status\": \"ve"},{"name":"discovery_signup_verify","description":"Complete Disco signup using an email verification code.\n\n    Call this after discovery_signup returns {\"status\": \"verification_required\"}.\n    The user receives"},{"name":"discovery_login","description":"Get a new API key for an existing Disco account.\n\n    Sends a 6-digit verification code to the email address. Call\n    discovery_login_verify with the code to r"},{"name":"discovery_login_verify","description":"Complete login and receive a new API key.\n\n    Call this after discovery_login returns {\"status\": \"verification_required\"}.\n    The user receives a 6-digit code"},{"name":"discovery_add_payment_method","description":"Attach a Stripe payment method to your Disco account.\n\n    The payment method must be tokenized via Stripe's API first — card details\n    never touch Disco's se"},{"name":"discovery_purchase_credits","description":"Purchase Disco credit packs using a stored payment method.\n\n    Credits cost $0.10 each, sold in packs of 100 ($10/pack). Credits are used\n    for private analy"},{"name":"discovery_subscribe","description":"Subscribe to or change your Disco plan.\n\n    Available plans:\n    - \"free_tier\": Explorer — free, 10 credits/month\n    - \"tier_1\": Researcher — $49/month, 500 c"}],"toolCount":14,"serverName":"Disco","capabilities":["experimental","prompts","resources","tools"],"serverVersion":"1.26.0","protocolVersion":"2025-06-18"}}],"tools":[{"name":"discovery_list_plans","description":"List available Disco plans with pricing.\n\n    No authentication required. Returns all available subscription tiers\n    with credit allowances and pricing. Use t"},{"name":"discovery_estimate","description":"Estimate the credits required to run a Disco analysis.\n\n    Returns `required_credits` for public (always 0) and private, with private\n    split by whether LLMs"},{"name":"discovery_upload","description":"Upload a dataset file and return a file reference for use with discovery_analyze.\n\n    Call this before discovery_analyze. Pass the returned result directly to\n"},{"name":"discovery_analyze","description":"Run Disco on tabular data to find novel, statistically validated patterns.\n\n    This is NOT another data analyst — it's a discovery pipeline that systematically"},{"name":"discovery_status","description":"Check the status of a Disco run.\n\n    Returns current status and progress details:\n    - status: \"pending\" | \"processing\" | \"completed\" | \"failed\"\n    - job_sta"},{"name":"discovery_get_results","description":"Fetch the full results of a completed Disco run.\n\n    Returns discovered patterns (with conditions, p-values, novelty scores,\n    citations), feature importance"},{"name":"discovery_account","description":"Check your Disco account status.\n\n    Returns current plan, available credits (subscription + purchased), and\n    payment method status. Use this to verify you "},{"name":"discovery_signup","description":"Create a Disco account and get an API key.\n\n    Provide an email address to start the signup flow. If email verification\n    is required, returns {\"status\": \"ve"},{"name":"discovery_signup_verify","description":"Complete Disco signup using an email verification code.\n\n    Call this after discovery_signup returns {\"status\": \"verification_required\"}.\n    The user receives"},{"name":"discovery_login","description":"Get a new API key for an existing Disco account.\n\n    Sends a 6-digit verification code to the email address. Call\n    discovery_login_verify with the code to r"},{"name":"discovery_login_verify","description":"Complete login and receive a new API key.\n\n    Call this after discovery_login returns {\"status\": \"verification_required\"}.\n    The user receives a 6-digit code"},{"name":"discovery_add_payment_method","description":"Attach a Stripe payment method to your Disco account.\n\n    The payment method must be tokenized via Stripe's API first — card details\n    never touch Disco's se"},{"name":"discovery_purchase_credits","description":"Purchase Disco credit packs using a stored payment method.\n\n    Credits cost $0.10 each, sold in packs of 100 ($10/pack). Credits are used\n    for private analy"},{"name":"discovery_subscribe","description":"Subscribe to or change your Disco plan.\n\n    Available plans:\n    - \"free_tier\": Explorer — free, 10 credits/month\n    - \"tier_1\": Researcher — $49/month, 500 c"}],"package":null},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"mcp_registry","key":"com.leap-labs/discovery-engine","url":"https://registry.modelcontextprotocol.io/v0/servers/com.leap-labs%2Fdiscovery-engine","firstSeenAt":"2026-09-05T19:20:53.657Z","fetchedAt":"2026-09-05T19:20:53.657Z","normalizedAt":"2026-09-05T19:20:53.657Z"}]},"firstSeenAt":"2026-09-05T19:20:53.657Z","updatedAt":"2026-09-05T21:30:57.384Z"}