code-context-mcp
by RaheesAhmed
README.md
# Code Context MCP Server
[](https://opensource.org/licenses/MIT)
[](https://www.python.org/downloads/)
Make any LLM a codebase expert instantly. This MCP server provides deep code intelligence through semantic search, architecture mapping, security analysis, and smart context that fits perfectly in token windows. 90% more efficient than sending raw files. Perfect for Claude, GPT, and any LLM-powered IDE.
## Installation
```bash
git clone https://github.com/RaheesAhmed/code-context-mcp.git
cd code-context-mcp
uv sync
```
## Usage
```bash
# Development mode with inspector
uv run mcp dev src/server.py
```
### Claude Desktop
Add to `claude_desktop_config.json`:
```json
{
"mcpServers": {
"code-context": {
"command": "uv",
"args": ["run", "--directory", "/path/to/code-context-mcp", "mcp", "run", "src/server.py"]
}
}
}
```
## Tools (16 Total)
### Core Tools
| Tool | Description |
|------|-------------|
| `get_repo_map` | Condensed map of all symbols in entire codebase |
| `get_file_context` | File content with related imports |
| `search_symbols` | Find function/class definitions |
| `get_dependencies` | Import relationships for a file |
| `get_project_stats` | File count, lines, language breakdown |
| `read_file` | Read file with optional line range |
### Advanced Search
| Tool | Description |
|------|-------------|
| `find_usages` | Find ALL places where a symbol is used |
| `smart_context` | Auto-find relevant files for a question |
| `semantic_search` | Search code by meaning, not keywords |
### Deep Analysis
| Tool | Description |
|------|-------------|
| `get_call_graph` | Trace callers/callees with Mermaid diagram |
| `get_architecture` | Auto-generate project layer diagram |
| `analyze_patterns` | Detect security, performance, quality issues |
### Optimization
| Tool | Description |
|------|-------------|
| `get_compressed_context` | Token-efficient multi-file context |
| `analyze_change_impact` | What breaks when you change a file |
| `get_recent_changes` | Git history - recently modified files |
| `trace_code_flow` | Step-by-step execution path tracing |
## Examples
```python
# See entire codebase structure
get_repo_map(project_path="/path/to/project")
# Find all usages of a function
find_usages(project_path="/path/to/project", symbol="authenticate")
# Auto-find relevant code for a question
smart_context(project_path="/path/to/project", question="how does auth work?")
# Build call graph with visualization
get_call_graph(project_path="/path/to/project", function_name="main")
# Analyze before making changes
analyze_change_impact(project_path="/path/to/project", file_path="src/core.py")
# Trace execution flow
trace_code_flow(project_path="/path/to/project", entry_point="handleRequest")
```
## Requirements
- Python 3.10+
- [uv](https://github.com/astral-sh/uv)
## License
MIT License - see [LICENSE](LICENSE)
## Author
[Rahees Ahmed](https://github.com/RaheesAhmed)
This server cannot be deployed
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