launchpad-nine-sand.vercel.app WebMCP Tools, Schemas & Agent Capabilities

launchpad-nine-sand.vercel.app

live Unverified (seed import) AI & Agents 17 tools imperative implementation

Type one problem. LaunchPad researches it, recommends one solution, and shows the cited evidence and limitations behind it.

First seen 2026-11-05 · Last seen 2026-11-05 · Source: webmcp.com

Answer 3 · Act 14 · Transact 0 · Score: Not yet scored

Tool inspector

revise_candidate

act imperative

Revise a candidate under explicit constraints while preserving lineage. Excluded evidence categories are rejected and all candidate scores are recalculated.

Input schema

Property	Type	Required	Description
`candidate_id`	string	yes	Candidate ID to revise.
`instruction`	string	yes	Concrete revision instruction.
`constraints`	array	no	Additional constraints the candidate must retain.
`exclude_evidence_types`	array	no	Evidence categories to exclude from support.

Raw JSON schema

{
  "type": "object",
  "properties": {
    "candidate_id": {
      "type": "string",
      "description": "Candidate ID to revise."
    },
    "instruction": {
      "type": "string",
      "description": "Concrete revision instruction."
    },
    "constraints": {
      "type": "array",
      "description": "Additional constraints the candidate must retain.",
      "items": {
        "type": "string"
      },
      "uniqueItems": true
    },
    "exclude_evidence_types": {
      "type": "array",
      "description": "Evidence categories to exclude from support.",
      "items": {
        "type": "string",
        "enum": [
          "first_party_behavioral",
          "primary_user_evidence",
          "primary_research",
          "secondary_research",
          "market_signal",
          "competitor_evidence",
          "expert_opinion",
          "community_anecdote",
          "derived_calculation",
          "hypothesis",
          "counter_evidence"
        ]
      },
      "uniqueItems": true
    }
  },
  "required": [
    "candidate_id",
    "instruction"
  ],
  "additionalProperties": false
}