{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_ew8jesetbghv","handle":"quantifyme-mcp","url":"https://wellknown.network/agents/quantifyme-mcp","links":{"self":"https://wellknown.network/agents/quantifyme-mcp/record.json","html":"https://wellknown.network/agents/quantifyme-mcp","markdown":"https://wellknown.network/agents/quantifyme-mcp/record.md","api":"https://wellknown.network/api/v1/agents/quantifyme-mcp","status":"https://wellknown.network/api/v1/agents/quantifyme-mcp/status","claim":"https://wellknown.network/agents/quantifyme-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/quantifyme-mcp/claim.json","badge":"https://wellknown.network/agents/quantifyme-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/quantifyme-mcp/history","tools":"https://wellknown.network/api/v1/agents/quantifyme-mcp/tools"},"ard":{"identifier":"urn:air::server:quantifyme-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"quantifyme-mcp","summary":"Claude MCP server for QuantifyMe — deploy trading strategies from natural language.","description":"# quantifyme-mcp\n\nClaude MCP server for [QuantifyMe](https://quantifyme.ai) — deploy algorithmic trading strategies from natural language.\n\n## Install\n\n```bash\n# Recommended — isolates the install, no Python version fiddling\npipx install quantifyme-mcp\nclaude mcp add quantifyme quantifyme-mcp\n```\n\nOr with [uvx](https://docs.astral.sh/uv/) (no install):\n\n```bash\nclaude mcp add quantifyme uvx quantifyme-mcp\n```\n\nOr plain `pip` if your default Python is 3.10+:\n\n```bash\npip install quantifyme-mcp\nclaude mcp add quantifyme quantifyme-mcp\n```\n\n## Use in Claude\n\nOnce registered, ask Claude:\n\n> Deploy a strategy that buys EURUSD when RSI hits 30 and sells when it hits 70.\n\nClaude will call the `one_shot` tool, which generates the strategy code, trains a model on 28 days of OHLC data, and deploys it live. You get a webhook/Telegram-ready URL back.\n\n## Environment\n\n- `QUANTIFYME_API_KEY` — your personal key (optional; anonymous trial key auto-created if unset)\n- `QUANTIFYME_BASE_URL` — override API base (default `https://api.quantifyme.ai`)\n\n## Tools exposed\n\n| Tool | Purpose |\n|---|---|\n| `one_shot` | Prompt → generate → train → deploy → live signal URL |\n| `list_models` | User's trained models with train/test stats |\n| `list_deployed` | Currently live models |\n| `get_trial_key` | Anonymous trial key (50 credits, no signup) |\n| `generate_strategy` | Code-only generation (no training) |\n\n## License\n\nMIT","publisher":null,"homepage":"https://api.quantifyme.ai/openapi.json","repository":"https://github.com/malcolm1232/HFTAgent","version":"0.2.0","license":"MIT","protocols":["mcp"],"tags":["backtesting","claude","mcp","quantifyme","quantitative","trading"],"pricing":null,"endpoints":[{"url":"pypi:quantifyme-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"}],"categories":["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":"quantifyme-mcp","registry":"pypi","observedAt":"2026-11-03T23:22:46.274Z","publishedAt":"2026-05-19T11:29:26.362082Z","latestVersion":"0.2.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"quantifyme-mcp","url":"https://pypi.org/project/quantifyme-mcp/","firstSeenAt":"2026-09-10T10:25:11.922Z","fetchedAt":"2026-11-03T23:20:45.455Z","normalizedAt":"2026-11-03T23:20:45.455Z"}]},"firstSeenAt":"2026-09-10T10:25:11.922Z","updatedAt":"2026-11-03T23:22:46.274Z"}