{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_tehh9xhnbngg","handle":"jesse-mcp","url":"https://wellknown.network/agents/jesse-mcp","links":{"self":"https://wellknown.network/agents/jesse-mcp/record.json","html":"https://wellknown.network/agents/jesse-mcp","markdown":"https://wellknown.network/agents/jesse-mcp/record.md","api":"https://wellknown.network/api/v1/agents/jesse-mcp","status":"https://wellknown.network/api/v1/agents/jesse-mcp/status","claim":"https://wellknown.network/agents/jesse-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/jesse-mcp/claim.json","badge":"https://wellknown.network/agents/jesse-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/jesse-mcp/history","tools":"https://wellknown.network/api/v1/agents/jesse-mcp/tools"},"ard":{"identifier":"urn:air::server:jesse-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"jesse-mcp","summary":"MCP server for Jesse algorithmic trading framework","description":"# Jesse MCP Server\n\n[![PyPI version](https://badge.fury.io/py/jesse-mcp.svg)](https://badge.fury.io/py/jesse-mcp)\n[![Python 3.10+](https://img.shields.io/badge/python-3.10+-blue.svg)](https://www.python.org/downloads/)\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\n\nAn MCP (Model Context Protocol) server that exposes Jesse's algorithmic trading framework capabilities to LLM agents.\n\n## Status: Feature Complete ✅\n\nAll planned features implemented and tested. 32 tools available (17 core + 15 agent).\n\n## Installation\n\n### PyPI\n\n```bash\npip install jesse-mcp\n```\n\n### uvx (recommended for running directly)\n\n```bash\nuvx jesse-mcp\n```\n\n### Arch Linux (AUR)\n\n```bash\nyay -S jesse-mcp\n# or\nparu -S jesse-mcp\n```\n\n### From Source\n\n```bash\ngit clone https://github.com/bkuri/jesse-mcp.git\ncd jesse-mcp\npip install -e .\n```\n\n## Usage\n\n```bash\n# stdio transport (default, for MCP clients)\njesse-mcp\n\n# HTTP transport (for remote access)\njesse-mcp --transport http --port 8100\n\n# Show help\njesse-mcp --help\n```\n\n### Environment Variables\n\n| Variable | Description | Default |\n|----------|-------------|---------|\n| `JESSE_URL` | Jesse REST API URL | `http://localhost:9000` |\n| `JESSE_PASSWORD` | Jesse UI password | (required) |\n| `JESSE_API_TOKEN` | Pre-generated API token | (alternative to password) |\n\n## Features\n\n- **Backtesting** - Single and batch backtest execution via Jesse REST API\n- **Optimization** - Hyperparameter tuning with walk-forward validation  \n- **Monte Carlo Analysis** - Statistical robustness testing\n- **Pairs Trading** - Cointegration testing and strategy generation\n- **Strategy Management** - CRUD operations for trading strategies\n- **Risk Analysis** - VaR, stress testing, comprehensive risk reports\n- **Agent Tools** - 15 specialized tools for autonomous trading workflows\n\n## Architecture\n\n```\nLLM Agent ←→ MCP Protocol ←→ jesse-mcp ←→ Jesse REST API (localhost:9000)\n                                    ↓\n  …","publisher":null,"homepage":"https://github.com/bkuri/jesse-mcp#readme","repository":"https://github.com/bkuri/jesse-mcp/releases","version":"1.0.0","license":null,"protocols":["mcp"],"tags":["algorithmic-trading","backtesting","jesse","mcp","optimization","pairs-trading","quantitative-finance","risk-analysis","trading"],"pricing":null,"endpoints":[{"url":"pypi:jesse-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"finance.markets","name":"Markets & Trading","confidence":1,"provenance":"declared"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"}],"categories":["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":"jesse-mcp","registry":"pypi","observedAt":"2026-09-15T21:22:11.788Z","publishedAt":"2026-02-18T02:05:46.199669Z","latestVersion":"1.0.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"jesse-mcp","url":"https://pypi.org/project/jesse-mcp/","firstSeenAt":"2026-09-09T22:22:24.121Z","fetchedAt":"2026-09-15T21:20:45.092Z","normalizedAt":"2026-09-15T21:20:45.092Z"}]},"firstSeenAt":"2026-09-09T22:22:24.121Z","updatedAt":"2026-09-15T21:22:11.788Z"}