Federal and State Education Data Hub by Apoth3osis

Name: Federal and State Education Data Hub
Brand: Apoth3osis
SKU: 6980d5aa71cad8f61bf5b1a8
Price: 0.20 USD
Availability: InStock

Federal and State Education Data Hub

Function

Available ActionsEach successful request consumes credits as outlined below.

query_education_data^20cr

Details

Unified education analytics tool for public datasets covering literacy, enrollment, completion, equity, accountability, and school performance. Supports natural-language queries and routes requests across education-focused sources to return usable comparisons by country, state, and region.

Use Cases

Education policy analysis,School performance benchmarking,Literacy and enrollment trends,Regional equity reporting,Program impact evaluation

Actions(1)

query_education_data^20cr8 params(1 required)

Fetch education statistics for a country or region from the World Bank World Development Indicators database.

country_or_regionrequiredstring

Country or region name in plain language (e.g., 'Kenya', 'South Africa', 'World', 'Sub-Saharan Africa').

education_levelstring

Education level to query: 'primary', 'secondary', 'tertiary', 'literacy', or 'all'.

Values:

primarysecondarytertiaryliteracyall

Default: all

gender_disaggregationboolean

Include gender-disaggregated data (male/female breakdowns).

Default: false

time_periodstring

Time period: 'latest' for most recent, specific year like '2020', or range like '2015:2020'.

Default: latest

include_gender_parityboolean

Include gender parity indices (ratio of female to male enrollment/literacy).

Default: true

include_teacher_ratiosboolean

Include pupil-teacher ratios.

Default: false

include_completion_ratesboolean

Include completion rates where available.

Default: true

compare_to_regionboolean

Include regional averages for comparison.

Default: true

Connect Your Agent In 5 Min

Use hosted MCP first, or install the local STDIO fallback when your client requires a command

Hosted Streamable HTTPS

Use the hosted endpoint directly in clients that support remote MCP. Store your Bearer token in the client config or secret field.

Endpoint: https://api.agentpmt.com/mcp
Authorization: Bearer <AGENTPMT_BEARER_TOKEN>

Full connection guide

Local STDIO Fallback

Use the local router for Claude Code, Codex, Cursor, Zed, and other clients that require a command-based MCP server. The router forwards requests to the hosted endpoint and does not execute tools locally.

npm install -g @agentpmt/mcp-routeragentpmt-setup

curl -X POST "https://api.agentpmt.com/products/purchase" \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer ********" \
  -d '{
    "product_id": "6980d5aa71cad8f61bf5b1a8",
    "parameters": {
      "action": "query_education_data",
      "country_or_region": "example_country_or_region",
      "education_level": "all",
      "gender_disaggregation": false,
      "time_period": "latest",
      "include_gender_parity": true,
      "include_teacher_ratios": false,
      "include_completion_rates": true,
      "compare_to_region": true
    }
  }'

import requests
import json

url = "https://api.agentpmt.com/products/purchase"

headers = {
    "Content-Type": "application/json",
    "Authorization": "Bearer ********"
}

data = {
    "product_id": "6980d5aa71cad8f61bf5b1a8",
    "parameters": {
        "action": "query_education_data",
        "country_or_region": "example_country_or_region",
        "education_level": "all",
        "gender_disaggregation": false,
        "time_period": "latest",
        "include_gender_parity": true,
        "include_teacher_ratios": false,
        "include_completion_rates": true,
        "compare_to_region": true
    }
}

response = requests.post(url, headers=headers, json=data)
print(response.status_code)
print(response.json())

const url = "https://api.agentpmt.com/products/purchase";

const headers = {
  "Content-Type": "application/json",
  "Authorization": "Bearer ********"
};

const data = {
  product_id: "6980d5aa71cad8f61bf5b1a8",
  parameters: {
    "action": "query_education_data",
    "country_or_region": "example_country_or_region",
    "education_level": "all",
    "gender_disaggregation": false,
    "time_period": "latest",
    "include_gender_parity": true,
    "include_teacher_ratios": false,
    "include_completion_rates": true,
    "compare_to_region": true
  }
};

