AgentIndex icon
AgentIndex
kagi-ken-mcp logo
kagi-ken-mcp
★ 42
vs
GhidraMCP logo
GhidraMCP
★ 11.5k

kagi-ken-mcp vs GhidraMCP

kagi-ken-mcp: This project is a lightweight Node.js-based Model Context Protocol (MCP) server that enables programmatic access to Kagi's search and summarization services using an existing Kagi session token. It offers an alternative to the official Kagi API, which currently requires invite-only API keys, making Kagi's powerful features available to LLMs and AI agents.; GhidraMCP: GhidraMCP is a Model Context Protocol (MCP) server that enables Large Language Models (LLMs) to perform autonomous reverse engineering of applications. It exposes Ghidra's core functionalities to various MCP clients, facilitating automated binary analysis and renaming.

01

TL;DR

kagi-ken-mcp logo
kagi-ken-mcpSecurity & Safety · ★ 42

Access Kagi's search and summarizer programmatically without an official API key.

Read kagi-ken-mcp full review →
GhidraMCP logo
GhidraMCPSecurity & Safety · ★ 11.5k
When to choose:
  • You use the free, open-source NSA Ghidra reverse engineering suite and want to give Claude or Cursor direct access to decompilation, functions, and symbols via MCP.
  • You need an open-source, non-commercial binary analysis pipeline that works out of the box without proprietary licenses.
When to skip:
  • Your workflow standardizes on IDA Pro with Hex-Rays decompilers; ida-pro-mcp is the dedicated bridge for IDA Pro.
  • You do not perform binary reverse engineering or disassembly.
Read GhidraMCP full review →
02

Side-by-Side Comparison

Field
kagi-ken-mcp logokagi-ken-mcp
GhidraMCP logoGhidraMCP
Category
Security & Safety
Security & Safety
Stars
★ 42
★ 11.5k
License
MIT
Apache-2.0
Install Command
npx -y github:czottmann/kagi-ken-mcp
git clone https://github.com/LaurieWired/GhidraMCP.git
Updated
8mo ago
1w ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
Kagi, MCP Server, Node.js
Ghidra, Reverse Engineering, LLM
03

Features

kagi-ken-mcp logokagi-ken-mcp
01Fetch web results using Kagi Search with concurrent query processing.
02Summarize content from URLs with customizable output types and languages.
03Utilizes Kagi session tokens stored as an environment variable or file, avoiding the need for an API key.
04Includes comprehensive error handling for connection timeouts, invalid input, and environment variables.
05Designed to integrate with LLMs and AI agents (e.g., Claude Desktop/Code) via the Model Context Protocol.
GhidraMCP logoGhidraMCP
01Operates as an MCP Server and Ghidra Plugin
02Decompile and analyze binaries within Ghidra
03Automatically rename methods and data
04List methods, classes, imports, and exports
05Integrates with diverse MCP clients
04

Use Cases

kagi-ken-mcp logokagi-ken-mcp
↳Access Kagi's search and summarizer programmatically without an official API key.
↳Enable AI models (like Claude) to perform web searches using Kagi's engine.
↳Integrate Kagi's summarizer into automated workflows for URL or text content summarization.
↳Provide Kagi search and summarization as tools for AI agents.
GhidraMCP logoGhidraMCP
↳Empowering LLMs to autonomously reverse engineer applications.
↳Integrating Ghidra's powerful analysis capabilities with AI agents.
↳Automating binary analysis tasks through MCP client interfaces.
05

Best For

kagi-ken-mcp logokagi-ken-mcp
—
GhidraMCP logoGhidraMCP
Most PopularEssentialTrending
FAQ

FAQ

What is the difference between kagi-ken-mcp and GhidraMCP?
Both kagi-ken-mcp and GhidraMCP are in the Security & Safety category. kagi-ken-mcp has 42 stars, while GhidraMCP has 11.5k stars.
Which is better, kagi-ken-mcp or GhidraMCP?
The best choice depends on your use case. Choose kagi-ken-mcp if Access Kagi's search and summarizer programmatically without an official API key., and GhidraMCP if Empowering LLMs to autonomously reverse engineer applications..
Is kagi-ken-mcp free or open source?
Yes, kagi-ken-mcp is open source on GitHub (MIT).
Is GhidraMCP free or open source?
Yes, GhidraMCP is open source on GitHub (Apache-2.0).
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