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Codesynapse

CodeSynapse is a server based on the MCP protocol. By integrating the LSP protocol, it provides rich semantic information of the codebase for LLM code agents, supports multiple languages, and maintains a language server configuration registry.
Developer toolsArtificial intelligence chatbots#Semantic analysis#Multi-language support#LSP integration#Code agent
2 points
6.1K
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Overview

Content Details

Alternatives

What is CodeSynapse?

CodeSynapse is a Model Context Protocol (MCP) server that exposes rich semantic information in the codebase to LLM code agents by integrating with the Language Server Protocol (LSP). It supports multiple programming languages and maps different file types to corresponding language servers by maintaining a configuration registry.

How to use CodeSynapse?

CodeSynapse runs as an intermediate layer service, connecting your code agent to the underlying language servers. You only need to configure the target language servers, and CodeSynapse will automatically handle the differences between different languages and provide a unified query interface for your agent.

Use cases

CodeSynapse is particularly suitable for AI agent development that requires code analysis across multiple programming languages or application scenarios that require a unified interface to access semantic information of different languages.

Main features

Multi-language support
Supports multiple programming languages through the configuration registry and automatically routes to the corresponding language servers
Unified interface
Provides a standardized query interface for semantic information of different languages
LSP integration
Seamlessly integrates with the existing Language Server Protocol ecosystem
Advantages
Simplifies cross-language code analysis work
Utilizes the mature implementations of the existing LSP ecosystem
Provides a consistent way to access semantic information for AI agents
Limitations
Depends on the quality and functionality of the underlying language servers
Additional configuration is required to add support for new languages
Performance is limited by the slowest language server

How to use

Installation and configuration
Install the CodeSynapse server and configure the paths of the required language servers
Start the service
Start the CodeSynapse service and specify the path of the configuration file
Connect the agent
Connect your code agent to the MCP interface provided by CodeSynapse

Usage examples

Cross-language code navigation
AI agents can seamlessly navigate code definitions in mixed Python and TypeScript projects
Intelligent code completion
Provide accurate code completion suggestions based on the full project context

Frequently Asked Questions

Which programming languages does CodeSynapse support?
How to add support for a new language?
How about the performance?

Related resources

Official documentation
Complete usage guide and API reference
GitHub repository
Source code and issue tracking
LSP specification
Language Server Protocol reference

Installation

Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.

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