What is the key difference between Search Fragments and Bloomfilter?

Search Fragments belongs to the Developer Tools category with cloud HTTP/SSE execution, while Bloomfilter belongs to the Developer Tools category with local stdio execution.

How do I install Search Fragments or Bloomfilter 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 Search Fragments and Bloomfilter free or paid?

Search Fragments operates under a Free / Open Source model (No auth required). Bloomfilter operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

Search Fragments lists 0 tools with 0 views and 0 GitHub stars. Bloomfilter lists 10 tools with 0 views and 9 GitHub stars.

Can I use both Search Fragments and Bloomfilter 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.

How do I install Search Fragments or Bloomfilter in Claude Desktop, Cursor, or Windsurf?

Both servers follow the standard Model Context Protocol configuration format. Simply copy the JSON block from the configuration section above and paste it into your AI client's mcpServers configuration object (for instance in claude_desktop_config.json or ~/.cursor/mcp.json ), then completely restart or refresh the application.

Are Search Fragments and Bloomfilter free to use, or do they require API keys?

Search Fragments is listed under a Free / Open Source model with No auth required . Bloomfilter operates under a Free / Open Source model with No auth required . If environment variables are required (such as API keys), be sure to define them under the env key in your MCP client's configuration file.

Can I run both Search Fragments and Bloomfilter at the same time in my AI client?

Yes! MCP clients support multi-server orchestration. You can include both search-fragments and bloomfilter as distinct keys inside the single mcpServers object in your configuration file. Your AI assistant will automatically select and call the appropriate tool from either server during chat sessions.

Which MCP server has higher directory engagement and quality ratings?

On AllMCPs, Search Fragments has a Quality Score of 42 /100 ( Fair ) with 0 views, 0 installs, and 0 GitHub stars. Bloomfilter holds a Quality Score of 53 /100 ( Good ) with 0 views, 0 installs, and 9 GitHub stars.

Side-by-Side Model Context Protocol Comparison

Search Fragments vs Bloomfilter

In-depth architectural comparison of the Search Fragments and Bloomfilter 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

Search Fragments

Developer Tools · Remote HTTP/SSE

Quality: 42/100 (Fair) | Auth: No auth required

Bloomfilter

Developer Tools · Local stdio

Quality: 53/100 (Good) | Auth: No auth required

Verdict Summary: Choose Search Fragments if you need specialized Developer Tools tools running via a hosted cloud SSE transport. Choose Bloomfilter if your workspace requires Developer Tools integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Search Fragments when:

You need dedicated capabilities in the Developer Tools domain.
You prefer remote streaming HTTP/SSE transport architecture.
Your security boundary fits: No auth required (Free / Open Source).

Explore Search Fragments Details

Choose Bloomfilter when:

You need dedicated capabilities in the Developer Tools domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
Primary tools included: search_domains, get_pricing, get_domain_info.

Explore Bloomfilter Details

Feature & Specification Comparison

Specification	S Search Fragments Developer Tools	B Bloomfilter Developer Tools
Summary	Fragment synthesis for agents. Resolves half-remembered queries; never returns a confident-wrong.	Service that lets AI Agents search, register, and configure domains
Category & Scope	Developer Tools	Developer Tools
Quality signal

Tools & Capabilities Breakdown

Search Fragments Tools (0)

No explicit tool names declared in metadata yet. Check project README on main listing page.

Bloomfilter Tools (10)

search_domains

get_pricing

get_domain_info

register_domain

renew_domain

get_account

list_dns_records

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).

Search Fragments Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "search-fragments": {
      "url": "https://searchfragments.com"
    }
  }
}

Bloomfilter Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "bloomfilter": {
      "command": "npx",
      "args": [
        "-y",
        "@bloomfilter/mcp-server"
      ]
    }
  }
}

Frequently Asked Questions

Search Fragments is categorized under Developer Tools and uses a remote streaming HTTP/SSE transport. In contrast, Bloomfilter belongs to Developer Tools using local stdio subprocess. Select Search Fragments when you need capabilities focused on developer tools and Bloomfilter when you require tools for developer tools.

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