mcp-cpp-project-indexer

Efficient, SQL-backed C++ project indexer designed for large codebases with low memory footprint.

GitHub

mcp-cpp-project-indexer

mcp-cpp-project-indexer is a deterministic C++ source-range indexer for large, module-heavy projects and MCP-based AI code navigation.

It is not a compiler, LSP replacement, refactoring engine, semantic analyzer, or call-graph builder.

Its job is simple:

Find code. Read code. Do not guess code.

The indexer maps C++ symbols, files, and C++20 modules to exact source ranges so an AI can read only the code it needs.

Contents

  • Production Scale & Performance
  • TUI Control Center
  • Development Backstory
  • Why This Tool?
  • Before / After
  • How It Works
  • Core Workflow
  • What It Does
  • Build And Update
  • Project Discovery Config
  • Control Center
  • Start The MCP Server
  • Client Configuration
  • Possible Workflow Setups
  • Command Line Reference
  • Tool Overview
  • Recommended AI Usage Rules
  • Example Workflows
  • Design Rules
  • Smoke Tests
  • Maintenance Checklist

🚀 Production Scale & Performance

This project is used on real C++ codebases, not only toy examples. Two recent scale runs show the intended range:

ProjectFilesSource linesLexer tokensSymbolsData declarationsC++20 modulesFull build
Anonymized commercial C++20 project7,046979,6584,682,88297,92436,5513,75419.5s
Chromium checkout137,62230,792,607137,365,3992,327,255818,1880~24m 32s

These numbers are machine-dependent. The Chromium run used --jobs 60 on a high-core workstation with an Intel Xeon Silver 4316 system, 128 GB RAM, and enterprise NVMe SSD storage. It is a useful public stress test because it exercises a very large classic include-based C++ codebase, while the anonymized commercial project exercises dense C++20 module and partition metadata. The Chromium run also validated the data/member indexer at scale: after fixing nested-template >> depth handling, the public stress test surfaced 46,529additional data declarations and 66,866 additional data-name aliases.

The SQLite-backed lookup index keeps server startup practical even at Chromium scale: the MCP server can start immediately and stay around 200 MB RAM after startup instead of loading millions of symbol/data/name entries into Python objects.

It is designed for workflows that combine the Codex desktop app or other MCP clients with Visual Studio navigation and, when needed, binary/decompiler evidence from tools such as IDA Pro.

In one measured workflow, exact source-range routing reduced source text read from roughly 2,000 lines to 283 lines, an 86% reduction.

TUI Control Center

For daily use, the indexer includes an optional mouse-capable TUI. It turns the project index into a small local control center:

  • start the HTTP MCP server and watcher from one place
  • run full builds, incremental updates, fast updates, and module-map rebuilds
  • watch live server, watcher, lock, process, token, and index stats
  • inspect build/update logs without switching tools
  • toggle diagnostic file sections for deeper parser evidence when needed

TUI control center

Install the optional UI dependency and start the control center with explicit project/index paths:

pip install -r \requirements-ui.txt

python \indexer_tui.py --root <project-root> --index-root .mcp-cpp-project-indexer --jobs 20 --http-url http://127.0.0.1:8765

The UI is optional; the core indexer remains dependency-light and can still be driven entirely from scripts or MCP clients. For setup and keyboard shortcuts, see Control Center.

🤖 Development Backstory

This project was shaped through a multi-model AI-assisted development workflow involving ChatGPT, Gemini, and DeepSeek. The goal was not to let one model blindly invent a broad tool, but to use multiple models and real production feedback to argue about scope, constraints, and workflow friction.

  1. Architecture and scope debateChatGPT and Gemini were used to debate the boundary of the tool: what it should do, what it should avoid, and why it should stay a lightweight routing index instead of becoming a compiler or clangd replacement.
  2. Incremental implementationThe codebase was implemented incrementally with an AI coding agent, with each functional change tested against real C++20 module-heavy projects.
  3. Workflow structure analysis and reviewDeepSeek was used as a dedicated workflow-analysis partner during production use inside a 7,000-file codebase. It evaluated tool-call sequences, parameter choices, output size, ranking quality, navigation friction, and context hygiene, then fed back concrete changes to reduce calls and improve token efficiency.
  4. Iterative refinementFeedback from those sessions drove focused improvements: compact outputs, symbol/file/container filters, change hunk routing, watcher reloads, around-line reads, and tighter prompt rules.

The result is a tool built with AI for AI-assisted code navigation, optimized around one strict principle: keep the indexer honest and small, and let the AI reason only from source ranges it explicitly reads.

💡 Why This Tool?

Large C++ projects are expensive to feed into an AI model when entire files are loaded just to find one function, class, import, or declaration. C++20 modules make this harder: many IDE/LSP-style tools still struggle with large module graphs, partitions, generated SDK headers, and build-specific configuration.

This indexer solves a narrower but very practical problem: it gives the AI a small, deterministic routing map. The AI can locate the relevant symbol, module, file, or changed hunk first, then read only the exact original source lines needed for the task.

Example from a real bug-finding workflow:

Whole file context:     ~2000 source lines
On-demand source reads:  ~283 source lines
--------------------------------------------
Reduction:               ~86% less source text

📊 Before / After

Standard AI code navigationWith mcp-cpp-project-indexer
❌ AI reads whole files to find a symbol✅ AI asks for compact metadata, then reads the exact source range
❌ Context fills with unrelated declarations and implementations✅ Context stays focused on the lines that matter
❌ C++20 module consumers/imports are hard to route through✅ Module imports, re-exports, partitions, and consumers are exposed directly
❌ Reviews start by scanning changed files manually✅ Change hunks are mapped to indexed symbol/data ranges
❌ Tooling may imply semantic certainty it does not have✅ The indexer only returns routing facts and original source ranges

The result is lower token usage, lower latency, less context drift, and more source-grounded analysis.

How It Works

The indexer deliberately avoids pretending to be a compiler.

  1. Fast token/structure scanSource files are scanned with a lightweight Python lexer and structural parser. The output is a deterministic table of contents: files, symbols, data declarations, lexical #include directives, source ranges, diagnostics, and module facts.
  2. C++20 module mapModule interfaces, partitions, imports, export-imports, and consumers are indexed so the AI can route through module-heavy code without asking an LSP to solve the whole build.
  3. Incremental update and watcherThe updater tracks content hashes and rewrites only changed index data where possible. The optional watcher can keep the MCP server cache fresh while you work in Visual Studio.
  4. MCP tools with compact output controlsTools expose exact routing metadata first. The AI escalates only when needed: compact symbol lookup, file/module/change overview, exact read_symbol orread_range, then deeper recursive source reads.

