# Federal and State Education Data Hub ## Links - Product page URL: https://www.agentpmt.com/marketplace/education-statistics-literacy - Product markdown URL: https://www.agentpmt.com/marketplace/education-statistics-literacy?format=agent-md - Product JSON URL: https://www.agentpmt.com/marketplace/education-statistics-literacy?format=agent-json ## Overview - Product ID: 6980d5aa71cad8f61bf5b1a8 - Vendor: Apoth3osis - Type: function - Unit type: request - Price: 2000 credits - Categories: Data Science, Academic & Scientific Research, Public Records & Government Data, Public Records & FOIA, Civic Data & Demographics - Generated at: 2026-04-15T18:28:46.062Z ### Page Description 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. ### Agent Description Natural language interface to World Bank education statistics. Query by country and education level, get enrollment rates, literacy, gender parity indices. Automatic disaggregation by gender and education level. ## Details Tab ### 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. ### Actions - `query_education_data` (20 credits): Fetch education statistics for a country or region from the World Bank World Development Indicators database. ### Use Cases Education policy analysis,School performance benchmarking,Literacy and enrollment trends,Regional equity reporting,Program impact evaluation ### Workflows Using This Tool No public workflows currently reference this product. ### Related Content No related content is currently linked to this product. ## Advanced Tab ### DynamicMCP - Setup page URL: https://www.agentpmt.com/dynamic-mcp - Claude setup guide: https://www.agentpmt.com/dynamic-mcp?platform=claude#videos - ChatGPT setup guide: https://www.agentpmt.com/dynamic-mcp?platform=chatgpt#videos - Cursor setup guide: https://www.agentpmt.com/dynamic-mcp?platform=cursor#videos - Windsurf setup guide: https://www.agentpmt.com/dynamic-mcp?platform=windsurf#videos STDIO connector for Claude Code, Codex, Cursor, Zed, and other LLMs that require STDIO or custom connections. This lightweight connector routes requests to `https://api.agentpmt.com/mcp`. All tool execution happens in the cloud and the server cannot edit any files on your computer. ```bash npm install -g @agentpmt/mcp-router agentpmt-setup ``` ### REST API The live page renders cURL, Python, JavaScript, and Node.js examples. Logged-in users see those examples prefilled with their own API and budget credentials. - Purchase endpoint: https://api.agentpmt.com/products/purchase - Authorization format: `Bearer ` ```bash curl -X POST "https://api.agentpmt.com/products/purchase" \ -H "Content-Type: application/json" \ -H "Authorization: Bearer eW91ci1hcGkta2V5LWhlcmU6eW91ci1idWRnZXQta2V5LWhlcmU=" \ -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 } }' ``` ### Autonomous Agents Do not use the abbreviated instructions in this product markdown for wallet-based invocation. Retrieve the full External Agent API markdown document instead. - External Agent API page URL: https://www.agentpmt.com/external-agent-api - External Agent API markdown URL: https://www.agentpmt.com/external-agent-api?format=agent-md ### Schema #### Parameters - Schema type: actions ```json { "actions": { "query_education_data": { "description": "Fetch education statistics for a country or region from the World Bank World Development Indicators database.", "properties": { "country_or_region": { "type": "string", "description": "Country or region name in plain language (e.g., 'Kenya', 'South Africa', 'World', 'Sub-Saharan Africa').", "required": true }, "education_level": { "type": "string", "description": "Education level to query: 'primary', 'secondary', 'tertiary', 'literacy', or 'all'.", "required": false, "default": "all", "enum": [ "primary", "secondary", "tertiary", "literacy", "all" ] }, "gender_disaggregation": { "type": "boolean", "description": "Include gender-disaggregated data (male/female breakdowns).", "required": false, "default": false }, "time_period": { "type": "string", "description": "Time period: 'latest' for most recent, specific year like '2020', or range like '2015:2020'.", "required": false, "default": "latest" }, "include_gender_parity": { "type": "boolean", "description": "Include gender parity indices (ratio of female to male enrollment/literacy).", "required": false, "default": true }, "include_teacher_ratios": { "type": "boolean", "description": "Include pupil-teacher ratios.", "required": false, "default": false }, "include_completion_rates": { "type": "boolean", "description": "Include completion rates where available.", "required": false, "default": true }, "compare_to_region": { "type": "boolean", "description": "Include regional averages for comparison.", "required": false, "default": true } } } }, "properties": { "action": { "type": "string", "description": "Action to perform: 'get_instructions' for documentation, 'query_education_data' to fetch education statistics", "required": false, "enum": [ "get_instructions", "query_education_data" ] }, "country_or_region": { "type": "string", "description": "Country or region name in plain language (e.g., 'Kenya', 'South Africa', 'World', 'Sub-Saharan Africa'). Required for query_education_data.", "required": false }, "education_level": { "type": "string", "description": "Education level to query: 'primary', 'secondary', 'tertiary', 'literacy', or 'all'", "required": false, "default": "all", "enum": [ "primary", "secondary", "tertiary", "literacy", "all" ] }, "gender_disaggregation": { "type": "boolean", "description": "Include gender-disaggregated data (male/female breakdowns). Must be a boolean.", "required": false }, "time_period": { "type": "string", "description": "Time period: 'latest' for most recent, specific year like '2020', or range like '2015:2020'", "required": false, "default": "latest" }, "include_gender_parity": { "type": "boolean", "description": "Include gender parity indices (ratio of female to male enrollment/literacy). Must be a boolean.", "required": false, "default": true }, "include_teacher_ratios": { "type": "boolean", "description": "Include pupil-teacher ratios. Must be a boolean.", "required": false }, "include_completion_rates": { "type": "boolean", "description": "Include completion rates where available. Must be a boolean.", "required": false, "default": true }, "compare_to_region": { "type": "boolean", "description": "Include regional averages for comparison. Must be a boolean.", "required": false, "default": true } } } ``` ### Usage Instructions # 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:** ```json { "action": "query_education_data", "country_or_region": "Kenya", "education_level": "primary", "time_period": "latest" } ``` **Example — All education data with gender breakdown:** ```json { "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:** ```json { "action": "query_education_data", "country_or_region": "Nigeria", "education_level": "literacy", "time_period": "2015:2020" } ``` **Example — Tertiary enrollment without regional comparison:** ```json { "action": "query_education_data", "country_or_region": "Brazil", "education_level": "tertiary", "compare_to_region": false } ``` **Example — Secondary education with teacher ratios:** ```json { "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 1. **Country education profile** — Call with `education_level: "all"` to get a comprehensive snapshot of a country's education system. 2. **Gender equity analysis** — Enable `gender_disaggregation: true` and `include_gender_parity: true` to get male/female breakdowns and parity indices. 3. **SDG 4 progress check** — Query with `education_level: "all"` and review the `sdg_alignment` section for target progress. 4. **Cross-country comparison** — Make separate calls for different countries with the same parameters, then compare results. 5. **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. ### About The Developer - Vendor name: Apoth3osis - Website: apoth3osis.io We build tools that enable AI agents to excel in the mathematical realm. Our small team develops experimental and unique solutions in the AI arena, with a strong focus on modular computing for agentic applications and custom model deployment. We have handled projects for a variety of applications across many sectors, from algorithmic trading and financial analysis, to molecular simulations and predictions, to habitat and biodiversity monitoring and wildlife conservation. ### Frequently Asked Questions No linked FAQs are currently available. ### Dependencies This product has no public dependency products.