fetch(url, {
  method: "POST",
  headers,
  body: JSON.stringify(data)
})
  .then(response => response.json())
  .then(data => console.log(data))
  .catch(error => console.error("Error:", error));

const axios = require('axios');

const url = "https://api.agentpmt.com/products/purchase";

const headers = {
  "Content-Type": "application/json",
  "Authorization": "Bearer ********"
};

const data = {
  product_id: "6980d5aa71cad8f61bf5b1a8",
  parameters: {
    "action": "query_education_data",
    "country_or_region": "example_country_or_region",
    "education_level": "all",
    "gender_disaggregation": false,
    "time_period": "latest",
    "include_gender_parity": true,
    "include_teacher_ratios": false,
    "include_completion_rates": true,
    "compare_to_region": true
  }
};

axios.post(url, data, { headers })
  .then(response => {
    console.log(response.status);
    console.log(response.data);
  })
  .catch(error => {
    console.error("Error:", error.message);
  });

Login to view your API and budget keys. The example above uses placeholder values. Sign in to see personalized code with your bearer token.

Usage Instructions

Usage guidance provided directly by the developer for this product.

Federal and State Education Data Hub

Access education statistics for 200+ countries from the World Bank. Query enrollment rates, literacy rates, gender parity indices, pupil-teacher ratios, completion rates, and learning poverty data by country and education level.

Actions

query_education_data

Fetch education statistics for a country or region from the World Bank World Development Indicators database.

Required fields:

action — "query_education_data"
country_or_region (string) — Country or region name in plain English (e.g., "Kenya", "United States", "India", "South Africa", "World"). The tool first checks a built-in mapping of common country names, then falls back to fuzzy matching against the World Bank countries API for exact and partial matches.

Optional fields:

education_level (string) — Education level to query. Default: "all".
- "primary" — Primary enrollment, completion, gender parity, pupil-teacher ratio, out-of-school rate, and learning poverty
- "secondary" — Secondary enrollment, completion, gender parity, and pupil-teacher ratio
- "tertiary" — Tertiary enrollment and gender parity
- "literacy" — Adult literacy and youth literacy rates
- "all" — All of the above combined
gender_disaggregation (boolean) — Include male/female breakdowns for literacy, primary enrollment, and secondary enrollment. Default: false.
time_period (string) — Time period for data. Default: "latest".
- "latest" — Most recent available data point
- "YYYY" — Specific year (e.g., "2020")
- "YYYY:YYYY" — Year range (e.g., "2015:2020")
include_gender_parity (boolean) — Include gender parity indices (ratio of female to male enrollment/literacy) for each education level. Default: true.
include_teacher_ratios (boolean) — Include pupil-teacher ratios for primary and secondary levels. Default: false.
include_completion_rates (boolean) — Include primary and secondary completion rates where available. Default: true.
compare_to_region (boolean) — Include regional averages for key indicators (primary enrollment, secondary enrollment, adult literacy) based on the country's World Bank region. Skipped when querying "World". Default: true.

Example — Primary education data for a country:

{
  "action": "query_education_data",
  "country_or_region": "Kenya",
  "education_level": "primary",
  "time_period": "latest"
}

Example — All education data with gender breakdown:

{
  "action": "query_education_data",
  "country_or_region": "India",
  "education_level": "all",
  "gender_disaggregation": true,
  "include_gender_parity": true,
  "include_teacher_ratios": true
}

Example — Literacy rates over a time range:

{
  "action": "query_education_data",
  "country_or_region": "Nigeria",
  "education_level": "literacy",
  "time_period": "2015:2020"
}

Example — Tertiary enrollment without regional comparison:

{
  "action": "query_education_data",
  "country_or_region": "Brazil",
  "education_level": "tertiary",
  "compare_to_region": false
}

Example — Secondary education with teacher ratios:

{
  "action": "query_education_data",
  "country_or_region": "South Africa",
  "education_level": "secondary",
  "include_teacher_ratios": true,
  "include_completion_rates": true
}

