What is the key difference between Pr Genius and Graphpilot?

Pr Genius belongs to the Knowledge & Memory category with local stdio execution, while Graphpilot belongs to the Knowledge & Memory category with local stdio execution.

How do I install Pr Genius or Graphpilot 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 Pr Genius and Graphpilot free or paid?

Pr Genius operates under a Free / Open Source model (No auth required). Graphpilot operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

Pr Genius lists 8 tools with 1 views and 2 GitHub stars. Graphpilot lists 6 tools with 1 views and 15 GitHub stars.

Can I use both Pr Genius and Graphpilot 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 Pr Genius or Graphpilot 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 Pr Genius and Graphpilot free to use, or do they require API keys?

Pr Genius is listed under a Free / Open Source model with No auth required . Graphpilot 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 Pr Genius and Graphpilot at the same time in my AI client?

Yes! MCP clients support multi-server orchestration. You can include both zsxh1990-pr-genius and graphpilot-oss-graphpilot 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, Pr Genius has a Quality Score of 57 /100 ( Good ) with 1 views, 0 installs, and 2 GitHub stars. Graphpilot holds a Quality Score of 57 /100 ( Good ) with 1 views, 0 installs, and 15 GitHub stars.

Side-by-Side Model Context Protocol Comparison

Pr Genius vs Graphpilot

In-depth architectural comparison of the Pr Genius and Graphpilot 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

Pr Genius

Knowledge & Memory · Local stdio

Quality: 57/100 (Good) | Auth: No auth required

Graphpilot

Knowledge & Memory · Local stdio

Quality: 57/100 (Good) | Auth: No auth required

Verdict Summary: Choose Pr Genius if you need specialized Knowledge & Memory tools running via a local process. Choose Graphpilot if your workspace requires Knowledge & Memory integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Pr Genius when:

You need dedicated capabilities in the Knowledge & Memory domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
Primary tools included: title, analyze_pr, coach_pr.

Explore Pr Genius Details

Choose Graphpilot when:

You need dedicated capabilities in the Knowledge & Memory domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
Primary tools included: Local MCP server over stdio, TypeScript and JavaScript structural indexing, Caller, callee, symbol-location, and blast-radius queries.

Explore Graphpilot Details

Feature & Specification Comparison

Specification	Pr Genius zsxh1990 Knowledge & Memory	Graphpilot graphpilot-oss Knowledge & Memory
Summary	Evidence-backed PR contribution advisor. 550+ case studies from 33 repos, 8 tools for merge probability analysis, pattern matching, and contribution strategy. pip install prgenius-core	Structural memory for coding agents. Indexes TypeScript/JavaScript repos and exposes callers, callees, blast-radius impact, and symbol locations over MCP — with file:line@sha evidence anchors and branch-aware differential impact — so agents answer "who calls X?" / "what breaks if I change X?" without re-reading files. Local-only, zero telemetry, Apache-2.0. npx @graphpilot-oss/graphpilot mcp
Category & Scope

Tools & Capabilities Breakdown

Pr Genius Tools (8)

title

analyze_pr

coach_pr

triage_pr

repo

pr_description

query

search_patterns

Graphpilot Tools (6)

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).

Pr Genius Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "zsxh1990-pr-genius": {
      "command": "uvx",
      "args": [
        "prgenius-core"
      ]
    }
  }
}

Graphpilot Configuration

mcpServers (Claude Desktop / Cursor)

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

Frequently Asked Questions

Pr Genius is categorized under Knowledge & Memory and uses a local stdio subprocess. In contrast, Graphpilot belongs to Knowledge & Memory using local stdio subprocess. Select Pr Genius when you need capabilities focused on knowledge & memory and Graphpilot when you require tools for knowledge & memory.

More alternatives to Pr Genius More alternatives to Graphpilot Knowledge & Memory category hub Canonical compare URL