mcp-mt5
# mcp-mt5
> **Model Context Protocol server for the MetaTrader 4/5 build pipeline.**
> Compile MQL sources, deploy compiled EAs, run Strategy Tester, parse reports, tail logs — all driven by an LLM agent without touching the MetaTrader UI.
[](https://github.com/PHUICMT/mcp-mt5/actions/workflows/ci.yml)
[](https://www.python.org/)
[](LICENSE)
[](https://www.metaquotes.net/)
---
## What this is — and what it isn't
| ✅ This server | ❌ Not this server |
|----------------|--------------------|
| MetaTrader **dev harness** — compile, deploy, backtest, parse | Live trading (orders, positions, quotes) |
| Wraps `MetaEditor64.exe` / `terminal64.exe` CLI directly | Wraps the `MetaTrader5` Python package |
| Runs entirely offline against installed terminal | Connects to a broker server |
| Iterates strategies *before* they go live | Executes strategies in production |
> **Use case:** an LLM agent edits `.mq5` source → compiles → deploys → runs Strategy Tester → reads report → adjusts → repeats. No broker login, no human in the loop, no risk of real-money execution.
For runtime trading, pair this with a live-trading MCP — they target different layers and compose well.
---
## Tools
The server exposes 32 tools and 3 MCP resources across nine categories.
### 🔍 Discovery & terminal selection
| Tool | Description |
|------|-------------|
| `env_info` | Dump resolved paths, terminal hash, edition, and missing-component issues |
| `list_terminals` | Enumerate every MT4/5 terminal data folder under `%APPDATA%\MetaQuotes\Terminal` along with each `origin.txt` install path |
| `select_terminal` | Switch the active terminal data folder mid-session by origin path, hash, or install dir — handy for testing across multiple brokers |
### 🔨 Build & deploy
| Tool | Description |
|------|-------------|
| `compile` | Invoke MetaEditor CLI on a `.mq4`/`.mq5`/`.mqh` source. Returns structured `errors[]`/`warnings[]` (file, line, column, error code, message) plus log excerpt |
| `compile_and_deploy` | Compile, then copy the resulting `.ex4`/`.ex5` into the terminal's `Experts/` folder in one call |
| `syntax_check` | Same as `compile` but uses MetaEditor's `/s` syntax-only mode for faster feedback |
| `smoke_test` | Compile + deploy + run a 1-day headless backtest + scan the journal for runtime errors. Catches problems that pass `compile` but fail at runtime |
| `deploy_ea` | Copy a compiled binary into `Experts/` (with optional rename) |
| `install_include` | Copy a `.mqh` header into the terminal `Include/` folder — handy for libraries like `LiveLog.mqh` |
| `list_experts` | Enumerate `Experts/` recursively with size and modification time |
### 🔎 Source analysis
| Tool | Description |
|------|-------------|
| `extract_inputs` | Parse `input <type> <name> = <default>;` declarations into structured records |
| `gen_tester_inputs` | Auto-build a `[TesterInputs]` block from EA source (translates `PERIOD_*` enums to numeric codes), optionally write into an existing `tester.ini` |
| `resolve_includes` | Recursive `#include` resolution that reports missing files and circular references |
| `find_symbol` | Grep a symbol across MQL files, skipping comments and string literals |
| `code_metrics` | LOC, function count, max nesting per file — or aggregated across an entire tree |
| `extract_doc` | Pull MetaEditor `//+--+ //\| ... +--+` doc blocks out as markdown |
| `find_magic_collision` | Detect duplicate magic-number assignments across the project |
### ⚠️ Lint & validation
| Tool | Description |
|------|-------------|
| `lint_basic` | Structural rules: missing `OnInit`/`OnDeinit`, unused `input`s, hardcoded magic numbers, hardcoded symbol literals |
| `check_deprecated` | Flag MT4-style API calls (`OrderSend`, `Ask`, `AccountBalance`, …) with `CTrade`/MT5-API replacement suggestions |
| `validate_tester_ini` | Sanity-check a `tester.ini` (required keys, date format, numeric ranges) and cross-check `[TesterInputs]` against the EA source declarations |
### 🎨 Format
| Tool | Description |
|------|-------------|
| `format_mql` | Format a source file via `clang-format` (treats MQL as C++ with an MQL-friendly default style) |
| `format_check` | Same as above but reports whether changes are needed without writing the file |
### ✏️ Refactor
| Tool | Description |
|------|-------------|
| `rename_symbol` | Whole-word rename across all MQL files in a tree, with `dry_run` preview |
| `extract_function` | Brace-aware extraction of a contiguous block into a new helper function — inline or into an external `.mqh` |
### 📊 Strategy Tester
| Tool | Description |
|------|-------------|
| `patch_tester_ini` | Programmatically update keys in a `tester.ini` (e.g. `Tester.Symbol`, `Tester.FromDate`, `TesterInputs.RiskPct`) before running |
| `run_backtest` | Launch `terminal64.exe /config:tester.ini`, optionally headless (when `ShutdownTerminal=1`), and return the latest tester log path |
