{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_rcf8933azx8m","handle":"iflow-mcp-aitrados-finance-trading-ai-agents-mcp","url":"https://wellknown.network/agents/iflow-mcp-aitrados-finance-trading-ai-agents-mcp","links":{"self":"https://wellknown.network/agents/iflow-mcp-aitrados-finance-trading-ai-agents-mcp/record.json","html":"https://wellknown.network/agents/iflow-mcp-aitrados-finance-trading-ai-agents-mcp","markdown":"https://wellknown.network/agents/iflow-mcp-aitrados-finance-trading-ai-agents-mcp/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-aitrados-finance-trading-ai-agents-mcp","status":"https://wellknown.network/api/v1/agents/iflow-mcp-aitrados-finance-trading-ai-agents-mcp/status","claim":"https://wellknown.network/agents/iflow-mcp-aitrados-finance-trading-ai-agents-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-aitrados-finance-trading-ai-agents-mcp/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-aitrados-finance-trading-ai-agents-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-aitrados-finance-trading-ai-agents-mcp/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-aitrados-finance-trading-ai-agents-mcp/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-aitrados-finance-trading-ai-agents-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_aitrados-finance-trading-ai-agents-mcp","summary":"A free, specialized MCP server for financial analysis and quantitative trading. Provides one-click setup for local financial MCP services with department-based architecture simulating financial company operations. Supports traditional indicators, price action analysis, economic calendar, fundamenta…","description":"# Finance Trading AI Agents MCP\n\n[![PyPI version](https://badge.fury.io/py/finance-trading-ai-agents-mcp.svg)](https://badge.fury.io/py/finance-trading-ai-agents-mcp)\n[![Python Support](https://img.shields.io/pypi/pyversions/finance-trading-ai-agents-mcp.svg)](https://pypi.org/project/finance-trading-ai-agents-mcp/)\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\n\nA free, professional, open-source financial analysis and quantitative trading MCP server. It lets you deploy a local financial MCP service with one command, using a departmental architecture that simulates a real financial firm's operations. It supports traditional indicators, price action analysis, economic calendar, fundamentals, and news integration—providing seamless interaction with LLMs and algorithmic trading.\n\n## 💬 Community & Support\n\n[![WeChat Group](https://img.shields.io/badge/💬_微信讨论群-07C160?style=for-the-badge&logo=wechat&logoColor=white)](https://docs.aitrados.com/wechat_group.png)\n[![Discord](https://img.shields.io/badge/🎮_Discord_Community-5865F2?style=for-the-badge&logo=discord&logoColor=white)](https://discord.gg/aNjVgzZQqe)\n\nJoin our community for discussions, support, and updates!\n\n## ✨ Features\n\n- 🚀 One-click deployment: Quickly spin up a local financial MCP service\n- 🏢 Departmental architecture: Simulates real-world financial company departments\n- 📊 Comprehensive analysis: Traditional technical indicators + price action analysis\n- 📅 Real-time data: Economic calendar, fundamentals,broker/securities information ,and news integration\n- 🤖 AI integration: Interfaces optimized for LLMs\n- ⚡ High performance: Real-time streaming OHLC data processing\n- 🔧 Extensible: Support for custom MCP services\n- MCP can call the broker to query account information, place orders, and cancel orders.\n- 🪩 Support local RPC/PubSub service.you can cross process/software/code languages communication.\n\n## Fastest experience\n- [MCP FOR AI (langc…","publisher":null,"homepage":"https://github.com/aitrados/finance-trading-ai-agents-mcp","repository":"https://github.com/aitrados/finance-trading-ai-agents-mcp/issues","version":"0.0.92","license":"MIT License","protocols":["mcp"],"tags":["ai","mcp","trading","finance","agent","financial","streaming","ohlc"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_aitrados-finance-trading-ai-agents-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"},{"slug":"dev.ci-cd","name":"CI/CD & Deploy","confidence":0.825,"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":"iflow-mcp_aitrados-finance-trading-ai-agents-mcp","registry":"pypi","observedAt":"2026-11-09T07:25:18.785Z","publishedAt":"2026-02-12T14:36:55.155891Z","latestVersion":"0.0.92"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_aitrados-finance-trading-ai-agents-mcp","url":"https://pypi.org/project/iflow-mcp_aitrados-finance-trading-ai-agents-mcp/","firstSeenAt":"2026-09-09T17:22:17.925Z","fetchedAt":"2026-11-09T07:23:56.813Z","normalizedAt":"2026-11-09T07:23:56.813Z"}]},"firstSeenAt":"2026-09-09T17:22:17.925Z","updatedAt":"2026-11-09T07:25:18.785Z"}