Launch529: 529 plans and college costs

Compare state 529 plans, look up college costs and check qualified 529 expenses. Free, no key.

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Calidad y seguridad

A
Calidad de la descripción
84%
Integridad del esquema
99%
Calidad de los nombres
94%
Riesgo de envenenamiento
100%
Coincidencia de permisos
100%
Cumplimiento del protocolo
100%

Hallazgos (1)

  • LOWTool 'check_expense' description lacks action verben check_expense

Basado en el análisis automatizado de las definiciones de herramientas y el cumplimiento del protocolo.

Costo de contexto

~1,207Tokens (definiciones de herramientas)
~1008 BTamaño de respuesta típico
Impacto moderado en la atención (0.94% del contexto de 128k)

Este es el número aproximado de tokens que se consumen cada vez que las herramientas del servidor se cargan en el contexto de un modelo. Los recuentos más altos reducen la atención disponible para otras tareas.

Instalar

Instalación con un clic

Agrega esto a tu archivo `claude_desktop_config.json`:

{
  "mcpServers": {
    "open-data": {
      "url": "https://launch529.com/api/public/mcp"
    }
  }
}

Puntos de conexión remotos

https://launch529.com/api/public/mcpstreamable-http

Qué puede hacer

Inventario de herramientas

Herramientas (7)

🟢 Solo lectura🟡 Escritura🔴 Eliminación⚪ Desconocido
🟢search_schools(query)

Find colleges and universities by name, in the US and 529-eligible schools abroad. Returns each school's id, location and annual published costs (tuition, room and board, books). Use get_school with the id for cost history and net price.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "description": "Part of the school's name, e.g. 'san diego state'"
    }
  },
  "required": [
    "query"
  ],
  "additionalProperties": false
}
🟢get_school(school_id)

Details for one US school by id: current sticker price, average net price, net price by family income, cost history since 2005, graduation rate and median earnings. Get the id from search_schools.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "school_id": {
      "type": "integer",
      "description": "The school's id from search_schools"
    }
  },
  "required": [
    "school_id"
  ],
  "additionalProperties": false
}
🟢estimate_college_cost(school_id, start_year, years, current_savings, monthly_contribution, ...)

Project what college will cost and what to save. Give a US school id and the year the student starts. Returns the projected cost per year and in total, and the monthly amount that would fully fund it from today, assuming steady returns after the plan's fees.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "school_id": {
      "type": "integer",
      "description": "US school id from search_schools"
    },
    "start_year": {
      "type": "integer",
      "description": "First academic year, e.g. 2044 for the 2044-45 year"
    },
    "years": {
      "type": "integer",
      "description": "Years of undergraduate study. Default 4."
    },
    "current_savings": {
      "type": "number",
      "description": "Already saved, in US dollars. Default 0."
    },
    "monthly_contribution": {
      "type": "number",
      "description": "What is saved each month. Default 0."
    },
    "annual_return_percent": {
      "type": "number",
      "description": "Expected yearly return before fees as a percent. Default 6."
    },
    "housing": {
      "type": "string",
      "enum": [
        "on_campus",
        "off_campus"
      ],
      "description": "Where the student will live. Default on_campus."
    }
  },
  "required": [
    "school_id",
    "start_year"
  ],
  "additionalProperties": false
}
🟢list_529_plans(state, open_to_nonresidents, max_fee_percent, top_rated, direct_sold_only, ...)

List state 529 savings plans, ranked by popularity and ratings, with fees, Morningstar and Saving For College ratings, state tax benefit and whether residents of other states can join. Filter by state, by plans anyone can open, by maximum yearly fee, or by minimum rating.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "state": {
      "type": "string",
      "description": "Two-letter state code, e.g. 'UT'. Returns that state's plans."
    },
    "open_to_nonresidents": {
      "type": "boolean",
      "description": "Only plans that people from any state can open"
    },
    "max_fee_percent": {
      "type": "number",
      "description": "Highest yearly asset-based fee, in percent, e.g. 0.3"
    },
    "top_rated": {
      "type": "boolean",
      "description": "Only plans with a Morningstar medal or a 4.5+ Saving For College rating"
    },
    "direct_sold_only": {
      "type": "boolean",
      "description": "Only plans you can open yourself, without an advisor"
    },
    "limit": {
      "type": "integer",
      "description": "How many to return. Default 10, up to 30."
    }
  },
  "additionalProperties": false
}
🟢get_529_plan(plan)

Everything we know about one 529 plan: fees, minimums, investment options, ratings, state tax benefit, restrictions and features. Use the slug from list_529_plans, or the plan's name.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "plan": {
      "type": "string",
      "description": "A plan slug like 'my529-ut', or part of its name"
    }
  },
  "required": [
    "plan"
  ],
  "additionalProperties": false
}
🟢compare_529_plans(plans)

Compare two to four 529 plans side by side on fees, ratings, tax benefit, minimums and who can join.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "plans": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "minItems": 2,
      "maxItems": 4,
      "description": "Plan slugs or names"
    }
  },
  "required": [
    "plans"
  ],
  "additionalProperties": false
}
🟢check_expense(description)

Say whether a college expense is a qualified 529 expense (for example 'laptop', 'off-campus rent', 'gas', 'student health insurance') with the reason, based on IRS Publication 970.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "description": {
      "type": "string",
      "description": "What the money was spent on"
    }
  },
  "required": [
    "description"
  ],
  "additionalProperties": false
}

Comunidad

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Evidencia

Observaciones recientes

verificadoversión no registrada7 herramientas