| `parse_optimization` | [LEGACY] Best-effort parser for the latest `.opt` (optimization passes) binary file |
| `top_passes` | [LEGACY] Sort optimization passes by a chosen criterion and return the top *N* |
| `read_optimization_csv` | High-fidelity CSV reader for optimization results generated via `OptExport.mqh` |
| `start_job` | Start non-blocking Strategy Tester runs (backtest or optimize) using SQLite tracking |
| `check_job_status` | Poll execution status, elapsed time, and exit codes of background runs |
| `get_job_result` | Retrieve full parsed backtest report or optimization CSV after job completion |
| `list_jobs` | Query the history and status of all background Strategy Tester executions |
| `instrument_ea_for_opt` | Automatically write OptExport include and OnTester log code into any EA source |
| `read_tester_report` | Locate and parse the latest tester HTML report into a structured `summary` (net profit, profit factor, drawdown, trade counts, etc.) plus a sample of trade rows |
| `compare_reports` | Diff two tester reports key-by-key with absolute and percent deltas |
| `regression_check` | Verify a candidate report stays within guard thresholds vs a baseline (e.g. "net_profit may not drop more than 5%") |
| `kill_terminal` | `taskkill` if the terminal hangs |
### 📝 Logs & snapshots
| Tool | Description |
|------|-------------|
| `tail_log` | Tail the last *N* lines of either `Files/LiveLog.txt`, the daily `Logs/YYYYMMDD.log`, or the most recent tester log. Optional structured parse into `{ts, source, message}` records |
| `snapshot_sources` | Freeze a copy of source files into a timestamped folder with a `manifest.json` |
| `list_snapshots` | Enumerate previously captured snapshots |
### 📡 MCP resources
Live, re-readable URIs that an MCP client can poll instead of calling a tool repeatedly.
| URI | Description |
|-----|-------------|
| `mt5://livelog` | Latest tail of `MQL5/Files/LiveLog.txt` |
| `mt5://journal` | Today's daily MT5 journal log |
| `mt5://tester-log` | Most recent Strategy Tester journal |
---
## Quick start
### Install
```bash
pip install mcp-mt5
```
> Requires Windows + an installed MetaTrader 4 or 5 terminal.
### Register with an MCP client
Most MCP clients accept a JSON entry under `mcpServers`. The server inherits its configuration from environment variables:
```json
{
"mcpServers": {
"mt5": {
"command": "mcp-mt5",
"env": {
"MT5_INSTALL": "C:\\Program Files\\MetaTrader 5"
}
}
}
}
```
Refer to your client's documentation for the exact config file location.
### Verify the install
Once registered, ask your agent to call `env_info`:
```json
{
"edition": "mt5",
"install": "C:\\Program Files\\MetaTrader 5",
"terminal_hash": "<32-char-hex-hash>",
"metaeditor": "C:\\Program Files\\MetaTrader 5\\MetaEditor64.exe",
"experts_dir": "C:\\Users\\<you>\\AppData\\Roaming\\MetaQuotes\\Terminal\\<hash>\\MQL5\\Experts",
"issues": []
}
```
An empty `issues` array means everything is wired up correctly.
---
## Configuration
Resolution priority for the MetaTrader install + data folder:
1. **Explicit env vars** (below)
2. **Auto-scan** of `%APPDATA%\MetaQuotes\Terminal\*\origin.txt` for a folder whose origin matches `MT5_INSTALL`
3. **Portable mode** fallback (data colocated with install dir)
| Env var | Default | Notes |
|---------|---------|-------|
| `MT5_INSTALL` | `C:\Program Files\MetaTrader 5` | Install dir containing `terminal64.exe` |
| `MT5_DATA` | _(auto-detected)_ | `%APPDATA%\MetaQuotes\Terminal\<hash>` |
| `MT5_TERMINAL_HASH` | _(auto-detected)_ | 32-char folder name |
| `MT5_EDITION` | `mt5` | Set to `mt4` for MetaTrader 4 |
### MT4 support
Set `MT5_EDITION=mt4` and point `MT5_INSTALL` at your MT4 install. The server switches to `metaeditor.exe` (32-bit), `terminal.exe`, and the `MQL4/` data tree automatically.
---
## Example workflow
A typical LLM-driven iteration loop:
```
1. env_info → verify paths
2. compile_and_deploy source="MyEA.mq5" → 0 errors, .ex5 deployed ✅
3. patch_tester_ini config="tester.ini" updates={
"Tester.Symbol": "EURUSD",
"Tester.FromDate": "2025.01.01",
"TesterInputs.RiskPct": "1.5"
}
4. run_backtest config="tester.ini" wait=true
5. read_tester_report → summary.net_profit = 1234.56
summary.profit_factor = 1.45
6. tail_log mode="tester" lines=200 structured=true → diagnose journal warnings
7. <edit Signal.mqh based on findings>
8. → loop back to step 2
```
---
## A sample `tester.ini`
```ini
; Launch: terminal64.exe /config:tester.ini
; Period codes: M1=1, M5=5, M15=15, H1=16385, H4=16388, D1=16408
; Model: 0=Every tick, 1=1 min OHLC, 4=Real ticks
[Tester]
Expert=MyEA
Symbol=EURUSD
Period=M15
Model=1
FromDate=2024.01.01
ToDate=2024.12.31
Deposit=10000
Currency=USD
Leverage=500
Visual=0
ShutdownTerminal=1 ; required so run_backtest can wait for the run to finish
Report=tester_report
[TesterInputs]
; ParamName=value||start||step||stop||(N=fixed|Y=optimize)
; RiskPct=1.0||0.1||0.1||3.0||N
```
A more complete sample lives at [`examples/tester.ini`](examples/tester.ini).
