# IBAMA Dados Abertos MCP for AI Agents AI Agent Connect > IBAMA Dados Abertos gives your AI agent direct access to Brazil's official environmental data. You can query records on deforestation, wildlife, and environmental licensing without manually downloading heavy files. It connects your agent to the IBAMA Open Data Portal to pull real-time information on fines and federal technical registries. ## Overview - **Category:** data-analytics - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_WruRyjes6lEl5z6COoGqlt8ISfSWngRFRtqOsVw5/ai-agent-connect - **Tags:** environmental-data, open-data, brazil, sustainability, dataset-discovery, ecology ## Description If you're trying to track environmental trends in Brazil, you usually have to navigate through heavy portals and manually download massive CSV files just to find a few rows of data. This Connector changes that by letting your agent do the heavy lifting for you. Instead of clicking through pages of results, you can just ask your agent to find specific records on deforestation or look up the status of a particular environmental license. It pulls directly from the official IBAMA Open Data Portal, meaning you get the source of truth without the manual labor. Because Vinkius hosts this Connector, you can plug it into your existing workflow and start querying environmental metrics as part of your normal research or reporting. It turns a slow, manual data-gathering process into a simple conversation with your AI client. ## Tools ### search_resources Look for specific resources based on their individual fields. Use this to narrow down data based on specific attributes. ### show_dataset View the full metadata for a specific dataset to understand its contents. This is useful for checking data provenance. ### show_organization See details and related datasets for specific IBAMA departments. This helps map out who manages which data. ### show_resource Fetch the metadata for a specific resource to check its provenance. Use this to verify the source of a specific data file. ### search_datasets Find datasets matching a specific query string with sorting and pagination. This helps you locate specific environmental records quickly. ### datastore_search Query CSV and tabular data directly using filters and SQL-like parameters. This lets you pull only the rows you need. ### list_datasets Get a complete list of all dataset names available in the portal. This is the best way to see the full scope of available data. ### list_groups See all thematic groups like 'Flora' or 'Fauna' within the portal. Use this to understand how IBAMA categorizes its data. ### list_organizations View a list of all organizations and departments within IBAMA. This helps you identify the correct department for your query. ## Prompt Examples **Prompt:** ``` Can you find datasets related to 'licenciamento ambiental' and show me the top 5? ``` **Response:** ``` I found several datasets related to environmental licensing. Here are the top 5 results: - Licenciamento Ambiental Federal - Empreendimentos Licenciados - Processos de Licenciamento - Registro de Licenças - Monitoramento de Licenciamento Which one would you like to explore further? ``` **Prompt:** ``` List the thematic groups available in the IBAMA portal. ``` **Response:** ``` The IBAMA portal organizes data into the following thematic groups: - Administrativo - Autorizações - Cadastro - Fiscalização - Flora - Fauna - Qualidade Ambiental ``` **Prompt:** ``` Query the resource for records where the year is 2023. ``` **Response:** ``` I've queried the datastore for that specific resource. I found 150 records for the year 2023. Here are the first few entries: | Location | Type | Date | | --- | --- | --- | | Region A | Infraction | 2023-01-15 | | Region B | License | 2023-02-20 | | Region C | Inspection | 2023-03-05 | (Showing 3 of 150 entries...) ``` ## Capabilities ### Search for specific datasets Find datasets related to wildlife, flora, or deforestation using specific keywords. ### Pull detailed metadata Get full details on data provenance and update frequency for any given resource. ### Query tabular data directly Extract specific rows from CSV files using filters without downloading the entire file. ### Map out department structures Explore the organizational layout of IBAMA and the specific data they publish. ### List thematic groups Browse all available categories like 'Fauna' or 'Fiscalização' within the portal. ### Inspect resource metadata View technical details for specific resources to verify their content before analysis. ## Use Cases ### Reporting on illegal logging A journalist asks the agent to find the latest records on deforestation in a specific region using search_datasets. ### Academic research on biodiversity A researcher uses list_groups to find all available data on Brazilian flora for a scientific study. ### Compliance checking An analyst uses datastore_search to find specific environmental fines issued in a particular year. ### Departmental mapping A policy maker uses list_organizations to see which departments handle environmental licensing. ## Benefits - Skip the manual downloads by using datastore_search to pull only the rows you need for your specific report. - Find specific environmental records faster using search_datasets with custom keywords instead of browsing pages. - Understand data provenance quickly by viewing metadata with show_dataset before you start your analysis. - Map out federal environmental structures using list_organizations and show_organization to see who manages what. - Organize your research by exploring thematic groups through list_groups to see all available categories. - Get accurate data on wildlife and deforestation by pulling directly from official IBAMA sources into your agent. ## How It Works The bottom line is you get direct, queryable access to Brazil's official environmental records without the manual download headache. 1. Subscribe to the IBAMA Dados Abertos MCP on Vinkius. 2. Provide your IBAMA/CKAN API Key in the settings for higher rate limits. 3. Ask your AI client to find or query specific Brazilian environmental records. ## Frequently Asked Questions **What is the IBAMA Dados Abertos MCP?** It's a way to connect your AI agent directly to Brazil's official environmental data portal. You can ask it to find records on deforestation, wildlife, and licensing without manual searching. **Can I use this to find Brazilian environmental fines?** Yes, your agent can search through the official records to find specific information on environmental infractions and fines. **Do I need to download files to use this?** No, the Connector allows your agent to query the data directly through the portal. You get the specific information you need without downloading large CSV files. **Is this for research on Brazilian biodiversity?** It's perfect for that. You can use it to find and filter datasets related to flora and fauna across different regions of Brazil. **How do I get data on environmental licensing?** Your AI agent can search for datasets specifically related to 'licenciamento ambiental' and pull the relevant metadata or records for you. **Can I see which departments manage the data?** Yes, the Connector can list all organizations within IBAMA so you can see which departments are responsible for specific types of environmental records. **How can I search for datasets related to a specific topic like 'deforestation'?** You can use the `search_datasets` tool with the query parameter 'q'. For example, searching for 'desmatamento' will return all relevant datasets indexed in the IBAMA portal. **Is it possible to read the content of a CSV file without downloading it?** Yes! If the resource is integrated into the DataStore, you can use the `datastore_search` tool with the `resource_id` to query rows, apply filters, and perform full-text searches directly. **How do I find which datasets are published by a specific IBAMA department?** Use the `list_organizations` tool to see all departments, then use `show_organization` with the department ID to list all datasets associated with that specific entity.