MCP server de MT5-Quant
Commit 11 nov 2026Permite a clientes de IA compilar, realizar backtesting, optimizar y ejecutar análisis profundos a nivel de operación sobre Expert Advisors de MQL5 en macOS y Linux.
También conocido como masdevid/mt5-quant
- Stars
- 52
- Herramientas
- 89
- Descargas, 30 días
- —
- Última versión
- 1.34.3
- Último commit
- 11 nov 2026
- Licencia
- MIT
¿Qué es MT5-Quant MCP?
MT5-Quant es un MCP server. Permite a clientes de IA compilar, realizar backtesting, optimizar y ejecutar análisis profundos a nivel de operación sobre Expert Advisors de MQL5 en macOS y Linux. Expone 89 herramientas, como run_backtest, run_backtest_quick, run_backtest_only.
Resumen generado a partir del README del proyecto
Acerca del MCP server de MT5-Quant
MT5-Quant proporciona un entorno especializado para el desarrollo de Expert Advisors de MQL5 en sistemas macOS y Linux. Permite a los desarrolladores evitar el requisito tradicional de Windows mediante el uso de un MetaEditor headless a través de Wine para compilar, realizar backtesting y optimizar estrategias de trading. El servidor actúa como un puente para clientes de IA, permitiéndoles gestionar todo el ciclo de vida del desarrollo cuantitativo a través de 89 herramientas distintas.
Los usuarios pueden ejecutar pipelines completos que incluyen la compilación de código, limpieza de caché, ejecución de backtests y realización de análisis profundos. A diferencia de los paquetes estándar de Python, este servidor ofrece información avanzada a nivel de operación y una gestión de informes organizada utilizando un backend de SQLite. Admite la optimización genética en segundo plano y proporciona herramientas de diagnóstico específicas para depurar fallos e investigar los logs de Wine o de la terminal de MT5. Esto lo convierte en una solución dedicada para traders que necesitan un historial de backtesting estructurado, gestión de archivos de parámetros y métricas de rendimiento granulares en hardware que no sea Windows.
Qué puedes hacer con él
- 1Pipeline de Backtest AutomatizadoEjecuta un flujo de trabajo completo, desde la compilación del código hasta el análisis de rendimiento final para un rango de fechas específico.
Escrito a partir del README del proyecto. Cada caso de uso se verifica con una cita del mismo.
Herramientas de MT5-Quant MCP 89
Detectado desde el READMErun_backtestrun_backtest_quickrun_backtest_onlylaunch_backtestget_backtest_statusrun_optimizationget_optimization_resultslist_jobsanalyze_reportcompare_baselinecompile_ealist_experts
| run_backtest | — | |
| run_backtest_quick | — | |
| run_backtest_only | — | |
| launch_backtest | — | |
| get_backtest_status | — | |
| run_optimization | — | |
| get_optimization_results | — | |
| list_jobs | — | |
| analyze_report | — | |
| compare_baseline | — | |
| compile_ea | — | |
| list_experts | — |
Mostrar las 89 herramientasMostrar menos herramientas
list_indicatorslist_scriptshealthchecklist_symbolsanalyze_monthly_pnlanalyze_drawdown_eventsanalyze_top_lossesanalyze_loss_sequencesanalyze_position_pairsanalyze_direction_biasanalyze_streaksanalyze_concurrent_peaklist_dealssearch_deals_by_commentsearch_deals_by_magicanalyze_profit_distributionanalyze_time_performanceanalyze_hold_time_distributionanalyze_layer_performanceanalyze_volume_vs_profitanalyze_costsanalyze_efficiencyverify_setupget_optimization_statuslist_reportsget_latest_reportsearch_reportsget_report_by_idget_reports_summaryget_best_reportssearch_reports_by_tagssearch_reports_by_date_rangesearch_reports_by_notesget_reports_by_set_fileget_comparable_reportstail_logprune_reportspromote_to_baselinearchive_reportarchive_all_reportsget_historyannotate_historycache_statusclean_cacheget_active_accountcheck_symbol_data_statuscheck_mt5_statusvalidate_ea_syntaxdiagnose_wineget_mt5_logssearch_mt5_errorscheck_mt5_processkill_mt5_processcheck_system_resourcesvalidate_mt5_configget_wine_prefix_infoget_backtest_crash_infocheck_updateupdateinit_projectcreate_set_templateexport_reportget_backtest_historycompare_backtestslist_set_filesread_set_filewrite_set_filepatch_set_fileclone_set_filedescribe_sweepdiff_set_filesset_from_optimizationsearch_expertssearch_indicatorssearch_scriptscopy_indicator_to_projectcopy_script_to_project