The indexer is only the table of contents. The AI performs recursive exploration and code review from the original source lines it explicitly reads.

Core Workflow

Instead of this:

Read Renderer.cpp completely: ~2000 lines

use this:

find_symbol("Renderer::Paint")
read_symbol(symbolId)
inspect visible calls
read only relevant project callees

For changed-code review:

list_changed_files
get_file_change_hunks(includeIndexedRangeSummary:true, includeSource:false)
get_file_change_hunks(symbolId/dataId, includeSource:true)
read_symbol/read_range only when current source behavior is needed

What it does

The scanner extracts routing facts from C++ source files:

  • files and stable file IDs
  • C++20 modules and partitions
  • lexical #include directives
  • imports and exports
  • namespaces
  • classes / structs / enums
  • functions / methods
  • constructors / destructors / operators
  • declarations and inline definitions
  • exact startLine / endLine
  • diagnostics for structurally suspicious files

It is stream/token based, not regex based.

What it does not do

Intentionally not included:

  • no call graph
  • no find_references
  • no type resolution
  • no template-instantiation resolution
  • no compiler-accurate overload resolution
  • no macro expansion
  • no semantic summaries
  • no bug analysis
  • no analyze_symbol(symbolId)

The AI should read source ranges and reason from the original code.

Output layout

Default output directory:

<project-root>/.mcp-cpp-project-indexer/

Generated files:

.mcp-cpp-project-indexer/
  manifest.json
  files/
    f_<pathHash>.json
  index.sqlite
  modules.json
  diagnostics.json
  update_state.json      # written by build/update; used for fast incremental updates
  module_map.json        # generated by build_module_map.py
  .watch_update_summary.json  # temporary watcher/update summary
  .update.lock           # process lock for index writers
  .watcher.lock          # process lock for one active watcher

Global symbol and data routing indexes are stored in index.sqlite. The per-file JSON indexes remain the source of truth for exact source ranges and incremental rebuilds.

Optional JSONL export:

python \export_index_jsonl.py --index-root .mcp-cpp-project-indexer --kind symbols --output symbols.jsonl python \export_index_jsonl.py --index-root .mcp-cpp-project-indexer --kind data --output data.jsonl

Scanner diagnostic file-index fields are emitted only with--emit-diagnostics or --emit-diagnostic-file-indexes:

scopeIntervals
structuralEvents
functionBodyRanges

Index one file

From any directory:

python \build_file_index.py --file <project-root>\path\to\file.ixx --project-root ` --output .mcp-cpp-project-indexer\diagnostic_file.json

With scanner diagnostic data:

python \build_file_index.py --file <project-root>\path\to\file.ixx --project-root --output <project-root>\.mcp-cpp-project-indexer\diagnostic_file.json --emit-diagnostics

If --project-root is omitted, the file's parent directory is used.

Build a project index

Recommended usage from the C++ project root:

cd python \build_project_index.py

This writes to:


Explicit form:

python <indexer-root>\build_project_index.py `
  --root <project-root> `
  --output-root <project-root>\.mcp-cpp-project-indexer

Example summary:

Built cpp.project_index.v1 Root: Output: /.mcp-cpp-project-indexer Files: 7076 Symbols: 97583 Names: 95674 Modules: 3774 Diagnostics: 7 Total code lines: 1750000 Total tokens: 14200000 SQLite index: /.mcp-cpp-project-indexer/index.sqlite


`Total tokens` is the indexer's lexer token count over the indexed source after comment blanking. It is a project-size metric, not an LLM billing-token count.

When the project root is inside a Git worktree and `git` is available, file discovery respects Git ignore rules by filtering candidates through`git check-ignore --stdin`. This excludes paths matched by `.gitignore`,`.git/info/exclude`, or the user's global Git ignore file. Non-Git projects, or systems without Git, fall back to the built-in excluded directory list. Dot-directories such as `.git`, `.vs`, `.cache`, `.idea`, or `.folder` are excluded by default.

### Project discovery config

For large projects with mixed source layouts, place `indexer_config.json` in the project root or in any subdirectory. Config files are applied while walking the tree: the root config becomes the base, and subdirectory configs can override or extend it for that subtree.

Example:

{
  "addExtensions": [".mm"],
  "addExcludeDirs": ["generated", "third_party"],
  "includeExtensionlessHeaders": true,
  "useGitIgnore": false
}

Supported fields:

{
  "extensions": [".cpp", ".cc", ".h"],
  "addExtensions": [".mm"],
  "removeExtensions": [".c"],
  "excludeDirs": ["out", "build"],
  "addExcludeDirs": ["generated"],
  "removeExcludeDirs": ["third_party"],
  "includeExtensionlessHeaders": true,
  "useGitIgnore": false
}

`extensions` and `excludeDirs` replace the inherited values for that subtree.`add*` and `remove*` fields modify the inherited values. Extensionless header discovery is conservative and opt-in; it only accepts extensionless files whose first lines look like C/C++ headers.`useGitIgnore:false` disables the final `git check-ignore --stdin` pass for very large repositories where Git ignore filtering is more expensive than an explicit indexer config.

## Incremental update

After a full index build, changed files can be detected and re-indexed incrementally.

Dry-run:

python <indexer-root>\update_project_index.py `
  --root <project-root> `
  --index-root <project-root>\.mcp-cpp-project-indexer `
  --dry-run

Fast update for already-indexed files:

python <indexer-root>\update_project_index.py `
  --root <project-root> `
  --index-root <project-root>\.mcp-cpp-project-indexer `
  --known-files-only

Watcher-style update for a known changed file:

python <indexer-root>\update_project_index.py `
  --root <project-root> `
  --index-root <project-root>\.mcp-cpp-project-indexer `
  --known-files-only `
  --changed-file path\to\changed.cpp

`--known-files-only` skips full discovery of new files. This is ideal for save/watch loops.`--changed-file` can be repeated and lets a watcher avoid hashing unchanged files.

Index writes are protected by an exclusive `.update.lock` file in the index root. This prevents full builds, incremental updates, and module-map rebuilds from writing the same index files at the same time.

---

## Watch the project index

The standalone watcher polls source files, debounces changes, runs the incremental updater, and optionally rebuilds `module_map.json`.

python <indexer-root>\watch_project_index.py `
  --root <project-root> `
  --index-root <project-root>\.mcp-cpp-project-indexer `
  --jobs 20

For pure file modifications, the watcher calls:

update_project_index.py --known-files-only --changed-file 


This hashes only the changed candidate file. If the content hash did not change, the watcher skips module-map rebuild and MCP cache reload work.

