GrantIQ

GrantIQ complete_profile: fills in the user's matching profile field-by-field via chat. Partial-update semantics — null/missing fields leave existing values untouched. Server filters beneficiary/mission tags to canonical taxonomies. After this returns saved=true, call find_opportunities to see matches.

{
  "type": "object",
  "properties": {
    "input": {
      "type": "object",
      "properties": {
        "organization_name": {
          "type": [
            "string",
            "null"
          ]
        },
        "organization_type": {
          "type": [
            "string",
            "null"
          ]
        },
        "country": {
          "type": [
            "string",
            "null"
          ]
        },
        "business_description": {
          "type": [
            "string",
            "null"
          ]
        },
        "website_url": {
          "type": [
            "string",
            "null"
          ]
        },
        "sectors": {
          "type": [
            "array",
            "null"
          ],
          "items": {
            "type": "string"
          }
        },
        "topics": {
          "type": [
            "array",
            "null"
          ],
          "items": {
            "type": "string"
          }
        },
        "matching_keywords": {
          "type": [
            "array",
            "null"
          ],
          "items": {
            "type": "string"
          }
        },
        "beneficiary_populations": {
          "type": [
            "array",
            "null"
          ],
          "items": {
            "type": "string"
          }
        },
        "mission_domains": {
          "type": [
            "array",
            "null"
          ],
          "items": {
            "type": "string"
          }
        },
        "min_funding_amount": {
          "type": [
            "number",
            "null"
          ]
        },
        "max_funding_amount": {
          "type": [
            "number",
            "null"
          ]
        },
        "funding_purpose": {
          "type": [
            "string",
            "null"
          ]
        },
        "research_interests": {
          "type": [
            "string",
            "null"
          ]
        },
        "career_stage": {
          "type": [
            "string",
            "null"
          ]
        }
      }
    }
  },
  "required": [
    "input"
  ]
}

GrantIQ search: find UK & EU grants matching a free-text query. Returns a ranked list of grant references (id, title, funder, deadline, amounts) the caller can pass to the `fetch` tool for full detail. Results are limited to currently-open, AI-enriched grants — closed, suspended and unpublishable rows are never returned.

{
  "type": "object",
  "properties": {
    "query": {
      "description": "Free-text search query. Matches grant title, summary, and description.",
      "type": "string"
    },
    "limit": {
      "description": "Maximum number of results to return (1-50, default 10).",
      "type": "integer",
      "default": 10
    }
  },
  "required": [
    "query"
  ]
}

GrantIQ explain_opportunity: plain-English unpack of a single grant. Returns a summary, what the grant funds, target applicant profile, hidden constraints (e.g. state aid, consortium requirements), application mechanics (stages, duration, key dates), structured eligibility essentials, and provenance citations. Cached after first call per grant; sub-50ms thereafter.

{
  "type": "object",
  "properties": {
    "grant_id": {
      "description": "The grant id (UUID) to explain. Typically returned in a prior search or find_opportunities call.",
      "type": "string"
    }
  },
  "required": [
    "grant_id"
  ]
}

GrantIQ should_apply: opinionated apply / don't-apply decision for a specific grant. Returns a verdict (yes / borderline / no), confidence (0-1), specific blockers, an effort estimate with confidence band, competition-risk label (or 'unknown' when funder data is absent), and the structured evidence behind it. Requires the caller's profile to be set via a prior find_opportunities call or web sign-up.

{
  "type": "object",
  "properties": {
    "grant_id": {
      "description": "The grant id (UUID) to evaluate. Typically returned in a prior search or find_opportunities call.",
      "type": "string"
    }
  },
  "required": [
    "grant_id"
  ]
}

GrantIQ fetch: return the full record for a single grant by id. The id must come from a prior `search` call. Returns 'not found' when the grant is unknown OR not currently open/visible — there is no leak between those cases.

{
  "type": "object",
  "properties": {
    "id": {
      "description": "The grant id (UUID) returned in a prior `search` result.",
      "type": "string"
    }
  },
  "required": [
    "id"
  ]
}

GrantIQ find_opportunities: runs the user's profile through the AI matching engine to find the top grants. Uses the canonical StagedMatchingService. Requires a complete profile (Location, OrgType, etc.).

{
  "type": "object",
  "properties": {
    "limit": {
      "description": "Maximum number of results to return (1-10, default 5).",
      "type": "integer",
      "default": 5
    }
  }
}