| list_indicators | — | |
| list_scripts | — | |
| healthcheck | — | |
| list_symbols | — | |
| analyze_monthly_pnl | — | |
| analyze_drawdown_events | — | |
| analyze_top_losses | — | |
| analyze_loss_sequences | — | |
| analyze_position_pairs | — | |
| analyze_direction_bias | — | |
| analyze_streaks | — | |
| analyze_concurrent_peak | — | |
| list_deals | — | |
| search_deals_by_comment | — | |
| search_deals_by_magic | — | |
| analyze_profit_distribution | — | |
| analyze_time_performance | — | |
| analyze_hold_time_distribution | — | |
| analyze_layer_performance | — | |
| analyze_volume_vs_profit | — | |
| analyze_costs | — | |
| analyze_efficiency | — | |
| verify_setup | — | |
| get_optimization_status | — | |
| list_reports | — | |
| get_latest_report | — | |
| search_reports | — | |
| get_report_by_id | — | |
| get_reports_summary | — | |
| get_best_reports | — | |
| search_reports_by_tags | — | |
| search_reports_by_date_range | — | |
| search_reports_by_notes | — | |
| get_reports_by_set_file | — | |
| get_comparable_reports | — | |
| tail_log | — | |
| prune_reports | — | |
| promote_to_baseline | — | |
| archive_report | — | |
| archive_all_reports | — | |
| get_history | — | |
| annotate_history | — | |
| cache_status | — | |
| clean_cache | — | |
| get_active_account | — | |
| check_symbol_data_status | — | |
| check_mt5_status | — | |
| validate_ea_syntax | — | |
| diagnose_wine | — | |
| get_mt5_logs | — | |
| search_mt5_errors | — | |
| check_mt5_process | — | |
| kill_mt5_process | — | |
| check_system_resources | — | |
| validate_mt5_config | — | |
| get_wine_prefix_info | — | |
| get_backtest_crash_info | — | |
| check_update | — | |
| update | — | |
| init_project | — | |
| create_set_template | — | |
| export_report | — | |
| get_backtest_history | — | |
| compare_backtests | — | |
| list_set_files | — | |
| read_set_file | — | |
| write_set_file | — | |
| patch_set_file | — | |
| clone_set_file | — | |
| describe_sweep | — | |
| diff_set_files | — | |
| set_from_optimization | — | |
| search_experts | — | |
| search_indicators | — | |
| search_scripts | — | |
| copy_indicator_to_project | — | |
| copy_script_to_project | — |
Configuración
MT5_MCP_HOMEPath to MT5-Quant config directory (default: ~/.config/mt5-quant)
| Nombre | Descripción | Tipo |
|---|---|---|
| MT5_MCP_HOME | Path to MT5-Quant config directory (default: ~/.config/mt5-quant) |
Verificaciones automáticas
Ejecutado 12 nov 2026Informe completo →Aún no verificado. Un servidor necesita una puntuación de 80, ningún hallazgo grave y suficientes datos para que podamos revisarlo. Cómo funcionan las verificaciones · Qué corregir para obtener más puntos
- Repositorio de origen vinculado y accesibleAprobado
- Licencia de código abierto (OSI)Aprobado
- Commit o lanzamiento en el último añoAprobado
- El nombre del paquete no es similar a un paquete popularNo verificado
- El endpoint remoto usa HTTPSNo verificado
- Las herramientas destructivas están etiquetadasNo verificado
- Sin instrucciones ocultas para el modeloAprobado
- No hay avisos críticos en el paquete ni en sus dependenciasNo verificado
README
Ver en GitHubMT5-Quant
MCP server for MT5 strategy development on macOS/Linux. 89 tools to compile, backtest, analyze, optimize, debug crashes, and manage MQL5 Expert Advisors — no Windows required.