Only one watcher should own an index root. The watcher uses `.watcher.lock` and exits if another watcher is already active for the same index.

Diagnostics are non-fatal. They indicate best-effort structural warnings for individual files.

Print diagnostics summary:

python -c "import json; from collections import Counter; d=json.load(open(r'<project-root>\.mcp-cpp-project-indexer\diagnostics.json',encoding='utf-8')); print(len(d)); print(Counter(x.get('code') for x in d)); [print(x['relativePath'], x['code'], x['message'], x.get('range')) for x in d]"

---

## Build the module map

After building the project index:

python <indexer-root>\build_module_map.py `
  --index-root <project-root>\.mcp-cpp-project-indexer

Output:

/.mcp-cpp-project-indexer/module_map.json


The module map contains:

* module names
* primary modules and partitions
* files defining each module
* imports
* importedBy
* a module tree
* unresolved imports

It is metadata only. It does not analyze implementation behavior.

---

## Control Center

The core indexer has no third-party runtime dependencies. For day-to-day operation there are two optional terminal control surfaces:

* `indexer_tui.py`: a polished mouse-capable Textual UI
* `indexer_control.py`: a dependency-free command-line fallback

Install the optional UI dependency:

Start the Textual UI:

The Textual UI provides a real terminal interface with buttons, mouse support, status cards, live HTTP `/status` polling, activity logs, and process control for build/update/watch/server actions.

Mouse input depends on the terminal emulator. On Windows, use Windows Terminal or another modern terminal that forwards mouse events to terminal applications. Keyboard shortcuts work everywhere Textual can run.

UI settings are saved under `<indexer-root>/.ui-settings/` on exit and when diagnostic file sections are toggled. Each settings file is keyed by project name plus a path hash, so UI preferences do not write into the project root or generated index directory. Stored preferences include the HTTP URL, jobs value, diagnostic-section toggle, active Textual theme, and project/index paths.

Fallback control center:

python <indexer-root>\indexer_control.py `
  --root <project-root> `
  --index-root <project-root>\.mcp-cpp-project-indexer `
  --jobs 20 `
  --http-url http://127.0.0.1:8765

Common keys:

B full build U incremental update F fast known-files update M rebuild module map H start HTTP server with watcher W start standalone watcher S toggle diagnostic file sections for launched commands X stop the currently running command R refresh Q quit


When the HTTP server is running, both control centers poll `/status` for live server, watcher, lock, and index stats. If the HTTP server is not reachable, they fall back to reading `manifest.json` and `module_map.json` from disk.

---

## Dump the module tree

Text tree:

python <indexer-root>\dump_module_tree.py `
  --index-root <project-root>\.mcp-cpp-project-indexer

Write to file:

python <indexer-root>\dump_module_tree.py `
  --index-root <project-root>\.mcp-cpp-project-indexer `
  --output <project-root>\.mcp-cpp-project-indexer\module-tree.txt

Import tree for one module:

python <indexer-root>\dump_module_tree.py `
  --index-root <project-root>\.mcp-cpp-project-indexer `
  --imports Example.Module:Partition `
  --max-depth 5

---

## Start the MCP server

The server reads an existing index. It does not rebuild the index.

python <indexer-root>\code_index_mcp_server.py `
  --project-root <project-root> `
  --index-root <project-root>\.mcp-cpp-project-indexer

The server is read-only and exposes locator/read tools over MCP stdio.

To let the server keep its in-memory cache current during editing, start it with the built-in watcher:

python <indexer-root>\code_index_mcp_server.py `
  --project-root <project-root> `
  --index-root <project-root>\.mcp-cpp-project-indexer `
  --watch-index `
  --watch-jobs 20

The server watcher writes all progress to stderr so stdout remains valid MCP JSON-RPC. After a real index change, it reloads the server cache automatically. If a save only changes mtime and the content hash is unchanged, it skips module map rebuild and cache reload.

If another watcher already owns the same index root, the MCP server continues read-only and does not start its own watcher. This avoids concurrent writer processes when multiple MCP clients start separate stdio server instances.

### Shared HTTP transport

For setups where multiple MCP clients would otherwise start separate stdio server processes, the server can also expose the same JSON-RPC MCP surface over HTTP:

python <indexer-root>\code_index_mcp_server.py `
  --project-root <project-root> `
  --index-root <project-root>\.mcp-cpp-project-indexer `
  --transport http `
  --http-host 127.0.0.1 `
  --http-port 8765 `
  --watch-index `
  --watch-jobs 20

The HTTP endpoint is:

POST http://127.0.0.1:8765/mcp


Status endpoints:

GET http://127.0.0.1:8765/health GET http://127.0.0.1:8765/status


This keeps one long-running server process, one in-memory index cache, and one watcher for the index root. Clients that only support stdio still need a stdio configuration or a small client-side bridge to this HTTP endpoint.

---

## LM Studio MCP configuration

Example `mcp.json`:

{
  "mcpServers": {
    "mcp-cpp-project-indexer": {
      "command": "python",
      "args": [
        "<indexer-root>\\code_index_mcp_server.py",
        "--project-root",
        "<project-root>",
        "--index-root",
        "<project-root>\\.mcp-cpp-project-indexer"
      ]
    }
  }
}

After rebuilding the index or module map, restart the MCP server / LM Studio.

---

## Codex configuration

For Codex, configure this repository as an MCP stdio server and put the agent rules where Codex will load them as project instructions.

Example MCP server entry:

[mcp_servers.mcp-cpp-project-indexer]
command = "python"

args = [
  "<indexer-root>\\code_index_mcp_server.py",
  "--project-root",
  "<project-root>",
  "--index-root",
  "<project-root>\\.mcp-cpp-project-indexer",
]

The prompt rules from prompt\_template.md should be copied into an `AGENTS.md` file in the project root that Codex opens, for example:

\AGENTS.md


Codex reads `AGENTS.md` as repository/project instructions for the current working tree. If you usually start Codex from a parent workspace instead of the C++ project root, put the file in that workspace root or open Codex directly in the C++ project root so the instructions are in scope.

Keep the MCP server configuration and the prompt rules separate:

* MCP config starts the tool server and points it at the generated index.
* `AGENTS.md` tells the agent how to use the tools safely and compactly.

