sarathsp06/sourcesage
If you are the rightful owner of sourcesage and would like to certify it and/or have it hosted online, please leave a comment on the right or send an email to henry@mcphub.com.
SourceSage is an MCP server designed to efficiently memorize and manage key aspects of a codebase, leveraging LLM's understanding across multiple languages.
SourceSage is a Model Context Protocol (MCP) server that focuses on efficiently memorizing and managing key aspects of a codebase, such as logic, style, and standards. It is designed to be language-agnostic, allowing it to work with any programming language that the LLM understands. SourceSage uses a knowledge graph to store code entities, relationships, patterns, and style conventions in a token-efficient manner. This enables fast retrieval and dynamic updates without redundant storage. The server relies on the LLM to analyze code and provide insights, making it a powerful tool for developers who need to manage complex codebases across different languages. SourceSage's approach leverages the LLM's inherent language understanding while focusing on efficient memory management.
Features
- Language Agnostic: Works with any programming language the LLM understands
- Knowledge Graph Storage: Efficiently stores code entities, relationships, patterns, and style conventions
- LLM-Driven Analysis: Relies on the LLM to analyze code and provide insights
- Token-Efficient Storage: Optimizes for minimal token usage while maximizing memory capacity
- Incremental Updates: Updates knowledge when code changes without redundant storage
Usages
usage with claude desktop installed package
{
"mcpServers": {
"sourcesage": {
"command": "sourcesage",
"args": []
}
}
}usage with claude desktop local directory
{
"sourcesage": {
"command": "uv",
"args": [
"--directory",
"/path/to/sourcesage",
"run",
"main.py"
]
}
}Tools
register_entity
Register code entity to knowledge graph
register_relationship
Relationships between registered entities
register_pattern
Register code mode
register_style_convention
Register coding style agreement
add_entity_observation
Add entity observations
query_entities
Query entities in the knowledge graph
get_entity_details
Get detailed information about an entity
query_patterns
Query code pattern
query_style_conventions
Query coding style conventions
get_knowledge_statistics
Obtain statistics on knowledge graphs
clear_knowledge
Clear all knowledge in the knowledge graph