You: "Backtest MyEA Jan-Mar, what caused the February drawdown?"
Claude: [compile → clean → backtest → analyze 1,847 deals]
→ Feb 14: BUY grid at L6, locking lot 1.75× base
→ Cutloss fired 17 points later
→ Recommendation: cap locking multiplier to ≤1.2×
Why MT5-Quant
Focus: Backtest organization, reporting, and analytics — capabilities MT5 itself doesn't provide.
| MT5-Quant | Others | |
|---|---|---|
| Platform | macOS/Linux native | Windows only |
| Backtest pipeline | ✅ Full (compile → run → analyze) | ✅ Via MT5 Python package |
| Deal-level analytics | ✅ 19 dimensions, DB-backed | ❌ |
| Report organization | ✅ SQLite (reports + deals) + search + history | ❌ |
| MQL5 compilation | ✅ Headless (MetaEditor via Wine, no GUI) | ⚠️ Via GUI or terminal |
| Optimization | ✅ Background + results parsing + .set generation | ⚠️ Terminal only, no parsing |
| Crash debugging | ✅ Wine/MT5 diagnostics | ❌ |
Others typically run on Windows using the MetaTrader5 Python package, providing full terminal operations. MT5-Quant fills the gap: organizing backtest reports, extracting deal-level insights, and managing optimization workflows — none of which MT5 or its Python API expose natively.
Quick Start
Install MT5-Quant
Option A — Cargo (recommended, needs Rust toolchain)
cargo install mt5-quant --locked
Option B — Pre-built binaries (no toolchain)
# macOS Apple Silicon
curl -LO https://github.com/masdevid/mt5-quant/releases/latest/download/mcp-mt5-quant-macos-arm64.tar.gz
tar xzf mcp-mt5-quant-macos-arm64.tar.gz # → mcp-mt5-quant-macos/mt5-quant
# Linux x64
curl -LO https://github.com/masdevid/mt5-quant/releases/latest/download/mcp-mt5-quant-linux-x64.tar.gz
tar xzf mcp-mt5-quant-linux-x64.tar.gz # → mcp-mt5-quant-linux/mt5-quant
Move the binary somewhere on your PATH (e.g. /usr/local/bin or ~/.local/bin) so clients can launch it as mt5-quant.
Option C — Register with your LLM client (copy-paste)
Claude Code
claude mcp add mt5-quant -- mt5-quant --stdio
Claude Desktop — ~/Library/Application Support/Claude/claude_desktop_config.json
{ "mcpServers": { "mt5-quant": { "command": "mt5-quant", "args": ["--stdio"] } } }
Cursor — .cursor/mcp.json (same JSON shape as Claude Desktop)
{ "mcpServers": { "mt5-quant": { "command": "mt5-quant", "args": ["--stdio"] } } }
opencode — .opencode/opencode.jsonc
{ "mcp": { "mt5-quant": { "type": "local", "command": ["mt5-quant", "--stdio"], "enabled": true } } }
Codex CLI — ~/.codex/config.toml
[mcp_servers.mt5-quant]
command = "mt5-quant"
args = ["--stdio"]
Then finish setup (auto-detects Wine + MT5 paths):
bash scripts/setup.sh
Tip: you can also just ask your LLM coding agent to do all of the above: "Please install mt5-quant from https://github.com/masdevid/mt5-quant — download or build it, run its
scripts/setup.shto auto-detect Wine and MT5 paths, and register it as an MCP server."
