Web Scraping & Data Collection MCP Servers

Firecrawl

Enables web scraping, content searching, site crawling, and data extraction using the Firecrawl API.

DocsScraper

Provides semantic search capabilities over documentation chunks using embeddings and AI validation, connecting to a web API.

Nara Market

Collects South Korean government procurement (G2B) and Nara Market shopping mall data through a suite of specialized tools.

Locations

Provides a Model Context Protocol server for WordPress content extraction, keyword research, and optimized content generation.

OECD

Provides AI assistants and chatbots with access to OECD's comprehensive statistical data through its SDMX API.

Agent Commerce Core

Normalizes unstructured web data for AI agents, performing semantic extraction, HTML parsing, and generating structured RAG output.

Gelbooru

Accesses Gelbooru data to generate Stable Diffusion prompts and explore character appearance and art via the Model Context Protocol (MCP).

Readdown

Converts web pages to clean, LLM-optimized Markdown without needing a browser.

Brave Search

Integrates Brave Search into AI agents, providing web search results optimized for large language model consumption.

Export Control Screening

Automate comprehensive export compliance checks for transaction parties, dual-use technologies, and potential diversion routes using a single tool call.