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refactor: remove hardcoded paths, add README/LICENSE/pyproject.toml
- Replace VoxCore-specific fallback paths with generic defaults - Add SOURCE_DIR env var for configurable ctags scan directory - Add cross-platform ctags install hint - Add pyproject.toml with CLI entry point - Add comprehensive README with MCP config examples - MIT license Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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.gitignore

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__pycache__/
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*.pyc
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*.egg-info/
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dist/
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build/
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.cache/

LICENSE

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MIT License
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Copyright (c) 2025 VoxCore
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Permission is hereby granted, free of charge, to any person obtaining a copy
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of this software and associated documentation files (the "Software"), to deal
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in the Software without restriction, including without limitation the rights
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to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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copies of the Software, and to permit persons to whom the Software is
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furnished to do so, subject to the following conditions:
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The above copyright notice and this permission notice shall be included in all
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copies or substantial portions of the Software.
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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SOFTWARE.

README.md

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# Code Intelligence MCP Server
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Hybrid ctags + clangd code intelligence for C/C++ projects, exposed as an [MCP](https://modelcontextprotocol.io/) server. Gives AI coding assistants (Claude, Copilot, Gemini) instant symbol lookup and precision type information.
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## Architecture
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Two tiers of intelligence, automatically selected:
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| Tier | Backend | Speed | Tools |
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|------|---------|-------|-------|
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| **Tier 1** | Universal Ctags | Instant (~0.1s) | `find_definition`, `find_references`, `list_symbols`, `search_symbol`, `rebuild_index` |
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| **Tier 2** | clangd LSP | Slower (~1-5s) | `hover_info`, `class_hierarchy`, `call_hierarchy` |
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Tier 1 builds a JSON symbol index from ctags output and keeps it cached. Tier 2 launches clangd as a subprocess and communicates via LSP protocol. Both tiers are optional — the server works with just ctags, just clangd, or both.
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## Quick Start
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```bash
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# Install
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pip install -e .
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# Run (from your project root)
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code-intel
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# Or configure as an MCP server
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```
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### MCP Configuration
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Add to your MCP client config (Claude Code, Antigravity, etc.):
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```json
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{
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"mcpServers": {
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"codeintel": {
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"command": "python",
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"args": ["-m", "code_intel_server"],
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"cwd": "/path/to/your/project",
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"env": {
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"PROJECT_ROOT": "/path/to/your/project",
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"SOURCE_DIR": "src",
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"PYTHONUTF8": "1"
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}
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}
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}
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}
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```
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## Environment Variables
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| Variable | Default | Purpose |
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|----------|---------|---------|
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| `PROJECT_ROOT` | `.` (cwd) | Root of the C/C++ project |
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| `SOURCE_DIR` | `src` | Subdirectory containing source files (ctags scans here) |
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| `COMPILE_COMMANDS_DIR` | `./build` | Directory containing `compile_commands.json` (for clangd) |
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| `CLANGD_PATH` | `clangd` | Path to the clangd binary |
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| `CTAGS_PATH` | `ctags` | Path to the Universal Ctags binary |
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## Tools
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### Tier 1 (ctags — instant)
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- **`find_definition`** — Find where a symbol is defined. Supports qualified names (`MyNamespace::MyClass`), optional kind filter.
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- **`find_references`** — Find all references to a symbol across the codebase. Uses ctags scope/signature matching.
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- **`list_symbols`** — List all symbols in a specific file, optionally filtered by kind.
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- **`search_symbol`** — Fuzzy search for symbols by name pattern (substring or glob).
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- **`rebuild_index`** — Force a full ctags re-scan (normally auto-detects staleness).
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### Tier 2 (clangd — precision)
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- **`hover_info`** — Get full type information, documentation, and value for a symbol at a specific file:line location.
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- **`class_hierarchy`** — Show base classes and derived classes for a type.
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- **`call_hierarchy`** — Show what calls a function and what it calls.
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## Requirements
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- **Python 3.10+**
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- **[Universal Ctags](https://github.com/universal-ctags/ctags)** — for Tier 1 (install via package manager or from source)
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- **[clangd](https://clangd.llvm.org/)** — for Tier 2 (optional, usually bundled with LLVM/Clang)
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- **[FastMCP](https://github.com/jlowin/fastmcp)** — Python MCP framework
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## How It Works
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1. On first run, ctags scans `SOURCE_DIR/` recursively and builds a JSON symbol index
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2. The index is cached at `.cache/code_intel/tags.json` for instant restarts
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3. Staleness is auto-detected by comparing file mtimes against cache age
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4. clangd is launched on-demand when Tier 2 tools are called, using `compile_commands.json` for accurate type resolution
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5. All results are returned as structured JSON via MCP tool responses
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## Performance
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Tested on a 15,000-commit C++ project (~500K lines):
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- Index build: ~3 seconds (cached restart: instant)
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- Symbol lookup: <100ms
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- clangd hover: 1-5 seconds (depends on TU complexity)
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## License
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MIT