First Backtest
Run a backtest on MyEA from 2025.01.01 to 2025.03.31
The AI runs the full pipeline: compile → clean cache → backtest → extract → analyze.
MCP Tools (89)
Core workflow
| Tool | Description |
|---|---|
run_backtest |
Full pipeline: compile → clean → backtest → extract → analyze |
run_backtest_quick |
Quick backtest using pre-compiled EA (skip compile) |
run_backtest_only |
Backtest only - just extract raw trades, no analysis |
launch_backtest |
Fire-and-forget: launch MT5 backtest, poll for completion |
get_backtest_status |
Poll running backtest status (MT5 running, report found, elapsed time) |
run_optimization |
Genetic optimization (background, returns immediately) |
get_optimization_results |
Parse optimization results after MT5 finishes |
list_jobs |
List all optimization jobs with status |
analyze_report |
Read analysis.json from any report directory |
compare_baseline |
Compare report vs baseline, return winner/loser verdict |
compile_ea |
Compile MQL5 EA via MetaEditor |
list_experts |
List all EAs in MQL5/Experts directory |
list_indicators |
List all indicators in MQL5/Indicators directory |
list_scripts |
List all scripts in MQL5/Scripts directory |
healthcheck |
Quick server health check |
list_symbols |
List all available symbols in MT5 terminal |
Granular Analytics (individual analysis)
| Tool | Description |
|---|---|
analyze_monthly_pnl |
Monthly P/L breakdown only |
analyze_drawdown_events |
Drawdown events and causes only |
analyze_top_losses |
Worst losing deals only |
analyze_loss_sequences |
Consecutive loss patterns only |
analyze_position_pairs |
Position hold time and P/L pairs |
analyze_direction_bias |
Buy vs Sell performance |
analyze_streaks |
Win/loss streak analysis |
analyze_concurrent_peak |
Peak simultaneous positions |
Use these for targeted analysis, or analyze_report to run all at once.
Deal-Level Analytics (New)
| Tool | Description |
|---|---|
list_deals |
List individual deals with filters (type, profit range, volume, dates) |
search_deals_by_comment |
Full-text search in deal comments (e.g., "Layer #3") |
search_deals_by_magic |
Filter deals by EA magic number |
analyze_profit_distribution |
Profit histogram: small/medium/large wins and losses |
analyze_time_performance |
Performance by hour of day and day of week |
analyze_hold_time_distribution |
Hold time buckets + correlation with profit |
analyze_layer_performance |
Grid/martingale layer analysis from comments |
analyze_volume_vs_profit |
Volume correlation + performance by lot size |
analyze_costs |
Commission and swap impact on profitability |
analyze_efficiency |
Profit per hour/day, annualized return, trade frequency |
Monitoring
| Tool | Description |
|---|---|
verify_setup |
Check Wine/MT5 paths, Wine version, and EA/set file counts |
get_optimization_status |
Check live state of a background optimization job |
list_jobs |
All optimization jobs with compact status in one call |
Reports & logs
| Tool | Description |
|---|---|
list_reports |
Compact table of all runs with key metrics — no full analysis needed |
get_latest_report |
Get most recent report with optional equity chart |
search_reports |
Find reports by EA, symbol, date range, or profit criteria |
get_report_by_id |
Get specific report by ID with equity chart |
get_reports_summary |
Aggregate stats: counts, averages, pass rates |
get_best_reports |
Top N reports sorted by any metric (profit factor, drawdown, etc.) |
search_reports_by_tags |
Find reports by tags |
search_reports_by_date_range |
Query by backtest date range |
search_reports_by_notes |
Full-text search in report notes |
get_reports_by_set_file |
Find all reports using a specific .set file |
get_comparable_reports |
Find comparable reports (same EA/symbol/timeframe) |
tail_log |
Read last N lines of any log; filter=errors to see only failures |
prune_reports |