After changing the MCP server configuration or rebuilding the index, restart the MCP server / Codex session so the updated tool schema is visible.

---

## Claude setup

Claude Code and Claude Desktop use MCP slightly differently, so keep the setup split by client.

### Claude Code

For Claude Code, put the MCP server configuration in a project-scoped `.mcp.json`file at the project root if the setup should travel with the repository:

{
  "mcpServers": {
    "mcp-cpp-project-indexer": {
      "type": "stdio",
      "command": "python",
      "args": [
        "<indexer-root>\\code_index_mcp_server.py",
        "--project-root",
        "<project-root>",
        "--index-root",
        "<project-root>\\.mcp-cpp-project-indexer"
      ],
      "env": {}
    }
  }
}

Equivalent CLI setup:

claude mcp add mcp-cpp-project-indexer --scope project -- `
  python <indexer-root>\code_index_mcp_server.py `
  --project-root <project-root> `
  --index-root <project-root>\.mcp-cpp-project-indexer

Copy the rules from prompt\_template.md into Claude Code's project memory file:

\CLAUDE.md


Claude Code also supports `.claude/CLAUDE.md`; use that path if you prefer to keep Claude-specific files under `.claude/`. The important part is that the file is in the project root that Claude Code opens, otherwise the tool-use rules may not be loaded.

### Claude Desktop

Claude Desktop uses its application MCP configuration file. On Windows this is usually:

%APPDATA%\Claude\claude_desktop_config.json


Add the server under `mcpServers`:

Claude Desktop does not automatically read repository instruction files like`CLAUDE.md` for arbitrary chats. Paste the relevant rules from prompt\_template.md into the project/chat instructions you use with Claude Desktop, or use Claude Code when you need repository-scoped persistent instructions.

After changing `.mcp.json`, `claude_desktop_config.json`, or rebuilding the index, restart the Claude client so the updated tool schema is visible.

---

## Possible workflow setups

### Source-grounded bug finding

A practical review workflow is to use `mcp-cpp-project-indexer` as the primary navigation layer and let the AI reason only from exact source ranges it has read.

Typical flow:

  1. User asks: Review module X, file X, or function X for bugs.

  2. AI uses mcp-cpp-project-indexer: find module/file/symbol read exact source ranges follow only relevant project-local calls avoid whole-file reads unless needed

  3. AI reports findings: file path line range source-grounded explanation uncertainty where more context is needed

  4. AI uses Visual Studio MCP only after analysis: open the file navigate to the exact finding location


This keeps the model context clean. The indexer handles routing and token reduction; the AI performs the analysis from original source lines; Visual Studio is used as the developer-facing editor handoff.

### Tool priority with Visual Studio MCP

In C++20 module-heavy projects, Visual Studio/IntelliSense/clangd-style tooling may fail to resolve module symbols reliably enough for AI navigation.

Recommended role split:

mcp-cpp-project-indexer Primary navigation layer. Use for symbols, files, modules, source ranges, imports, imported-by metadata.

Visual Studio MCP Editor and project-state layer. Use for opening files, jumping to locations, looking at build/output/editor state. Do not use as the primary C++20 module symbol resolver.

IDAPro MCP Binary/decompiler layer. Use only when source evidence is insufficient, or for ABI, crash, reverse engineering, decompiled code, imports/exports, or binary-behavior questions.


Prompt rule:

Use mcp-cpp-project-indexer first for C++ source navigation. Use Visual Studio MCP only when IDE/editor/build state is needed. Use IDAPro MCP only when the question requires binary or decompiler evidence.


### Source plus binary evidence for undocumented APIs

For code that interacts with undocumented Windows components, source evidence may not be enough. A useful setup is to keep the relevant DLL loaded in IDAPro and let the AI inspect decompiled/disassembled code only when source-level evidence leaves behavior unclear.

Example scenario:

Project code uses wrappers around undocumented DirectUI behavior. IDAPro has dui70.dll loaded.

  1. AI uses mcp-cpp-project-indexer first: find the project wrapper/function read the exact source range follow only relevant local calls

  2. If behavior is still unclear: use IDAPro MCP to inspect the corresponding function, import, export, vtable target, or decompiled implementation in dui70.dll

  3. AI combines evidence: source callsite and wrapper behavior binary/decompiler evidence from the undocumented implementation final finding with source line ranges and binary evidence notes

  4. AI uses Visual Studio MCP only for handoff: open the project source file navigate to the line that should be reviewed or changed


This keeps reverse-engineering work targeted. The AI does not browse the binary blindly; it enters IDAPro with a source-grounded question. That reduces irrelevant context, lowers token usage, and helps the model keep the source/binary reasoning chain intact.

### Why this setup works

The expensive part of AI code review is often not reasoning; it is locating the small amount of source that actually matters. The indexer reduces the navigation problem to compact metadata and exact source ranges. Other tools can then stay focused on what they are good at: IDE interaction, build state, or binary facts.

---

## Command line reference

### `build_file_index.py`

Build one per-file index JSON.

--file PATH C++ source/module file to index. Required. --project-root PATH Root used for normalized relative paths. --output PATH Output JSON path. --output-root PATH Directory used when --output is omitted. --case-insensitive-paths / --no-case-insensitive-paths Case-fold relative paths before hashing. Default: true. --blank-comments / --no-blank-comments Blank comments before scanning while preserving lines. --emit-diagnostics / --no-emit-diagnostics Include scanner diagnostic data. --print-summary-json Print summary JSON.


### `build_project_index.py`

Build the full project index.

--root PATH Project/source root. Default: current directory. --output-root PATH Index output root. Default: /.mcp-cpp-project-indexer. --extensions EXT [EXT ...] Source extensions, e.g. .cpp .cc .mm .h .ixx or cpp,h,ixx. --include-extensionless-headers / --no-include-extensionless-headers Also discover extensionless files that look like C/C++ headers. Uses a conservative first-lines heuristic. Default: false. --git-ignore / --no-git-ignore Filter discovered files through git check-ignore when available. Default: true. --exclude-dir NAME Extra excluded directory name. Repeatable or comma-separated. --case-insensitive-paths / --no-case-insensitive-paths Case-fold relative paths before hashing. Default: true. --blank-comments / --no-blank-comments Blank comments before scanning. Default: true. --emit-diagnostic-file-indexes / --no-emit-diagnostic-file-indexes Include scanner diagnostic fields in files/.json. Compatibility alias: --emit-debug-file-indexes. Default: false. --print-summary-json Print summary JSON. --list-defaults Print default extensions and excluded directories. --jobs N Worker processes. 1 = sequential, 0 = conservative auto. --progress / --no-progress Show progress on stderr. Default: true.


