{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_n7n87wtjcbm6","handle":"fd-open-data-mcp","url":"https://wellknown.network/agents/fd-open-data-mcp","links":{"self":"https://wellknown.network/agents/fd-open-data-mcp/record.json","html":"https://wellknown.network/agents/fd-open-data-mcp","markdown":"https://wellknown.network/agents/fd-open-data-mcp/record.md","api":"https://wellknown.network/api/v1/agents/fd-open-data-mcp","status":"https://wellknown.network/api/v1/agents/fd-open-data-mcp/status","claim":"https://wellknown.network/agents/fd-open-data-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/fd-open-data-mcp/claim.json","badge":"https://wellknown.network/agents/fd-open-data-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/fd-open-data-mcp/history","tools":"https://wellknown.network/api/v1/agents/fd-open-data-mcp/tools"},"ard":{"identifier":"urn:air::server:fd-open-data-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"fd-open-data-mcp","summary":"Open-data ontology MCP: a semantic concept layer over multi-datasource financial/economic data","description":"# fd-open-data-mcp\n\n> **Wire (柏讯) product line** · the open-data supply line of [FindData](https://www.finddatatech.cloud/products/wire) — 柏讯线开源核心：开放数据本体与语义供给。\n\n**English** | [中文](README.zh-CN.md)\n\nAn **open-data ontology MCP**: a semantic concept layer over multi-datasource\nfinancial/economic data. You ask for data by **concept + entity** (e.g. \"price.close\nof Moutai\", \"GDP of China\"); the system resolves concepts to physical columns in\neach source, ranks candidate sources by quality and reachability, fetches from\nthe best one (with failover), caches per concept, and refreshes on a\nper-concept schedule.\n\nIt consumes finddata's `fd-*` datasource registry and `fd-entities-indicators`\n**read-only**, and adds the unified layer on top.\n\n## One-command install\n\nA single self-contained block that bootstraps the whole finddata open-data stack\n(hub + all datasource packages + the ontology database). Re-runnable; stops at\nthe first error.\n\n```bash\n# 1) Install the full stack from PyPI.\n#    fd-open-data-protocol comes in transitively; fd-polygon and fd-cn-report\n#    self-register via entry points. Drop \"[data]\" for a light install (MCP\n#    server + CLI only, no akshare/yfinance SDKs). \"[data]\" excludes the\n#    browser-rendering stack; add it via \"[data,browser]\" when\n#    scrapling/playwright is needed.\npip install \"fd-open-data-mcp[data]\" fd-polygon fd-cn-report\n\n# 2) Initialize the ontology DB and wire every layer: catalog -> concepts\n#    -> column bindings -> per-source entity ids -> refresh schedules\n#    -> manifest.\nfd-open-data-mcp migrate \\\n  && fd-open-data-mcp import-catalog \\\n  && fd-open-data-mcp consume-concepts \\\n  && fd-open-data-mcp propose-bindings \\\n  && fd-open-data-mcp seed-entities \\\n  && fd-open-data-mcp generate-schedules \\\n  && fd-open-data-mcp register-discovered\n\n# 3) Start the MCP server (stdio transport, for any MCP client).\nfd-open-data-mcp serve\n```\n\nReal-data fetching needs datasource keys in the environment (never commit\nthem): `POLYGON_A…","publisher":{"name":"FindDataOfficial","url":null},"homepage":"https://github.com/FindDataTechnology/fd-open-data-mcp#readme","repository":"https://github.com/FindDataTechnology/fd-open-data-mcp/releases","version":"0.5.55","license":"MIT","protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:fd-open-data-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":"infra.browser-automation","name":"Browser Automation","confidence":0.836,"provenance":"derived"},{"slug":"knowledge.knowledge-graph","name":"Knowledge Graphs","confidence":0.825,"provenance":"derived"},{"slug":"commerce.ecommerce","name":"E-commerce Operations","confidence":0.814,"provenance":"derived"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"provenance":"derived"}],"categories":["commerce","dev","infra","knowledge"],"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":"fd-open-data-mcp","registry":"pypi","observedAt":"2026-11-09T04:26:59.992Z","publishedAt":"2026-11-09T03:59:34.684456Z","latestVersion":"0.5.55"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"fd-open-data-mcp","url":"https://pypi.org/project/fd-open-data-mcp/","firstSeenAt":"2026-09-09T15:22:37.234Z","fetchedAt":"2026-11-09T04:26:16.556Z","normalizedAt":"2026-11-09T04:26:16.556Z"}]},"firstSeenAt":"2026-09-09T15:22:37.234Z","updatedAt":"2026-11-09T04:26:59.992Z"}