Benzi

by oooscoos · Developer Tools · ★ 171

Benzi is an MCP server by oooscoos. Most coding agents grep and glob raw source into LLM's context window and hope the model is smart. Benzi compiles your codebase into a queryable map of calls, data flow, control flow and class hierarchy first; then it reads, explains, runs, edits and verifies your code using it. Includes a runtime t. It has 171 GitHub stars and ranks #407 of 2217 in Developer Tools by stars.

Category: Developer Tools
Author: oooscoos
GitHub stars: 171
This week: Tracking since 18 Oct 2026
Language: HTML
License: Other
Last update: 2026-10-23 (yesterday)
Links: Source Website

agent
ai
ai-agent
cli
code-generation
code-intelligence
coding-agent
compiler
cross-platform
developer-tools
harness
harness-engineering
+8 more

How to install Benzi

Install steps differ per project, so follow the README in the Benzi repository. Most MCP servers start with a single command (npx -y <package>, uvx <package> or a Docker image) that you add to your client's config. The install guide shows where that goes in Claude Code, Claude Desktop, Cursor and VS Code.

Also listed in

MCP servers for Python projects1198

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Frequently asked questions

What is Benzi?

Benzi is an MCP server by oooscoos in the Developer Tools category. Most coding agents grep and glob raw source into LLM's context window and hope the model is smart. Benzi compiles your codebase into a queryable map of calls, data flow, control flow and class... It has 171 GitHub stars and ranks #407 of 2217 in Developer Tools by stars.

Is Benzi free and open source?

Benzi lists its license as Other. Read the license text in the repository before using it in a commercial product, and check whether the service it connects to charges for API access.

What are the alternatives to Benzi?

Other Developer Tools projects on MCP Harbor include rea, storybook, context7. Each alternative links to its own page with stars, license and recent activity. The Developer Tools category ranks all 2217 by stars, and you can re-sort it by growth this week.

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Data last updated 25 October 2026. Stars and downloads are refreshed every day from GitHub and npm.