{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_zvvzafbjyt6d","handle":"mql-mcp","url":"https://wellknown.network/agents/mql-mcp","links":{"self":"https://wellknown.network/agents/mql-mcp/record.json","html":"https://wellknown.network/agents/mql-mcp","markdown":"https://wellknown.network/agents/mql-mcp/record.md","api":"https://wellknown.network/api/v1/agents/mql-mcp","status":"https://wellknown.network/api/v1/agents/mql-mcp/status","claim":"https://wellknown.network/agents/mql-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/mql-mcp/claim.json","badge":"https://wellknown.network/agents/mql-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/mql-mcp/history","tools":"https://wellknown.network/api/v1/agents/mql-mcp/tools"},"ard":{"identifier":"urn:air::server:mql-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"mql-mcp","summary":"MetaTrader 4/5 MCP server - 6 tools for MQL4/MQL5 docs lookup, code validation, and code generation","description":"[![MetaTraderMCP](/TheFractalyst/MetatraderMCP/raw/main/assets/banner.svg)](https://github.com/TheFractalyst/MetatraderMCP)\n\n[![PyPI](https://img.shields.io/pypi/v/mql-mcp?color=blue)](https://pypi.org/project/mql-mcp/)\n[![Python](https://img.shields.io/badge/Python-3.10+-3776AB?logo=python&logoColor=white)](https://python.org/)\n[![ChromaDB](https://img.shields.io/badge/ChromaDB-FF6F00)](https://trychroma.com/)\n[![MCP](https://img.shields.io/badge/MCP-Protocol-blue)](https://modelcontextprotocol.io/)\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](LICENSE)\n[![Tests](https://github.com/TheFractalyst/MetatraderMCP/actions/workflows/ci.yml/badge.svg)](https://github.com/TheFractalyst/MetatraderMCP/actions/workflows/ci.yml)\n\nComplete MQL4/MQL5 reference documentation MCP server with 4853 entries\ncovering 100% of the official MetaTrader 4/5 documentation sitemaps.\n\n[Quick Start](#quick-start) |\n[Tools](#tools) |\n[Configuration](#configuration) |\n[Database](#database) |\n[Development](#development)\n\n---\n\n## One Command. Two Minutes. Fully Functional.\n\n```\npip install mql-mcp\nmqlmcp\n```\n\nThat's it. On first run, the server auto-builds the ChromaDB vector store from\nshipped JSON data (takes 30-60 seconds for embedding model download + indexing).\nSubsequent runs start instantly.\n\n**What you get:**\n\n* 6 MCP tools for MQL4/MQL5 docs lookup, code validation, and code generation\n* 4853 entries indexed in a local ChromaDB vector store (100% offline)\n* Sub-millisecond hot cache for priority lookups\n* MetaEditor compiler integration (local, Wine, or SSH) for `mql_compile`\n* MQL4-to-MQL5 automatic migration via `mql_repair`\n* Works with Claude Desktop, Cursor, Windsurf, OpenCode, and any MCP client\n\n**What you need:**\n\n* Python 3.10+\n* Any MCP-compatible AI client\n\n---\n\n## Why MetaTraderMCP?\n\nAI coding assistants hallucinate MQL syntax. MQL5 introduced significant changes\nfrom MQL4 (handle-based indicators, CTrade class, CopyBuffer pattern, event model)\nthat m…","publisher":null,"homepage":"https://github.com/TheFractalyst/MetatraderMCP","repository":"https://github.com/TheFractalyst/MetatraderMCP","version":"1.1.2","license":"MIT License\n        \n        Copyright (c) 2025 TheFractalyst\n …","protocols":["mcp"],"tags":["mcp","mql","mql4","mql5","metatrader","expert-advisor","trading"],"pricing":null,"endpoints":[{"url":"pypi:mql-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"finance.markets","name":"Markets & Trading","confidence":1,"provenance":"declared"},{"slug":"code.generation","name":"Code Generation","confidence":0.917,"provenance":"derived"},{"slug":"dev.docs-lookup","name":"Documentation Lookup","confidence":0.791,"provenance":"derived"}],"categories":["code","dev","finance"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"mql-mcp","registry":"pypi","observedAt":"2026-10-22T14:23:22.790Z","publishedAt":"2026-07-18T10:44:41.210767Z","latestVersion":"1.1.2"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"mql-mcp","url":"https://pypi.org/project/mql-mcp/","firstSeenAt":"2026-09-10T06:23:53.579Z","fetchedAt":"2026-10-22T14:21:15.934Z","normalizedAt":"2026-10-22T14:21:15.934Z"}]},"firstSeenAt":"2026-09-10T06:23:53.579Z","updatedAt":"2026-10-22T14:23:22.790Z"}