Delete old report directories, keep last N (skips _opt dirs) |
promote_to_baseline |
Write a history entry or report to baseline.json for compare_baseline |
History & baseline
| Tool | Description |
|---|---|
archive_report |
Convert one report dir → compact JSON entry in backtest_history.json, optionally delete source |
archive_all_reports |
Bulk-archive all report dirs then optionally delete them; keeps N newest safe |
get_history |
Query history with filters (EA, symbol, verdict, profit, DD) and sort options |
annotate_history |
Attach verdict / notes / tags to any history entry |
Cache management
| Tool | Description |
|---|---|
cache_status |
MT5 tester cache size breakdown by symbol — check before cleaning |
clean_cache |
Delete tester cache files; supports per-symbol and dry_run |
Pre-flight & Validation
| Tool | Description |
|---|---|
get_active_account |
Get current MT5 account session (login, server, available symbols) |
check_symbol_data_status |
Validate symbol has sufficient history data for date range |
check_mt5_status |
Check if MT5 terminal is installed and ready |
validate_ea_syntax |
Pre-compile syntax check without running full compilation |
Debugging & Diagnostics (New)
| Tool | Description |
|---|---|
diagnose_wine |
Check Wine installation, version, and prefix health |
get_mt5_logs |
Get MT5 terminal, tester, or MetaEditor logs with filtering |
search_mt5_errors |
Search logs for error patterns (crash, exception, access violation) |
check_mt5_process |
Check if MT5 processes are running, get PID, CPU, memory usage |
kill_mt5_process |
Kill stuck MT5 processes (force=true for wineserver) |
check_system_resources |
Check disk space, memory, CPU availability |
validate_mt5_config |
Validate terminal.ini and tester configuration files |
get_wine_prefix_info |
Get Wine prefix details: Windows version, installed programs, registry |
get_backtest_crash_info |
Investigate backtest failures: incomplete markers, missing deals.csv, errors |
check_update |
Check if a newer version of MT5-Quant is available |
update |
Update MT5-Quant to latest release |
Project Management
| Tool | Description |
|---|---|
init_project |
Scaffold new MQL5 project with templates (scalper/swing/grid/basic) |
create_set_template |
Generate .set parameter file from EA input variables |
export_report |
Export backtest report to CSV, JSON, or Markdown |
History & Comparison
| Tool | Description |
|---|---|
get_backtest_history |
List all backtests for EA/symbol with summary metrics |
compare_backtests |
Compare 2+ backtest results side-by-side with analysis |
.set file — read / write
| Tool | Description |
|---|---|
list_set_files |
All .set files in tester profiles dir with sweep stats and combination counts |
read_set_file |
Parse UTF-16LE .set file → structured JSON params |
write_set_file |
Write full params dict → UTF-16LE .set with chmod 444 |
patch_set_file |
Update specific params in-place, return diff — replaces read→edit→write |
clone_set_file |
Copy .set to new path with optional overrides in one call |
.set file — analysis & generation
| Tool | Description |
|---|---|
describe_sweep |
Swept params, value counts, and total optimization combinations |
diff_set_files |
Side-by-side diff of two .set files — only changed params returned |
set_from_optimization |
Generate a clean backtest .set from get_optimization_results params; optionally narrow sweep |
Search & Discovery
| Tool | Description |
|---|---|
search_experts |
Search EAs by name pattern across all directories |
search_indicators |
Search indicators by name pattern |
search_scripts |
Search scripts by name pattern |
copy_indicator_to_project |
Copy indicator to project directory |
copy_script_to_project |
Copy script to project directory |
Full schema: docs/MCP_TOOLS.md
Troubleshooting
Run verify_setup from your LLM first — it checks all paths and returns actionable hints.
