Search Scrape MCP Server

CortexScout is the Deep Research & Web Extraction module within the Cortex-Works ecosystem.

Local serverstdio

What is the Search Scrape MCP Server?

CortexScout is the Deep Research & Web Extraction module within the Cortex-Works ecosystem.

What you get

CortexScout provides a single, self-hostable Rust binary that exposes search, extraction, and stateful browser automation capabilities over MCP (stdio) and an optional HTTP server. Output formats are structured and optimized for downstream LLM use.

  • llm_api_key: "" in cortex-scout.json is valid and means "no auth required"
  • Keep synthesis_max_sources at 1-2
  • Keep synthesis_max_chars_per_source around 600-1000
  • Keep synthesis_max_tokens around 512-768

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

Configuration

VariableDescriptionRequired
CORTEX_SCOUT_TOOL_TIMEOUT_SECS_SCRAPE_URLEndpoint or connection string the server talks to.Yes
IP_LIST_PATHFilesystem location the server is allowed to use.Optional
PROXY_SOURCE_PATHFilesystem location the server is allowed to use.Optional
OPENAI_BASE_URLEndpoint or connection string the server talks to.Yes
OPENAI_API_KEYCredential the server authenticates with.Yes

Example prompts to try

  • “Use Search Scrape to Area.”
  • “Use Search Scrape to Search.”
  • “Use Search Scrape to Extraction.”

Frequently asked questions

CortexScout is the Deep Research & Web Extraction module within the Cortex-Works ecosystem. Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.