What is the key difference between Crawlgraph MCP and Topicforge MCP?

Crawlgraph MCP belongs to the Marketing category with local stdio execution, while Topicforge MCP belongs to the Marketing category with local stdio execution.

How do I install Crawlgraph MCP or Topicforge MCP 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 Crawlgraph MCP and Topicforge MCP free or paid?

Crawlgraph MCP operates under a Freemium model (API Key required). Topicforge MCP operates under a Paid Service model (API Key required).

Which MCP server has more tools and community activity?

Crawlgraph MCP lists 4 tools with 3 views and 5 GitHub stars. Topicforge MCP lists 9 tools with 2 views and 0 GitHub stars.

Can I use both Crawlgraph MCP and Topicforge MCP 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

Crawlgraph MCP vs Topicforge MCP

In-depth architectural comparison of the Crawlgraph MCP and Topicforge MCP 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

Crawlgraph MCP

Marketing · Local stdio

Quality: 59/100 (Good) | Auth: API Key required

Topicforge MCP

Marketing · Local stdio

Quality: 56/100 (Good) | Auth: API Key required

Verdict Summary: Choose Crawlgraph MCP if you need specialized Marketing tools running via a local process. Choose Topicforge MCP if your workspace requires Marketing integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Crawlgraph MCP when:

You need dedicated capabilities in the Marketing domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: API Key required (Freemium).
You have access to required keys: CRAWLGRAPH_API_KEY.
Primary tools included: backlinks, gap_analysis, gap_outreach_targets.

Explore Crawlgraph MCP Details

Choose Topicforge MCP when:

You need dedicated capabilities in the Marketing domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: API Key required (Paid Service).
You have access to required keys: TOPICFORGE_API_KEY.
Primary tools included: topic_cluster, faq_schema, meta_description.

Feature & Specification Comparison

Specification	Crawlgraph MCP pucilpet Marketing	Topicforge MCP TopicForge Marketing
Summary	Backlink intelligence and competitor gap analysis on the public Common Crawl webgraph (4.4B edges, 120M domains) via CrawlGraph. 4 tools: backlink lookups, gap analysis, and a composite outreach-targets finder (domains linking to all your competitors but not you, de-noised and ranked by authority). Install: npx -y crawlgraph-mcp.	Programmatic SEO batch jobs for agents: runbatch, getbatchstatus, exportmarkdown, plus topic cluster, FAQ schema, and meta description tools. Pay per article, no subscription. Install: npx -y @topicforge/mcp.
Category & Scope

Tools & Capabilities Breakdown

Crawlgraph MCP Tools (4)

backlinks

Look up referring domains (backlinks) for a single target domain from the Common Crawl webgraph. Returns each linking domain with host count and CrawlGraph authority score, plus the target's own authority/rank. Costs one backlinks call against the monthly quota (1,000/mo on lifetime).

gap_analysis

Run a competitor backlink gap analysis: find domains that link to one or more of your competitors but NOT to you. Submits an async job and polls until done (usually 5-30s). Returns every gap with `found_on` listing which competitors each domain links to. Costs one gap job against the monthly quota (50/mo on lifetime).

gap_outreach_targets

The warm-outreach play. Runs a gap analysis, then ranks results: PRIORITY = domains linking to ALL your competitors but not you (publishers who cover your whole space and have never heard of you), SECONDARY = domains linking to 2+ competitors. Platform/CDN noise is filtered, top N priority targets are scored by authority. Use 2-3 competitors. Costs one gap job + one backlinks call per enriched target.

releases

List the Common Crawl releases the API can query. Does not count against any quota. Use a release `id` with the backlinks tool to query a specific snapshot.

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).

Crawlgraph MCP Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "pucilpet-crawlgraph-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "crawlgraph-mcp"
      ],
      "env": {
        "CRAWLGRAPH_API_KEY": "YOUR_CRAWLGRAPH_API_KEY_HERE"
      }
    }
  }
}

Topicforge MCP Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "topicforge-topicforge-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@topicforge/mcp"
      ],
      "env": {
        "TOPICFORGE_API_KEY": "YOUR_TOPICFORGE_API_KEY_HERE"
      }
    }
  }
}

Frequently Asked Questions

Crawlgraph MCP is categorized under Marketing and uses a local stdio subprocess. In contrast, Topicforge MCP belongs to Marketing using local stdio subprocess. Select Crawlgraph MCP when you need capabilities focused on marketing and Topicforge MCP when you require tools for marketing.

More alternatives to Crawlgraph MCP More alternatives to Topicforge MCP Marketing category hub