---
## Remote access from Linux client
Since MetaTrader 5 and MetaEditor must run on Windows, but your development environment may be on Linux/macOS, `mcp-mt5` provides two remote connection patterns:
### Option A: Token-Authenticated HTTP Transport (streamable-http)
Run `mcp-mt5` as a network web service. Set `MCP_MT5_TRANSPORT=http` and configure a secure Bearer token via `MCP_MT5_TOKEN`:
```bash
# On the Windows Server VPS:
set MCP_MT5_TRANSPORT=http
set MCP_MT5_PORT=8931
set MCP_MT5_TOKEN=your-random-secure-token
python -m mcp_mt5.server
```
Then connect from your Linux client using standard streamable-http MCP setup:
```json
{
"mcpServers": {
"mt5": {
"command": "mcp-client-streamable-http",
"args": ["http://<your-vps-ip>:8931/mcp"],
"env": {
"Authorization": "Bearer your-random-secure-token"
}
}
}
}
```
*Note: For production deployments, it is highly recommended to bind to `127.0.0.1` and place a reverse proxy (like Caddy or Nginx) in front of the server to handle TLS and restrict public interfaces.*
### Option B: SSH stdio bridge
Run the MCP server locally over an SSH connection. This option requires no port exposure or network transport configuration on the server:
```json
{
"mcpServers": {
"mt5": {
"command": "ssh",
"args": [
"username@winserver-vps",
"python -m mcp_mt5.server"
]
}
}
}
```
---
## Development
```bash
git clone https://github.com/PHUICMT/mcp-mt5
cd mcp-mt5
pip install -e ".[dev]"
pytest # runs the 18-test suite
ruff check src tests # lints
```
CI runs on Windows for Python 3.10, 3.11, and 3.12 against every push to `main`. Tagging a release (e.g. `v0.2.0`) triggers an OIDC publish to PyPI.
### Project layout
```
mcp-mt5/
├── src/mcp_mt5/
│ ├── server.py # FastMCP tool definitions
│ ├── paths.py # Layout detection + origin.txt scan
│ └── parsers.py # Compile log + tester HTML report parsers
├── tests/ # 18 pytest tests, no live MT5 required
├── examples/ # Sample tester.ini + client config
└── .github/workflows/ # CI + PyPI release
```
---
## Limitations
- **Windows-only.** MetaTrader CLI binaries don't ship for Linux/macOS. Wine ports may work but are untested.
- **No live broker access.** This server intentionally never authenticates to a broker. Use a separate MCP server for runtime trading.
- **Tester report parsing is best-effort.** MetaTrader's HTML output isn't a stable schema; the raw HTML is also returned alongside the parsed structure so you can fall back to text inspection when needed.
- **Optimization runs (.opt) are best-effort (legacy).** Binary `.opt` files are unreliable to parse directly due to changing format layouts across MT5 builds. For high-fidelity optimization runs, it is recommended to instrument your Expert Advisor with `OptExport.mqh` and retrieve optimization passes via the `read_optimization_csv` tool.
---
## Roadmap
All v0.3.x roadmap items shipped in v0.4.0. Future ideas:
- Real tree-sitter MQL grammar for `extract_function` (current implementation is brace-counting + regex)
- WebSocket transport for long-lived sessions (currently stdio only)
- Linux/Wine port for non-Windows agents
---
## License
[MIT](LICENSE) © 2026 PHUICMT
TDQS
Scored across 41 tools
Most tools have distinct purposes, but the legacy tools `parse_optimization` and `top_passes` overlap with `read_optimization_csv` and are explicitly noted as unreliable, creating potential confusion for agents.
The majority of tools follow a verb_noun pattern (e.g., list_terminals, run_backtest), but a few exceptions like `code_metrics`, `syntax_check`, and `top_passes` break the pattern slightly, resulting in minor inconsistency.
With 41 tools, the server covers a broad scope but feels slightly bloated. Some redundancy (e.g., legacy optimization parsers) and the possibility of merging tools like `compile` and `compile_and_deploy` suggest the count could be reduced without losing functionality.
The toolset covers the full development lifecycle for MQL5: environment setup, compilation, backtesting, optimization, code analysis, refactoring, and job management. Minor gaps like missing file creation or EA removal are acceptable for the focused domain.