### `update_project_index.py`

Incrementally update an existing project index.

--root PATH Project/source root. Default: current directory. --index-root PATH Index root. Default: /.mcp-cpp-project-indexer. --extensions EXT [EXT ...] Source extensions for discovery. --include-extensionless-headers / --no-include-extensionless-headers Also discover extensionless files that look like C/C++ headers. Uses a conservative first-lines heuristic. Default: false. --git-ignore / --no-git-ignore Filter discovered files through git check-ignore when available. Default: true. --exclude-dir NAME Extra excluded directory name. Repeatable or comma-separated. --case-insensitive-paths / --no-case-insensitive-paths Case-fold relative path keys. Default: true. --blank-comments / --no-blank-comments Blank comments before scanning changed files. Default: true. --emit-diagnostic-file-indexes / --no-emit-diagnostic-file-indexes Include scanner diagnostic fields in updated file indexes. Compatibility alias: --emit-debug-file-indexes. Default: false. --dry-run Show added/modified/deleted files without writing. --jobs N Worker processes for added/modified files. --force Reindex all current files. --known-files-only Only consider files already present in manifest.json. --changed-file PATH Known changed file. Repeatable. Used by watchers to avoid hashing unchanged files. --progress / --no-progress Show progress on stderr. Default: true. --print-summary-json Print summary JSON. --summary-json-file PATH Write summary JSON while keeping normal console output.


### `watch_project_index.py`

Poll source files and run incremental updates after changes settle.

--root PATH Project/source root. Default: current directory. --index-root PATH Index root. Default: /.mcp-cpp-project-indexer. --indexer-root PATH Directory containing the indexer scripts. --extensions EXT [EXT ...] Source extensions for snapshot scanning. --include-extensionless-headers / --no-include-extensionless-headers Also discover extensionless files that look like C/C++ headers. Uses a conservative first-lines heuristic. Default: false. --git-ignore / --no-git-ignore Filter discovered files through git check-ignore when available. Default: true. --exclude-dir NAME Extra excluded directory name. Repeatable or comma-separated. --case-insensitive-paths / --no-case-insensitive-paths Case-fold relative path keys. Default: true. --jobs N Worker process count for update actions. --poll-interval SECONDS Poll interval. Default: 1.0. --debounce SECONDS Wait for changes to settle. Default: 1.5. --module-map / --no-module-map Rebuild module_map.json after real index changes. Default: true. --emit-diagnostic-file-indexes / --no-emit-diagnostic-file-indexes Pass diagnostic emission to watcher-triggered updates. Compatibility alias: --emit-debug-file-indexes. Default: false.


### `build_module_map.py`

Build module relationship metadata from the project index.

--index-root PATH Project index root. Default: ./.mcp-cpp-project-indexer. --output PATH Output JSON path. Default: /module_map.json. --print-summary-json Print compact summary JSON.


### `dump_module_tree.py`

Dump readable module tree/import views.

--index-root PATH Project index root. Default: ./.mcp-cpp-project-indexer. --imports MODULE Dump import tree for one C++20 module name. --max-depth N Maximum tree depth. For --imports, default is 4. --max-files N Maximum file paths per module leaf. Default: 1. --output PATH Optional output text file.


### `code_index_mcp_server.py`

Run the MCP stdio server.

--project-root PATH Project root used for read_range/read_symbol. --index-root PATH Directory containing the generated index. --watch-index / --no-watch-index Start server-managed background watcher. Default: false. --watch-poll-interval SECONDS Watcher poll interval. Default: 1.0. --watch-debounce SECONDS Watcher debounce delay. Default: 1.5. --watch-jobs N Worker process count for watcher update actions. --watch-module-map / --no-watch-module-map Rebuild module_map.json after watcher updates. Default: true. --watch-emit-diagnostic-file-indexes / --no-watch-emit-diagnostic-file-indexes Pass diagnostic emission to server watcher updates. Compatibility alias: --watch-emit-debug-file-indexes. Default: false. --watch-include-extensionless-headers / --no-watch-include-extensionless-headers Let the server watcher discover extensionless files that look like C/C++ headers. Default: false. --watch-git-ignore / --no-watch-git-ignore Filter watcher discovery through git check-ignore when available. Default: true. --transport stdio|http Transport mode. Default: stdio. --http-host HOST HTTP bind host for --transport http. Default: 127.0.0.1. --http-port PORT HTTP bind port for --transport http. Default: 8765.


### `indexer_control.py`

Terminal control center for build/update/watch/server workflows.

--root PATH C++ project root. Default: current directory. --index-root PATH Index root. Default: /.mcp-cpp-project-indexer. --indexer-root PATH Directory containing indexer scripts. --jobs N Worker process count for launched commands. --http-url URL HTTP server base URL for live status. Default: http://127.0.0.1:8765. --emit-diagnostic-file-indexes / --no-emit-diagnostic-file-indexes Initial diagnostic file section setting.


### `indexer_tui.py`

Optional Textual terminal UI with mouse support and live status panels. Requires`pip install -r requirements-ui.txt`.

indexer_menu.py

Legacy interactive menu and non-interactive command wrapper. Preferindexer_control.py for normal operation.

--root PATH                    C++ project root. Default: current directory.
--index-root PATH              Index root. Default: <root>/.mcp-cpp-project-indexer.
--indexer-root PATH            Directory containing the indexer scripts.
--jobs N                       Worker process count for build/update actions.
--emit-diagnostic-file-indexes / --no-emit-diagnostic-file-indexes
                               Initial menu switch state for scanner diagnostic file sections.
                               Compatibility alias: --emit-debug-file-indexes.
                               Default: false.
--action NAME                  Run one action without the menu.

Supported --action values:

build-index
build-module-map
build-all
update-dry-run
update-known-dry-run
update-index
update-known
update-all
update-known-all
watch
summary
diagnostics
dump-module-tree
lmstudio-config
server
server-watch
server-http-watch

Tool overview

Project summary

get_project_summary

The server exposes an index stateFingerprint: a cheap server-side fingerprint over the current index artifacts (manifest.json, index.sqlite, module/diagnostic/update files). It changes when the loaded index state changes, so relay/orchestrator layers can mark older tool evidence as stale after a rebuild, update, or cache reload.

Every MCP tool result carries the fingerprint in result _meta:

{ "_meta": { "stateFingerprint": "..." } }

The same value is also exposed by get_project_summary.stateFingerprint and the HTTP status endpoint under index.stateFingerprint.

