probe MCP Server
probelabs/probe
[](https://agentrank-ai.com/tool/probelabs--probe/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge) AI-friendly semantic code search engine for large codebases. Combines ripgrep speed with tree-sitter AST parsing. Powers AI coding assistants with precise, context-aware code understanding.
claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
probelabs/probe is a Rust tool licensed under Apache-2.0. AI-friendly semantic code search engine for large codebases. Combines ripgrep speed with tree-sitter AST parsing. Powers AI coding assistants with precise, context-aware code understanding. Topics: ai, ai-coder, search-engine, ast, cli, code-search, mcp, nodejs-sdk, ripgrep, rust, semantic-search, tree-sitter.
Ranked #2072 out of 24846 indexed tools.
In the top 9% of all indexed tools.
Has 11 contributors.
Ecosystem
Score Breakdown
726 stars → growing community
Last commit 1mo ago → moderate activity
122/149 issues closed → responsive maintainer
11 contributors → active community
9 dependents → few downstream users
Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →
How to Improve
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[](https://agentrank-ai.com/tool/probelabs--probe/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge) <a href="https://agentrank-ai.com/tool/probelabs--probe/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/v1/badge/probelabs--probe" alt="AgentRank"></a> Matched Queries
From the README
<p align="center"> </p> # Probe **We read code 10x more than we write it.** Probe is a code and markdown context engine, with a built-in agent, made to work on enterprise-scale codebases. Today's AI coding tools use a caveman approach: grep some files, read random lines, hope for the best. It works on toy projects. It falls apart on real codebases. **Probe is a context engine built for reading and reasoning.** It treats your code as code—not text. AST parsing understands structure. Semantic search finds what matters. You get complete, meaningful context in a single call. **The Probe Agent** is purpose-built for code understanding. It knows how to wield the Probe engine expertly—searching, extracting, and reasoning across your entire codebase. Perfect for spec-driven development, code reviews, onboarding, and any task where understanding comes before writing. **One Probe call captures what takes other tools 10+ agentic loops**—deeper, cleaner, and far less noise. --- ## TableRead full README on GitHub →
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