Response Format

Responses include:

data — Per-indicator results. Each indicator contains:
- indicator — World Bank indicator code
- values — Array of data points with year, value, and country name
- available — Whether data was found
metadata — Query context: country code, country name, education level, time period, and query timestamp.
regional_comparison — When enabled, regional average data for key indicators from the country's World Bank region.
gender_parity_analysis — When enabled, parity indices per education level with interpretation:
- Index < 0.97 = female disadvantage
- Index 0.97-1.03 = gender parity achieved
- Index > 1.03 = female advantage
sdg_alignment — SDG 4 (Quality Education) target analysis:
- Target 4.1: Primary completion (on track if >= 90%)
- Target 4.3: Tertiary access (expanding if > 30%)
- Target 4.5: Gender equality in education
- Target 4.6: Adult literacy progress (high >= 95%, moderate >= 80%, low < 80%)

If a country name cannot be resolved, the tool returns an error.

Education Indicators by Level

Level	Indicators
literacy	Adult literacy rate, Youth literacy rate, Female literacy, Male literacy
primary	Primary enrollment, Primary completion, Gender parity (primary), Pupil-teacher ratio, Out-of-school rate, Learning poverty, Female enrollment, Male enrollment*
secondary	Secondary enrollment, Secondary completion, Gender parity (secondary), Pupil-teacher ratio, Female enrollment, Male enrollment*
tertiary	Tertiary enrollment, Gender parity (tertiary)

*Included only when the corresponding optional flag is enabled.

Common Workflows

Country education profile — Call with education_level: "all" to get a comprehensive snapshot of a country's education system.
Gender equity analysis — Enable gender_disaggregation: true and include_gender_parity: true to get male/female breakdowns and parity indices.
SDG 4 progress check — Query with education_level: "all" and review the sdg_alignment section for target progress.
Cross-country comparison — Make separate calls for different countries with the same parameters, then compare results.
Resource allocation review — Enable include_teacher_ratios: true and include_completion_rates: true to assess education system capacity.

Important Notes

Data is sourced from the World Bank World Development Indicators database.
Boolean fields must be actual booleans (true/false), not strings like "yes" or "no".
Data availability varies by country and indicator; some countries may have gaps.
Most recent data may be 1-3 years behind the current year.
The education_level value is validated and must be one of: primary, secondary, tertiary, literacy, all.
Regional comparison is automatically skipped when querying "World" data.

Frequently Asked Questions

How do I connect this tool to an external agent?

You can install the local MCP server by opening a terminal and running:

Install commands

npm install -g @agentpmt/mcp-router
agentpmt-setup

This will connect you to local agents like Claude Code, Windsurf, Grok Build, Cursor, etc.

Alternatively you can connect to the hosted version with this config block, no installation required:

Hosted MCP config

{
  "mcpServers": {
    "agentpmt": {
      "type": "streamable-http",
      "url": "https://api.agentpmt.com/mcp",
      "headers": {
        "Authorization": "Bearer <AGENTPMT_BEARER_TOKEN>",
        "x-instance-metadata": "{\"client\":\"generic-mcp\",\"platform\":\"remote\"}"
      }
    }
  }
}

View MCP Connection Instructions for more details.

How does an external agent use this tool?

After the external agent is connected to an Agent Group that can use this tool, paste this prompt into the agent:

Agent prompt

Call the AgentPMT-Tool-Search-and-Execution tool with action 'get_schema' and tool_id 6980d5aa71cad8f61bf5b1a8 ("Federal and State Education Data Hub"). Then call the same tool with action 'call_tool', tool_id 6980d5aa71cad8f61bf5b1a8, and the parameters needed for my request.

The agent should fetch the tool schema first, collect the required parameters for your request, and then call the tool through AgentPMT.

Federal and State Education Data Hub

Available ActionsEach successful request consumes credits as outlined below.

Details

Use Cases

Actions(1)

Connect Your Agent In 5 Min

Hosted Streamable HTTPS

Local STDIO Fallback

Credit-Based Access Using AgentAddress

Direct x402 Payment

Usage Instructions

Federal and State Education Data Hub

Actions

query_education_data

Response Format

Education Indicators by Level

Common Workflows

Important Notes

Frequently Asked Questions

How do I connect this tool to an external agent?

How does an external agent use this tool?

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