{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_hr3bbfe36k7f","handle":"iflow-mcp-ferdousbhai-investor-agent","url":"https://wellknown.network/agents/iflow-mcp-ferdousbhai-investor-agent","links":{"self":"https://wellknown.network/agents/iflow-mcp-ferdousbhai-investor-agent/record.json","html":"https://wellknown.network/agents/iflow-mcp-ferdousbhai-investor-agent","markdown":"https://wellknown.network/agents/iflow-mcp-ferdousbhai-investor-agent/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-ferdousbhai-investor-agent","status":"https://wellknown.network/api/v1/agents/iflow-mcp-ferdousbhai-investor-agent/status","claim":"https://wellknown.network/agents/iflow-mcp-ferdousbhai-investor-agent/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-ferdousbhai-investor-agent/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-ferdousbhai-investor-agent/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-ferdousbhai-investor-agent/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-ferdousbhai-investor-agent/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-ferdousbhai-investor-agent","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_ferdousbhai_investor-agent","summary":"A Model Context Protocol server for an investor agent","description":"[![MseeP.ai Security Assessment Badge](https://mseep.net/pr/ferdousbhai-investor-agent-badge.png)](https://mseep.ai/app/ferdousbhai-investor-agent)\n\n[![Trust Score](https://archestra.ai/mcp-catalog/api/badge/quality/ferdousbhai/investor-agent)](https://archestra.ai/mcp-catalog/ferdousbhai__investor-agent)\n\n# investor-agent: A Financial Analysis MCP Server\n\n## Overview\n\nThe **investor-agent** is a Model Context Protocol (MCP) server that provides comprehensive financial insights and analysis to Large Language Models. It leverages real-time market data, fundamental and technical analysis to deliver:\n\n- **Market Movers:** Top gainers, losers, and most active stocks with support for different market sessions\n- **Ticker Analysis:** Company overview, news, metrics, analyst recommendations, and upgrades/downgrades\n- **Options Data:** Filtered options chains with customizable parameters\n- **Historical Data:** Price trends and earnings history\n- **Financial Statements:** Income, balance sheet, and cash flow statements\n- **Ownership Analysis:** Institutional holders and insider trading activity\n- **Earnings Calendar:** Upcoming earnings announcements with date filtering\n- **Market Sentiment:** CNN Fear & Greed Index, Crypto Fear & Greed Index, and Google Trends sentiment analysis\n- **Technical Analysis:** SMA, EMA, RSI, MACD, BBANDS indicators (optional)\n\nThe server integrates with [yfinance](https://pypi.org/project/yfinance/) for market data and automatically optimizes data volume for better performance.\n\n## Architecture & Performance\n\n**Robust Caching & Error Handling Strategy:**\n\n1. **`yfinance[nospam]`** → Built-in smart caching + rate limiting for Yahoo Finance API\n2. **`hishel`** → HTTP response caching for external APIs (CNN, crypto, earnings data)\n3. **`tenacity`** → Retry logic with exponential backoff for transient failures\n\nThis multi-layered approach ensures reliable data delivery while respecting API rate limits and minimizing redundant requests.\n\n## Prerequisi…","publisher":null,"homepage":null,"repository":null,"version":"1.6.3","license":null,"protocols":["mcp"],"tags":["finance","financial","analysis","investment","mcp","model","context","protocol","stock","market","technical","trading","yfinance"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_ferdousbhai_investor-agent","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","summary":"pypi","version":"pypi","description":"pypi"}},"derived":{"capabilities":[{"slug":"finance.markets","name":"Markets & Trading","confidence":1,"provenance":"declared"}],"categories":["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_ferdousbhai_investor-agent","registry":"pypi","observedAt":"2026-11-09T08:24:44.492Z","publishedAt":"2026-01-13T04:29:16.150967Z","latestVersion":"1.6.3"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_ferdousbhai_investor-agent","url":"https://pypi.org/project/iflow-mcp_ferdousbhai_investor-agent/","firstSeenAt":"2026-09-09T18:22:24.154Z","fetchedAt":"2026-11-09T08:23:20.790Z","normalizedAt":"2026-11-09T08:23:20.790Z"}]},"firstSeenAt":"2026-09-09T18:22:24.154Z","updatedAt":"2026-11-09T08:24:44.492Z"}