What is the key difference between Markcrawl and Fitter?

Markcrawl belongs to the Search & Data Extraction category with local stdio execution, while Fitter belongs to the Search & Data Extraction category with cloud HTTP/SSE execution.

How do I install Markcrawl or Fitter in Claude Desktop or Cursor?

Copy the mcpServers JSON configuration snippet provided on this page into your claude_desktop_config.json or ~/.cursor/mcp.json file and restart your AI client.

Are Markcrawl and Fitter free or paid?

Markcrawl operates under a Free / Open Source model (No auth required). Fitter operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

Markcrawl lists 6 tools with 5 views and 3 GitHub stars. Fitter lists 5 tools with 0 views and 133 GitHub stars.

Can I use both Markcrawl and Fitter together in the same MCP host?

Yes! MCP hosts like Claude Desktop, Cursor, Windsurf, Cline, and VS Code support configuring multiple servers under the mcpServers object simultaneously.

Side-by-Side Model Context Protocol Comparison

Markcrawl vs Fitter

In-depth architectural comparison of the Markcrawl and Fitter MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

At a Glance & Executive Verdict

Markcrawl

Search & Data Extraction · Local stdio

Quality: 55/100 (Good) | Auth: No auth required

Fitter

Search & Data Extraction · Remote HTTP/SSE

Quality: 55/100 (Good) | Auth: No auth required

Verdict Summary: Choose Markcrawl if you need specialized Search & Data Extraction tools running via a local process. Choose Fitter if your workspace requires Search & Data Extraction integration with remote web transport. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Markcrawl when:

You need dedicated capabilities in the Search & Data Extraction domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
Primary tools included: Single-page and whole-site crawling, Clean Markdown and JSONL output, Citation metadata with access dates.

Explore Markcrawl Details

Choose Fitter when:

You need dedicated capabilities in the Search & Data Extraction domain.
You prefer remote streaming HTTP/SSE transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
Primary tools included: fitter_run, fitter_run_file, fitter_run_url.

Explore Fitter Details

Feature & Specification Comparison

Specification	Markcrawl AIMLPM Search & Data Extraction	Fitter Search & Data Extraction
Summary	Crawl websites into clean Markdown, search pages, and extract structured data with LLMs. Built-in MCP server for web research and RAG pipelines.	Turn any website or API into structured JSON with LLM-authored declarative scraping configs.
Category & Scope	Search & Data Extraction

Tools & Capabilities Breakdown

Markcrawl Tools (6)

Single-page and whole-site crawling

Clean Markdown and JSONL output

Citation metadata with access dates

URL filtering and crawl resumption

Optional binary, image, and screenshot downloads

Local embeddings without an API key

Fitter Tools (5)

fitter_run

Run a Fitter config passed inline (JSON or YAML string) and return the extracted data as JSON. Accepts an optional `input` value available in the config via `{{{FromInput=.}}}` / `{{{FromInput=json.path}}}

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

Markcrawl Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "aimlpm-markcrawl": {
      "command": "npx",
      "args": [
        "-y",
        "clawhub"
      ]
    }
  }
}

Fitter Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "fitter": {
      "url": "http://localhost:8080/mcp"
    }
  }
}

Frequently Asked Questions

Markcrawl is categorized under Search & Data Extraction and uses a local stdio subprocess. In contrast, Fitter belongs to Search & Data Extraction using remote streaming HTTP/SSE transport. Select Markcrawl when you need capabilities focused on search & data extraction and Fitter when you require tools for search & data extraction.

More alternatives to Markcrawl More alternatives to Fitter Search & Data Extraction category hub