
Research
Shai-Hulud Descends to Hades: Miasma Worm Campaign Spreads with New PyPI Wave
Socket found 37 malicious PyPI wheels that abuse Python startup hooks to launch a Bun-powered credential stealer tied to Mini Shai-Hulud/Miasma.
Structural memory for AI agents. Build semantic knowledge graphs from your codebase for surgical code modifications.
Structural memory for AI agents. Navigate your codebase with surgical precision.
Geraph maps your entire project—files, functions, classes, and relationships—into a semantic knowledge graph that AI agents (like Claude, Antigravity, and Copilot) can query instead of blindly grepping through your code.
Prerequisite: Node.js >=18.14.0 is required.
Run the following commands to install geraph cli, platform specific rules and build the graph:
# 1. Install globally
npm install -g geraph
# 2. Setup your favorite AI assistant
geraph install claude # or antigravity, vscode, cursor
# 3. Map your project
geraph scan
Geraph features a fully local Model Context Protocol (MCP) server that operates completely over stdio. Using the MCP server is highly recommended over running terminal CLI commands for LLMs.
For a project-level local setup: Add the following configuration to your MCP-compatible client (e.g. Cursor or Antigravity IDE):
{
"mcpServers": {
"geraph": {
"command": "geraph",
"args": ["mcp"]
}
}
}
For a global setup:
If you configure the MCP server globally for your IDE, you must tell the server where your project is located. You can do this by setting the cwd field to your project path. If your IDE/platform doesn't support the cwd field, you can pass the project path as an argument instead:
{
"mcpServers": {
"geraph": {
"command": "geraph",
"args": [
"mcp"
],
"cwd": "<path-to-your-project>"
}
}
}
If cwd is not supported:
{
"mcpServers": {
"geraph": {
"command": "geraph",
"args": [
"mcp",
"<path-to-your-project>"
]
}
}
}
For a full guide on workflows, agent integration, and advanced features, visit the Main Project Documentation.
FAQs
Structural memory for AI agents. Build semantic knowledge graphs from your codebase for surgical code modifications.
The npm package geraph receives a total of 54 weekly downloads. As such, geraph popularity was classified as not popular.
We found that geraph demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.
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Socket for GitHub automatically highlights issues in each pull request and monitors the health of all your open source dependencies. Discover the contents of your packages and block harmful activity before you install or update your dependencies.

Research
Socket found 37 malicious PyPI wheels that abuse Python startup hooks to launch a Bun-powered credential stealer tied to Mini Shai-Hulud/Miasma.

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