"Resources for Learning Web Scraping" matching MCP servers:

Enables live searching of licensed San Francisco preschools and child care centers, computing ELFA subsidy eligibility and net out-of-pocket costs, and generating ranked recommendations with deterministic scoring versus LLM comparisons.

MCP server that silently monitors state changes in structured data sources (e.g., government open data) and provides a pull-based channel for AI agents to retrieve real mutations since their last cursor.

Provides AI assistants with specialized tools to interact with NIST's Open Security Controls Assessment Language (OSCAL) framework. It enables agents to retrieve schemas, explore models, and generate valid OSCAL documentation for security compliance automation.

Provides AI assistants with locally bundled tools to explore NIST OSCAL models, retrieve schemas, list community resources, and generate valid OSCAL templates for governance, risk, and compliance workflows.

Enables read-only consultations of DCTF WEB data from the official source via MCP over HTTP, using prepaid credits.

Provides UK company lookups via Companies House, web scraping, and search tools designed to be context-efficient for AI agents. It includes integrated micro-payment monetization and supports data extraction and format conversion.

A Python FastMCP server that re-exposes Kindora's public funder and grant tools for ChatGPT, enabling grant discovery from IRS 990 filings and Grants.gov.

Enables users to search and query information about military service alternative companies in South Korea through the Military Manpower Administration (MMA) API. Supports filtering by service type, industry, company size, location, and recruitment status.

MCP server for structured Australian macroeconomic and financial data from the Australian Bureau of Statistics (ABS), the Reserve Bank of Australia (RBA), and the Australian Prudential Regulation Authority (APRA).

Facilitates retrieval of National Park Services data using the NPS API, allowing users to list national parks by state and access detailed information about specific parks.

Exposes Denmark's Statistical Bureau API as programmable resources, making it easy to integrate with language models and modern AI applications to enable natural language queries for statistical data.

Torify gives AI agents the Japanese locale primitives that standard libraries lack — imperial era date conversion (wareki), qualified invoice number validation with NTA registry lookup, corporate number lookup (法人番号), postal code resolution, name romanization (Hepburn), and kanji-to-kana conversion via Yahoo! JLP. 31 endpoints total. No authentication required for MCP. Pay-per-call $0.02/call via

Enables natural language access to Denmark's Statistics API (Danmarks Statistik), allowing users to query and analyze Danish statistical data without coding knowledge through AI-powered interactions.

Unified API for Government Data and Web Scraping

MCP server for querying Taiwan's real estate transaction registry via web scraping of the Ministry of the Interior's official portal. Enables natural language queries for real estate sales, rentals, and pre-sale housing data.

CompanyLens MCP gives your AI assistant access to real corporate data from official government sources. No web scraping, no hallucinations — verified data from SEC EDGAR, UK Companies House, OpenSanctions, and USAspending.gov.

Provides AI access to Korea's land use planning, urban regulations, and permit information through natural language queries. It integrates tools for land analysis, regulation verification, and public notice scraping to prevent hallucinations in property-related AI applications.

Enables AI assistants to perform OSINT investigations, web searches, deep website scraping, contact extraction, and Brazilian company data enrichment via CNPJ, including 360-degree company and person lookups.

Provides mental health resources for Kenya including therapist finder, crisis lines, rights under Kenya Mental Health Act, workplace wellness, and self-help resources.

Enables AI agents to search, retrieve metadata, and query tabular resources from Latvia's Open Data portal (data.gov.lv) via CKAN.

Enables any MCP client to discover and query official Catalonia statistics through read-only tools and resources, including statistic catalogues, table metadata, filtered JSON-stat data, territorial breakdowns, and Markdown tables with source attribution.

Provides live wait times and office details for all 60 Oregon DMV field offices by scraping the ODOT website, with no authentication required.

Enables MCP-compatible clients to search, browse, and query Israeli Government Open Data through the official CKAN API, covering datasets, resources, organizations, tags, and tabular datastore records. It also supports catalog-first discovery with Hebrew-aware fuzzy matching, curated prompts and resources, and both local stdio and remote HTTP transports.

Enables MCP-compatible clients to discover, inspect, and query Israeli Government Open Data from data.gov.il through the official CKAN API, including datasets, resources, tags, organizations, and tabular records. Supports catalog search, metadata resources, domain prompts, and structured tool responses over local stdio or remote Streamable HTTP.

Enables MCP-compatible clients to discover and query Israeli Government Open Data from data.gov.il, including datasets, resources, tags, organizations, and tabular records through the official CKAN API. It provides catalog search, metadata retrieval, resource listing, record querying, prompts, and static/templated resources for streamlined exploration.

Enables AI agents to connect to 28 Brazilian public APIs covering economic, legislative, transparency, judicial, electoral, environmental, health, and other government data, providing 213 tools, 55 resources, and 45 prompts for natural-language queries and cross-referenced analysis.

Enables MCP clients to explore and query Israeli government open data from data.gov.il through the CKAN API, including dataset discovery, resources, organizations, tags, and tabular datastore records. Ships a searchable in-memory catalog snapshot with Hebrew normalization and fuzzy matching, plus tools, resources, and prompts for guided analysis over stdio or Streamable HTTP.

Enables searching, viewing metadata, and querying tabular resources from Netherlands Open Data (data.overheid.nl) via CKAN.

Enables AI assistants to search, inspect, and query public CKAN data catalogs, including Thai government data portals, through read-only tools for datasets, resources, organizations, groups, tags, schemas, and federated copies.

Enables MCP-compatible clients to discover, inspect, and query Israeli government datasets, resources, organizations, tags, and tabular records through the official data.gov.il CKAN API.