cmgoffena13/codeparse

See the Benchmark Evaluation section for more details.
## Install MCP Server and Skill
1. Put the codeparse binary on your PATH (release asset or make compile → dist/codeparse).
2. codeparse install
## Tools
| Tool | Description |
| get_entry_points | Return the project entry points. |
| get_directory_tree | Return the directory tree. |
| get_file_symbol_tree | Return the symbol tree of one file. |
| get_symbol | Return one symbol's definition with dependent and dependency counts. |
| get_symbol_at_lines | Return the symbol that covers a line range in a file. |
| get_symbol_relations | Return dependents or dependencies for one symbol. |
| get_import_relations | Return dependents or dependencies for one module. |
| get_class_tree | Return the inheritance tree for a class. |
| search_symbols | Full Text Search symbol names. |
## Resources
| Resource | Description |
| skill://codeparse/SKILL.md | Guided exploration skill for navigating Python codebases. |
| stats://codeparse/sessions | Per-session markdown table of files with tool calls and a tokens-saved range. |
## Commands
| Command | Description |
| install | Register the MCP server in installed clients and write the skill. |
| uninstall | Remove the codeparse MCP server, skill, and indexes. |
| update | Replace the binary with the latest release (--version optional) and update the skill. |
| mcp | Start the MCP server. |
| reload | Drop the index and reprocess the workspace ad-hoc |
## Benchmark Evaluation
In-Progress
Ten questions found in eval/tasks.json are evaluated against the SQLMesh repo using a baseline agent and an agent with the CodeParse MCP server and skill.
| Model | Baseline Avg Tokens | CodeParse Avg Tokens | Token Reduction |
| Grok 4.7 High Fast | 185,371 | 119,572 | -35% |
| Opus 5.5 Medium | ... | ... | ... |
## Running the Evaluation
Cursor Default Model: grok 4.7
Claude Defualt Model: opus 5.5 medium
make eval-smoke cursor will run all 10 questions and evaluate.
make eval cursor will run all 10 questions on repeat (10 times) and evaluate.