Change tracking tools

These tools are exposed only when git.exe is available and project-root is inside a worktree. They are read-only and do not expose a generic command runner.

list_changed_files
list_recent_revisions
get_revision_summary
get_file_change_hunks

Use them for current changes, recent revisions, hunk inspection, review of modified files, and commit-message suggestions.

When the user says they fixed, changed, saved, updated, committed, or wants current work reviewed, the agent should check these tools before normal source navigation. In watcher setups, the index may already be current, and the change tools provide the cheapest route to the affected file/symbol ranges.

get_file_change_hunks can include indexedRanges, which are intersections between changed hunk line ranges and indexed symbol/data ranges. These are routing hints only. Read the relevant source with read_symbol or read_rangebefore making implementation claims.

For low-token review routing, call get_file_change_hunks withincludeIndexedRangeSummary:true, includeIndexedRanges:false, andincludeSource:false. The returned summaryByIndexedRange groups changed hunks by affected indexed symbol/data range without repeating every per-hunk intersection.

After selecting an affected range, pass symbolId or dataId back toget_file_change_hunks to return only hunks intersecting that symbol/data range. This is still line-range filtering, not semantic analysis.

Symbol and source tools

find_symbol(query)
find_declaration(query)
find_symbols_glob(pattern)
read_symbol(symbolId)
read_range(file, startLine, endLine)
read_range(file, line, beforeLines, afterLines)
get_nearest_symbol_for_line(file, line)
list_file_symbols(file)

get_nearest_symbol_for_line maps a file/line from diagnostics, hunks, build output, Visual Studio, or IDA notes to containing or nearest indexed symbol/data ranges. It is metadata-only; read the selected source range before making behavior claims.

read_symbol accepts optional startOffset/endOffset or absolutestartLine/endLine to read only a slice of a large symbol body.

read_range accepts either explicit startLine/endLine or a compact around-line form with line, beforeLines, and afterLines. The around-line form is intended for diagnostics, hunks, search matches, Visual Studio handoff, and IDA notes where the caller has one relevant source line.

find_symbol searches symbol metadata only:

  • exact shortName
  • exact qualifiedName / aliases
  • fallback substring over shortName, qualifiedName, and signature

Optional routing controls:

  • compact: return only compact routing fields
  • responseFormat: pretty or minified JSON for metadata responses
  • omitNulls: omit null fields from metadata responses
  • omitEmpty: omit empty arrays/objects from metadata responses
  • symbolTypes: filter by indexed symbol kind, e.g. method, function, type_alias
  • container: filter to symbols contained by a class/struct/namespace name or suffix
  • file: filter to one fileId or project-relative path
  • filePattern: filter by project-relative path glob
  • exactOnly: return only exact short-name or qualified-name matches, including case-insensitive exact matches
  • hideNamespaces: hide namespace reopening symbols from navigation results

Use container only for the actual lexical/index container where the symbol is declared. Do not use a class container for helper free functions just because that class calls them. If a find_symbol query with container returns no result, retry the exact symbol name without container before falling back tosearch_source.

Each returned item includes matchKind to describe why it matched. Strong matches such as exact_qualified_name and exact_short_name are usually best for routing. Substring, signature, and metadata matches are weaker candidates that should be disambiguated before reading source.

Do not combine file and filePattern. These controls are locator filters; they do not read source code and do not resolve overloads semantically.

Response packing options are exposed only on metadata/routing tools. Source tools keep their line-numbered source output unchanged.

list_file_symbols can also return smaller file-level symbol candidate lists when the file is already known:

  • compact: return only compact routing fields
  • symbolTypes: filter by indexed symbol kind
  • container: filter to symbols contained by a class/struct/namespace name or suffix
  • hideNamespaces: hide namespace reopening symbols
  • limit: bound the result size

This is a locator filter only. It does not resolve inheritance, overloads, or type semantics.

When a file is already known and both class members and local helper functions may matter, prefer list_file_symbols(file, compact:true, hideNamespaces:true)before guessing a container filter. Anonymous-namespace helpers are still normal indexed functions; they may have the surrounding named namespace as their container, not the class that calls them.

search_source accepts symbolId to search only inside one indexed symbol range. This is the preferred way to do a lexical check inside an already-located function or method. It is still lexical source search, not semantic call/reference resolution.

Canonical argument:

{ "query": "Editor::_OnScroll" }

name may be accepted as a compatibility alias, but query is canonical.

File tools

find_files(pattern)
list_file_includes(file)
get_file_structure(file)

Glob over project-relative paths only. This is not source grep.

list_file_includes returns the lexical #include directives for one file. It is intended for classic include-based C++ codebases such as Chromium:

{ "file": "chrome/app/chrome_main.cc", "compact": true, "includeResolved": true }

Include metadata is routing evidence only. The indexer records the source line, target text, include kind (quote, angle, or macro), and best-effort project-relative resolution when the included file is directly visible. It does not evaluate #if/#ifdef, compiler include directories, generated headers, or macro expansion.

get_file_structure returns a metadata-only table of contents for one file. For large files, prefer includeOutline:false first. Use includeIncludes:true when include metadata is needed. Use symbolTypes, dataKinds, hideNamespaces, outlineLimit, and compactOutline:true to keep responses small. After identifying a relevant outline item, read the source with read_symbol or read_range before making implementation claims.

When file indexes were built with --emit-diagnostic-file-indexes,get_file_structure can also include optional parser/indexer diagnostic sections:

{ "file": "...", "includeOutline": false, "includeIndexerDiagnostics": true, "diagnosticKinds": ["structuralEvents", "scopeIntervals", "functionBodyRanges"], "diagnosticStartLine": 120, "diagnosticEndLine": 180, "compactDiagnostics": true, "diagnosticLimit": 100 }

Use this only to investigate parser diagnostics, missing symbols, suspicious source ranges, or unexpected scope/function-body detection. Indexer diagnostic output is scanner evidence, not implementation behavior.

Prompt wording matters here. The phrase "debug information" is too broad for many AI agents and can be confused with C++ debug-build code such as DEBUG,_DEBUG, #ifdef DEBUG, Visual Studio debugging, or logging branches. For indexer scanner data, ask for indexer/parser diagnostics explicitly.

Good prompts:

Show me which indexer diagnostics are present.
Show me the parser/indexer diagnostics from the index.
Show me indexerDiagnostics.diagnostics from get_file_structure(includeIndexerDiagnostics:true) for file X.
Which indexerDiagnostics.diagnostics are available in the index for file X?
Show me the source location for this indexer diagnostic.