For crashes or unexplained failures during backtest/compile/optimization:
diagnose_wine— Check Wine installation and prefix healthsearch_mt5_errors— Find crash causes in logscheck_mt5_process+kill_mt5_process— Detect and kill stuck processesget_backtest_crash_info— Investigate failed backtest reports
Documentation
| Doc | Description |
|---|---|
| QUICKSTART | Step-by-step install, setup, and first backtest |
| MCP_TOOLS | Full input/output schemas for all 90 tools |
| CONFIG | Configuration reference (config/mt5-quant.yaml) |
| ARCHITECTURE | Design principles and internal module layout |
| REMOTE_AGENTS | Distribute optimization across Linux agents via Wine |
| TROUBLESHOOTING | Platform-specific fixes for Wine, MT5, and backtests |
Full index with reading order: docs/INDEX.md
Acknowledgements
MT5-Quant stands on the shoulders of exceptional open-source projects:
- Rust — The language that makes zero-cost abstractions, memory safety, and fearless concurrency practical
- Tokio — The async runtime powering all concurrent operations
- Wine — Making MT5 execution possible on macOS and Linux without Windows licensing
- MetaTrader 5 — MetaQuotes' trading platform (trademark of MetaQuotes Software Corp.)
- rusqlite — Ergonomic SQLite bindings for Rust
- serde — The serialization framework making config and report handling painless
- scraper — HTML parsing for MT5 report extraction
- tempfile — Secure temporary file handling
Special thanks to the Model Context Protocol (MCP) team at Anthropic for defining the standard that makes AI-powered development workflows possible.
Disclaimer
Not Financial Advice. MT5-Quant is a development and analysis tool for algorithmic trading strategies. It does not provide investment advice, trading recommendations, or guarantee profitability. All backtest results are historical simulations and do not guarantee future performance.
Use at Your Own Risk. Trading financial instruments carries substantial risk of loss. The authors and contributors of MT5-Quant accept no liability for:
- Trading losses incurred using strategies developed or tested with this tool
- Data loss or corruption from backtest operations
- Bugs, errors, or incorrect analysis results
- System crashes, Wine compatibility issues, or MT5 failures
Software Warranty. This software is provided "as-is" without warranty of any kind, express or implied, including but not limited to warranties of merchantability, fitness for a particular purpose, or non-infringement. See LICENSE for full terms.
Third-Party Software. MT5-Quant interacts with MetaTrader 5, Wine, and other third-party software. Users are responsible for complying with all applicable licenses and terms of service for these dependencies. MetaTrader is a trademark of MetaQuotes Software Corp. MT5-Quant is not affiliated with, endorsed by, or sponsored by MetaQuotes.
Regulatory Compliance. Users are responsible for ensuring their trading activities comply with applicable financial regulations in their jurisdiction. Automated trading may be restricted or require licensing in some regions.
License
MIT
Preguntas sobre MT5-Quant MCP
¿Qué herramientas proporciona MT5-Quant MCP?
Expone 89 herramientas, incluidas run_backtest, run_backtest_quick, run_backtest_only, launch_backtest, get_backtest_status.
¿Puedo usar MT5-Quant en macOS o Linux?
Sí, MT5-Quant está diseñado para entornos nativos de macOS y Linux, lo que te permite gestionar Expert Advisors de MQL5 sin necesidad de Windows.
¿Qué diferencia a MT5-Quant del paquete estándar de Python para MetaTrader 5?
MT5-Quant ofrece capacidades avanzadas de las que carecen el paquete estándar de Python y el propio MT5, como informes de backtesting organizados, análisis a nivel de operación y compilación de MQL5 en modo headless.
¿Es compatible con la optimización?
Sí, admite la optimización genética en segundo plano e incluye herramientas para analizar resultados y generar archivos .set.