Semantic Code MCP

MCP server for semantic code search using AST-aware chunking and vector embeddings

EstablishedOpen SourceLow lock-in

Pricing

See website

Flat rate

Adoption

Stable

License

Open Source

Data freshness

Overview

What is Semantic Code MCP?

This tool provides a MCP server that enables developers to perform semantic code searches with AST-aware chunking and vector embeddings, enhancing the efficiency of code retrieval and understanding.

Key differentiator

This tool stands out by offering a self-hosted, AST-aware semantic code search solution that leverages vector embeddings to provide precise and contextually relevant results.

Capability profile

Strength Radar

AST-aware chunki…Vector embedding…Self-hosted MCP …

Honest assessment

Strengths & Weaknesses

↑ Strengths

AST-aware chunking for precise code analysis

Vector embeddings for semantic search capabilities

Self-hosted MCP server for customizable deployment

Fit analysis

Who is it for?

✓ Best for

JavaScript/TypeScript developers who need precise, semantic-aware code searches within their projects

Teams that require a self-hosted solution for sensitive or proprietary codebases

Projects aiming to integrate AI-driven search capabilities into their development tools

✕ Not a fit for

Developers looking for cloud-based solutions with managed services

Users who need real-time streaming capabilities (this tool is batch-oriented)

Cost structure

Pricing

Free Tier

None

Starts at

See website

Model

Flat rate

Enterprise

None

Performance benchmarks

How Fast Is It?

Next step

Get Started with Semantic Code MCP

Step-by-step setup guide with code examples and common gotchas.

View Setup Guide →