code_intel_server.py

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# Configuration
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# ---------------------------------------------------------------------------
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PROJECT_ROOT = os.environ.get("PROJECT_ROOT", "C:/Dev/RoleplayCore")
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PROJECT_ROOT = os.environ.get("PROJECT_ROOT", ".")
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COMPILE_COMMANDS_DIR = os.environ.get(
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"COMPILE_COMMANDS_DIR", "C:/Dev/RoleplayCore/out/build/x64-Debug"
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"COMPILE_COMMANDS_DIR", "./build"
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)
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CLANGD_PATH = os.environ.get("CLANGD_PATH", "C:/Program Files/LLVM/bin/clangd.exe")
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CLANGD_PATH = os.environ.get("CLANGD_PATH", "clangd")
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CTAGS_PATH = os.environ.get("CTAGS_PATH", "ctags")
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SOURCE_DIR = os.environ.get("SOURCE_DIR", "src")
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# ---------------------------------------------------------------------------
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# Globals
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annotations={"readOnlyHint": True},
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description=(
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"Find where a symbol is defined. Returns file, line, kind, scope, and signature. "
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"Use qualified names like 'Roleplay::LoadAllTables' for precision. "
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"Use qualified names like 'MyNamespace::MyClass' for precision. "
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"Optional kind filter: class, struct, function, member, enum, macro, etc."
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),
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)
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# --- Tier 1: ctags index ---
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ctags_available = True
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try:
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index = CtagsIndex(PROJECT_ROOT, ctags_path=CTAGS_PATH)
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index = CtagsIndex(PROJECT_ROOT, ctags_path=CTAGS_PATH, source_dir=SOURCE_DIR)
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count = index.build_or_load()
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print(f"[code-intel] Tier 1 ready: {count} symbols indexed", file=sys.stderr)
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except FileNotFoundError:
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print("[code-intel] WARNING: ctags not found — Tier 1 tools disabled", file=sys.stderr)
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print("[code-intel] Install: winget install UniversalCtags.Ctags", file=sys.stderr)
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print("[code-intel] Install: https://github.com/universal-ctags/ctags", file=sys.stderr)
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ctags_available = False
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index = None
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except Exception as e:

ctags_index.py

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class CtagsIndex:
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"""In-memory symbol index built from Universal Ctags JSON output."""
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def __init__(self, project_root: str, ctags_path: str = "ctags"):
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def __init__(self, project_root: str, ctags_path: str = "ctags", source_dir: str = "src"):
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self.project_root = Path(project_root)
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self.ctags_path = ctags_path
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self.source_dir = source_dir
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self.symbols: list[Symbol] = []
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# Indexes
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"""
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import tempfile
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src_dir = self.project_root / "src"
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src_dir = self.project_root / self.source_dir
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if not src_dir.is_dir():
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print(f"[code-intel] ERROR: src/ directory not found at {src_dir}", file=sys.stderr)
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print(f"[code-intel] ERROR: {self.source_dir}/ directory not found at {src_dir}", file=sys.stderr)
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return []
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# Use a temp file because Windows ctags -R doesn't output to stdout reliably
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kind = KIND_MAP.get(kind_letter, kind_letter)
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file_path = entry.get("path", "")
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# Normalize: ctags runs from src/, so paths are like ./server/game/...
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# Convert to src/server/game/... for consistency
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# Normalize: ctags runs from source_dir, so paths are like ./server/game/...
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# Convert to <source_dir>/server/game/... for consistency
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if file_path.startswith("./"):
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file_path = "src/" + file_path[2:]
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elif not file_path.startswith("src/"):
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file_path = "src/" + file_path
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file_path = self.source_dir + "/" + file_path[2:]
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elif not file_path.startswith(self.source_dir + "/"):
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file_path = self.source_dir + "/" + file_path
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file_path = file_path.replace("\\", "/")
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line = entry.get("line", 0)
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signature = entry.get("signature", "")
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self._stale_cache_time = now
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return True
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src_dir = self.project_root / "src"
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src_dir = self.project_root / self.source_dir
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if not src_dir.exists():
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self._stale_cache_result = True
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self._stale_cache_time = now

pyproject.toml

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[build-system]
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requires = ["setuptools>=68.0"]
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build-backend = "setuptools.build_meta"
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[project]
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name = "code-intel-mcp"
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version = "1.0.0"
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description = "Hybrid ctags + clangd code intelligence MCP server for C/C++ projects"
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readme = "README.md"
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license = {text = "MIT"}
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requires-python = ">=3.10"
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dependencies = [
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"fastmcp>=2.0.0",
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]
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[project.scripts]
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code-intel = "code_intel_server:main"
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[project.urls]
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Homepage = "https://github.com/VoxCore84/code-intel"
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Issues = "https://github.com/VoxCore84/code-intel/issues"

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