{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_n8ursz8fev8x","handle":"manifoldbt-mcp","url":"https://wellknown.network/agents/manifoldbt-mcp","links":{"self":"https://wellknown.network/agents/manifoldbt-mcp/record.json","html":"https://wellknown.network/agents/manifoldbt-mcp","markdown":"https://wellknown.network/agents/manifoldbt-mcp/record.md","api":"https://wellknown.network/api/v1/agents/manifoldbt-mcp","status":"https://wellknown.network/api/v1/agents/manifoldbt-mcp/status","claim":"https://wellknown.network/agents/manifoldbt-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/manifoldbt-mcp/claim.json","badge":"https://wellknown.network/agents/manifoldbt-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/manifoldbt-mcp/history","tools":"https://wellknown.network/api/v1/agents/manifoldbt-mcp/tools"},"ard":{"identifier":"urn:air::server:manifoldbt-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"manifoldbt-mcp","summary":"Model Context Protocol (MCP) server for the manifoldbt backtesting engine","description":"# manifoldbt-mcp\n\n[![CI](https://github.com/ClementG91/manifoldbt-mcp/actions/workflows/ci.yml/badge.svg)](https://github.com/ClementG91/manifoldbt-mcp/actions/workflows/ci.yml)\n[![PyPI](https://img.shields.io/pypi/v/manifoldbt-mcp.svg?cacheSeconds=0)](https://pypi.org/project/manifoldbt-mcp/)\n[![Python](https://img.shields.io/pypi/pyversions/manifoldbt-mcp.svg?cacheSeconds=0)](https://pypi.org/project/manifoldbt-mcp/)\n[![License: MIT](https://img.shields.io/badge/License-MIT-blue.svg)](./LICENSE)\n\n> Releasing to PyPI is fully automated via\n> [GitHub Actions + PyPI Trusted Publishing](./docs/RELEASING.md) — just tag\n> `vX.Y.Z` and push.\n\n> **Model Context Protocol (MCP) server for\n> [manifoldbt](https://github.com/Jimmy7892/manifoldbt)** — the Rust-powered\n> backtesting engine for quantitative research.\n\nExpose the full manifoldbt backtesting engine to any MCP-compatible client\n(Claude Desktop, Claude Code, Cursor, Devin, VS Code, Windsurf, …). Let an LLM\nauthor strategies, run backtests, sweep parameters, and generate tearsheets —\nwithout the user writing a line of Python.\n\nThis package is **not affiliated with the manifoldbt authors**; it is a thin\nadapter that imports the published `manifoldbt` wheel and wraps its Python\nAPI behind an MCP server. All heavy lifting is done by the underlying Rust\nengine.\n\n---\n\n## Install\n\n```bash\npip install manifoldbt-mcp\n```\n\nThis pulls in `manifoldbt` and the reference `mcp` Python SDK as\ndependencies. Python 3.10+ is required.\n\nOptional extras:\n\n```bash\npip install \"manifoldbt-mcp[plot]\"   # plotly stack, for plot_tearsheet\npip install \"manifoldbt-mcp[dev]\"    # pytest, ruff, plotly stack\n```\n\n## Run\n\n```bash\nmanifoldbt-mcp                          # stdio transport (default)\nmanifoldbt-mcp --http --port 8765       # streamable-HTTP transport\nmanifoldbt-mcp --http --host 0.0.0.0    # remote deployment\n```\n\n---\n\n## Client configuration\n\n### Claude Desktop\n\n`~/Library/Application Support/Claude/claude_desktop_config.json`\n(or `%…","publisher":{"name":"ClementG91","url":null},"homepage":"https://github.com/ClementG91/manifoldbt-mcp#readme","repository":"https://github.com/ClementG91/manifoldbt-mcp/releases","version":"0.2.0","license":"MIT","protocols":["mcp"],"tags":["backtesting","claude","llm","manifoldbt","mcp","model-context-protocol","quantitative-finance","trading"],"pricing":null,"endpoints":[{"url":"pypi:manifoldbt-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","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"dev.ci-cd","name":"CI/CD & Deploy","confidence":1,"provenance":"derived"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":1,"provenance":"derived"},{"slug":"finance.markets","name":"Markets & Trading","confidence":1,"provenance":"declared"},{"slug":"dev.docs-lookup","name":"Documentation Lookup","confidence":0.791,"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":"manifoldbt-mcp","registry":"pypi","observedAt":"2026-11-09T13:29:13.931Z","publishedAt":"2026-07-18T19:10:24.461295Z","latestVersion":"0.2.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"manifoldbt-mcp","url":"https://pypi.org/project/manifoldbt-mcp/","firstSeenAt":"2026-09-09T23:26:39.459Z","fetchedAt":"2026-11-09T13:28:11.394Z","normalizedAt":"2026-11-09T13:28:11.394Z"}]},"firstSeenAt":"2026-09-09T23:26:39.459Z","updatedAt":"2026-11-09T13:29:13.931Z"}