Avoid ambiguous prompts such as:

Show me debug information.
Find the debug code.
Where is DEBUG used?

The intended workflow is:

get_file_structure(includeIndexerDiagnostics:true, compactDiagnostics:true)
-> inspect indexerDiagnostics.diagnostics first
-> read_range around the reported line
-> optionally get_nearest_symbol_for_line for the containing symbol

Examples:

*Editor*
*/TextEditor/*.ixx
*/Shell/Browser/*

Module tools

find_module(moduleName)
list_module_files(moduleName)
search_modules(pattern)
get_module_map_summary
get_module_info(moduleName)
list_module_imports(moduleName)
list_module_imported_by(moduleName)
get_module_tree(maxDepth)

Use C++20 module syntax:

Example.Module:Partition
uiframework.Elements:ElementImpl

Do not pass C++ namespace syntax to module tools:

Example::Namespace
UIFramework::Elements

For namespaces/classes/functions, use find_symbol or find_symbols_glob.

Direction matters:

What does module X import?       -> list_module_imports(X) or get_module_info(X)
Who imports/consumes module X?   -> list_module_imported_by(X) or get_module_info(X)

Do not answer reverse-import questions by searching source text first. The module map already stores importedBy metadata. Use source reads only when the caller asks to inspect the actual import line or when metadata looks suspicious.

Module metadata tools accept compact:true where useful:

  • find_module / list_module_files: compact module/file routing fields
  • get_module_info: compact files, imports, and imported-by metadata
  • list_module_imports: compact outgoing import records
  • list_module_imported_by: compact importing-module records

Data/member tools

find_data(query)
list_type_members(container)
read_data(dataId)

Use find_data for fields, globals, namespace constants, enum values, variable templates, and concepts. Use list_type_members when the containing type or namespace is already known. Both tools are metadata-only and acceptcompact:true for smaller routing output.

typeText is the original source text for the declaration type. It is not a compiler-resolved type. Treat it as a hint for further symbol/source lookup, not as proof of semantic type identity.

Recommended AI usage rules

The model should follow these rules:

Use mcp-cpp-project-indexer as a deterministic source-range locator.
Read source before making implementation claims.
Use query as the canonical argument for symbol lookup tools.
Do not ask for analyze_symbol.
Do not ask for a precomputed call graph.
Do not treat module metadata as implementation behavior.

Tool exposure note

Large MCP tool sets work best when the client keeps the active tools relevant to the current task. If every tool is exposed for every request, some models may over-explore, repeat similar queries, or choose broader tools than necessary. This is normal behavior for general-purpose models and does not indicate a problem with the index data.

In typical use, start with compact metadata queries and read source ranges only when implementation evidence is needed.

Correct calls:

find_symbol({"query": "Editor::_OnScroll"})
find_declaration({"query": "OnNotifyReflect"})

Avoid:

find_symbol({"name": "Editor::_OnScroll"})

The full system prompt template is available in prompt_template.md.

Example workflows

Find declaration and definition

User:

Find the declaration and definition of OnNotifyReflect.

AI workflow:

find_symbol({"query": "OnNotifyReflect"})
read_symbol(symbolId for declaration)
read_symbol(symbolId for definition)

Analyze one function on demand

User:

Show me Editor::_OnScroll.

AI workflow:

find_symbol({"query": "Editor::_OnScroll"})
read_symbol(symbolId)

Then the AI follows only relevant project-local calls:

GetHWND -> find_symbol/read_symbol
SendMessageW -> external Win32 API, do not query project index
MAKEWPARAM -> external Win32 macro, do not query project index

How an imported module is used

Workflow:

1. get_module_info or list_module_imports/list_module_imported_by
2. use relativePath and sourceLine from import metadata
3. list_file_symbols(relativePath)
4. choose the likely entry point from symbol names/signatures
5. read_symbol(candidate)
6. inspect visible source usage
7. follow more project symbols only if needed

Do not use find_symbols_glob as a substitute for source usage search. It searches symbol metadata, not callsites.

Design rules

Exact line numbers are the heart of the system

symbolId -> fileId -> startLine/endLine -> original source

Keep runtime data small

Runtime index stores routing facts. Scanner diagnostic data is opt-in with--emit-diagnostics or --emit-diagnostic-file-indexes.

Keep search and browsing separate

index.sqlite               -> symbol/data search
module_map.json            -> module browsing
manifest.json              -> file browsing

Diagnostics stay visible

Do not hide real parser/source problems just to reach zero diagnostics.

No semantic scope creep

No call graph. No reference graph. No macro expansion. No analyzer tool. The AI recursively explores source on demand.

Rebuild sequence

cd

python \build_project_index.py

python \build_module_map.py ` --index-root ..mcp-cpp-project-indexer

Then restart the MCP server / LM Studio.

License

This project is licensed under the Apache License 2.0.

SPDX-License-Identifier: Apache-2.0

Add the full Apache-2.0 license text in the repository as:

LICENSE

Optional source-file header:

SPDX-License-Identifier: Apache-2.0

Copyright

Copyright (c) 2026 Mike Walter

Project name:

mcp-cpp-project-indexer

Smoke tests

After MCP integration, test:

  • get_project_summary
  • Show all modules under Example.Core.Direct2D.
  • Which modules import Example.Shell.Browser:Impl?
  • Find the declaration and definition of ExampleClass::OnEvent.
  • Read all overloads of GetHandler.
  • Which file defines Example.Elements:ElementImpl?
  • Find the definition of ExampleClass::operator=.
  • List all symbols in Example/Core/Renderer.cpp.
  • Which modules does Example.UI:ToggleSwitch import?
  • Show the module tree for Example.Core (max depth 3).
  • Find all files matching _Example_Dialog*.
  • Read the first 20 lines of Example/Core/Main.ixx.
  • Find the declaration of ExampleClass::ExampleClass (constructor).
  • Find all symbols matching Paint in Example/Core/Renderer.cpp.
  • Show which modules are imported by Example.Shell:Impl.
  • Get the module map summary.
  • Find the definition of ExampleClass::OnKeyDown.
  • Read the range of ExampleClass::OnPaint (lines 150-200).
  • Find all files in module Example.UI:Controls.
  • Show the import tree for Example.UI:ToggleSwitch.
  • Find the symbol ExampleNamespace::ExampleClass::Method.
  • List all modules that import Example.Core.Service.
  • Find the declaration of template function ExampleClass::Create.
  • Read the symbol for ExampleClass::OnNotify.
  • Find all files under Example/UI/Controls/.
  • Show the module info for Example.Core.Direct2D.Renderer.
  • Find the definition of ExampleClass::Initialize.
  • List all symbols in Example/Core/Service.cpp that are functions.
  • Find which modules are part of Example.UI.
  • Read the source of ExampleClass::HandleInput (lines 50-120).
  • Find the file that defines Example.Core:ModuleImpl.
  • Show all imports of Example.UI:Controls.Button.
  • Find the declaration of enum ExampleClass::State.
  • Read the symbol for ExampleClass::GetSize.
  • Find all files with .ixx extension under Example/.
  • Show the module tree for Example.Shell (max depth 2).
  • Find the definition of ExampleClass::_UpdateLayout.
  • List all symbols in Example/Core/Utils.cpp.
  • Find which modules import Example.UI:Controls.
  • Read the range of ExampleClass::Paint (lines 200-250).
  • Find the declaration of ExampleClass::~ExampleClass (destructor).
  • Show the module info for Example.Shell.Browser:Impl.
  • Find all symbols matching Handler in Example/Core/.
  • Read the symbol for ExampleClass::OnMouseMove.
  • Find the file that defines Example.UI:Controls.Button.
  • List all modules imported by Example.Core.Direct2D.
  • Find the definition of ExampleClass::SetValue.
  • Show the module tree for Example.UI (max depth 4).
  • Find all files under Example/Shell/Browser/.
  • Read the first 30 lines of Example/Core/Service.ixx.
  • Find the declaration of ExampleClass::GetAccessibleImpl.
  • List all symbols in Example/UI/Controls/Button.cpp.
  • Find which modules are imported by Example.Shell.Browser:Impl.
  • Show the module info for Example.Elements:ElementImpl.
  • Find the definition of ExampleClass::OnPropertyChanged.
  • Read the symbol for ExampleClass::GetState.
  • Find all files matching Service under Example/Core/.
  • Show the module tree for Example.Elements (max depth 3).
  • Find the declaration of ExampleClass::Register.
  • List all symbols in Example/Shell/Browser/Impl.cpp.
  • Find which modules import Example.Core.Direct2D.Renderer.
  • Read the range of ExampleClass::OnInput (lines 100-150).
  • Find the definition of ExampleClass::_SelfLayoutDoLayout.
  • Show the module info for Example.UI:Controls.Dialog.
  • Find all symbols matching Layout in Example/Core/.
  • Read the symbol for ExampleClass::GetSliderSize.
  • Find the file that defines Example.Shell:Impl.
  • List all modules that are part of Example.Core.
  • Find the declaration of ExampleClass::DefaultAction.
  • Read the first 40 lines of Example/UI/Controls/Dialog.ixx.
  • Find the definition of ExampleClass::_FireClickEvent.
  • Show the module tree for Example.Core.Direct2D (max depth 5).
  • Find all files under Example/Elements/.
  • Read the symbol for ExampleClass::GetCaptured.
  • Find which modules import Example.Private.Helper.
  • Show the module info for Example.UI:Controls.Dialog.
  • Find the declaration of ExampleClass::SetCaptured.
  • List all symbols in Example/Elements/ElementImpl.cpp.
  • Find the definition of ExampleClass::OnInput.
  • Read the range of ExampleClass::_UpdateLabel (lines 170-180).
  • Find all files matching Element under Example/Elements/.
  • Show the module tree for Example.Private (max depth 2).
  • Find the declaration of ExampleClass::GetPressed.
  • Read the symbol for ExampleClass::SetPressed.
  • Find which modules import Example.Elements:ElementImpl.
  • Show the module info for Example.Private.Helper.
  • Find the definition of ExampleClass::OnPropertyChanged.
  • List all symbols in Example/Core/Direct2D/Renderer.cpp.
  • Find all files with .cpp extension under Example/UI/.
  • Read the symbol for ExampleClass::GetSliderBorderStrokeWidth.
  • Find the declaration of ExampleClass::SliderBackgroundColorProp.
  • Show the module tree for Example (max depth 1).
  • Find all modules that start with Example.UI.
  • Read the range of ExampleClass::_SelfLayoutUpdateDesiredSize (lines 200-220).
  • Find the definition of ExampleClass::SliderBorderColorProp.
  • List all symbols in Example/Private/Helper.cpp.
  • Find which modules import Example.UI:Controls.Dialog.
  • Show the module info for Example.Elements:ElementWithTooltip.
  • Find the declaration of ExampleClass::SliderForegroundColorProp.
  • Read the symbol for ExampleClass::SliderSizeProp.
  • Find all files under Example/Private/.
  • Find the definition of ExampleClass::StateProp.
  • List all symbols in Example/Core/Service.cpp.
  • Find which modules are imported by Example.Elements:ElementImpl.
  • Show the module tree for Example.UI.Controls (max depth 3).
  • Find the declaration of ExampleClass::CapturedProp.
  • Read the symbol for ExampleClass::PressedProp.
  • Find all files matching Helper under Example/Private/.
  • Find the definition of ExampleClass::ClassInfoI::GetClassInfoPtr.
  • List all symbols in Example/UI/Controls/Dialog.cpp.
  • Find which modules import Example.Private.TreeHelper.
  • Show the module info for Example.UI:Controls.Button.
  • Find the declaration of ExampleClass::ElementWithPromptValueI::ElementWithPromptValueProperties.
  • Read the symbol for ExampleClass::Initialize (overload with 3 parameters).
  • Find all files under Example/Core/Direct2D/.
  • Find the definition of ExampleClass::_Initialize.
  • List all symbols in Example/Elements/ElementWithTooltip.cpp.
  • Find which modules import Example.Private.ValueHelper.
  • Show the module tree for Example.Shell.Browser (max depth 4).
  • Find the declaration of ExampleClass::Register.
  • Read the symbol for ExampleClass::ToggleSwitch (constructor).
  • Find all files matching Renderer under Example/Core/Direct2D/.

Expected behavior:

  • the model uses tools
  • it does not read whole files
  • it does not confuse namespaces with modules
  • it calls read_symbol only after symbol metadata lookup
  • it follows project calls recursively only when needed

Maintenance Checklist

After changing tool behavior, command-line switches, prompts, or documentation, run through MAINTENANCE_CHECKLIST.md. It covers the usual sync points: tool descriptions, prompt rules, README, menu/CLI flags, index data compatibility, smoke tests, relay assumptions, and commit prep.

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