{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_22fft4dskeq4","handle":"iflow-mcp-flowllm-ai-finance-mcp","url":"https://wellknown.network/agents/iflow-mcp-flowllm-ai-finance-mcp","links":{"self":"https://wellknown.network/agents/iflow-mcp-flowllm-ai-finance-mcp/record.json","html":"https://wellknown.network/agents/iflow-mcp-flowllm-ai-finance-mcp","markdown":"https://wellknown.network/agents/iflow-mcp-flowllm-ai-finance-mcp/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-flowllm-ai-finance-mcp","status":"https://wellknown.network/api/v1/agents/iflow-mcp-flowllm-ai-finance-mcp/status","claim":"https://wellknown.network/agents/iflow-mcp-flowllm-ai-finance-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-flowllm-ai-finance-mcp/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-flowllm-ai-finance-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-flowllm-ai-finance-mcp/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-flowllm-ai-finance-mcp/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-flowllm-ai-finance-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_flowllm-ai-finance-mcp","summary":"LLM-powered MCP server for building financial deep-research agents, integrating web search, Crawl4AI scraping, and entity extraction into composable analysis flows.","description":"# <img src=\"docs/figure/logo.png\" alt=\"Finance MCP Logo\" width=\"4%\" style=\"vertical-align: middle;\"> Finance-MCP\n\n<p>\n  <a href=\"https://pypi.org/project/finance-mcp/\"><img src=\"https://img.shields.io/badge/python-3.10+-blue\" alt=\"Python Version\"></a>\n  <a href=\"https://pypi.org/project/finance-mcp/\"><img src=\"https://img.shields.io/pypi/v/finance-mcp.svg?logo=pypi\" alt=\"PyPI Version\"></a>\n  <a href=\"./LICENSE\"><img src=\"https://img.shields.io/badge/license-Apache--2.0-black\" alt=\"License\"></a>\n  <a href=\"./README.md\"><img src=\"https://img.shields.io/badge/English-Click-yellow\" alt=\"English\"></a>\n  <a href=\"./README_ZH.md\"><img src=\"https://img.shields.io/badge/简体中文-点击查看-orange\" alt=\"简体中文\"></a>\n  <a href=\"https://github.com/flowllm-ai/finance-mcp\"><img src=\"https://img.shields.io/github/stars/flowllm-ai/finance-mcp?style=social\" alt=\"GitHub Stars\"></a>\n</p>\n\n## 📖 Project Overview\n\nFinance MCP is an intelligent agent toolkit and MCP server designed for financial research scenarios. Built on\nthe [FlowLLM](https://github.com/flowllm-ai/flowllm) framework, it integrates components such\nas [Crawl4AI](https://github.com/unclecode/crawl4ai), [Tushare](https://tushare.pro/), [Tavily](https://www.tavily.com/)/[DashScope](https://help.aliyun.com/zh/model-studio/web-search)\nsearch, and more, helping you quickly build professional financial research agent systems.\n\n### 💡 Why Choose Finance MCP?\n\n- ✅ **Zero-Code Configuration**: Combine operators through YAML configuration files without writing service code\n- ✅ **Out-of-the-Box**: Pre-configured 20+ financial research-related flows covering common research scenarios\n- ✅ **Multi-Protocol Support**: Supports both MCP (stdio/SSE/HTTP) and HTTP RESTful API\n- ✅ **Smart Caching**: Built-in multi-level caching mechanism to improve efficiency and reduce costs\n- ✅ **Modular Design**: Each functional module is independently configurable, supporting enable/disable as needed\n\n## 📰 Latest Updates\n\n- **[2025-12]** 🎉 Released finance-mcp …","publisher":null,"homepage":"https://flowllm-ai.github.io/finance-mcp/","repository":"https://github.com/flowllm-ai/finance-mcp","version":"0.1.4","license":"Apache License Version 2.0, January 2004 http://www.apache.org/…","protocols":["mcp"],"tags":["llm","agent","deep-research","financial-research","mcp","model-context-protocol","flowllm","crawl4ai","web-search","tushare"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_flowllm-ai-finance-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":"data.web-search","name":"Web Search","confidence":1,"provenance":"declared"},{"slug":"research.web","name":"Deep Web Research","confidence":1,"provenance":"derived"}],"categories":["data","research"],"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":"iflow-mcp_flowllm-ai-finance-mcp","registry":"pypi","observedAt":"2026-10-28T04:28:24.273Z","publishedAt":"2026-02-11T02:05:50.630586Z","latestVersion":"0.1.4"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_flowllm-ai-finance-mcp","url":"https://pypi.org/project/iflow-mcp_flowllm-ai-finance-mcp/","firstSeenAt":"2026-09-09T18:22:31.166Z","fetchedAt":"2026-10-28T04:27:04.179Z","normalizedAt":"2026-10-28T04:27:04.179Z"}]},"firstSeenAt":"2026-09-09T18:22:31.166Z","updatedAt":"2026-10-28T04:28:24.273Z"}