{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_a6gt9vzcqy5j","handle":"iflow-mcp-ferdousbhai-wsb-analyst","url":"https://wellknown.network/agents/iflow-mcp-ferdousbhai-wsb-analyst","links":{"self":"https://wellknown.network/agents/iflow-mcp-ferdousbhai-wsb-analyst/record.json","html":"https://wellknown.network/agents/iflow-mcp-ferdousbhai-wsb-analyst","markdown":"https://wellknown.network/agents/iflow-mcp-ferdousbhai-wsb-analyst/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-ferdousbhai-wsb-analyst","status":"https://wellknown.network/api/v1/agents/iflow-mcp-ferdousbhai-wsb-analyst/status","claim":"https://wellknown.network/agents/iflow-mcp-ferdousbhai-wsb-analyst/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-ferdousbhai-wsb-analyst/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-ferdousbhai-wsb-analyst/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-ferdousbhai-wsb-analyst/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-ferdousbhai-wsb-analyst/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-ferdousbhai-wsb-analyst","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_ferdousbhai-wsb-analyst","summary":"An MCP server providing tools to analyze WallStreetBets (WSB) discussions.","description":"[![MseeP.ai Security Assessment Badge](https://mseep.net/pr/ferdousbhai-wsb-analyst-mcp-badge.png)](https://mseep.ai/app/ferdousbhai-wsb-analyst-mcp)\n\n# WSB Analyst MCP Server\n\n[![Trust Score](https://archestra.ai/mcp-catalog/api/badge/quality/ferdousbhai/wsb-analyst-mcp)](https://archestra.ai/mcp-catalog/ferdousbhai__wsb-analyst-mcp)\n[![smithery badge](https://smithery.ai/badge/@ferdousbhai/wsb-analyst-mcp)](https://smithery.ai/server/@ferdousbhai/wsb-analyst-mcp)\n\nA Model Context Protocol (MCP) server that provides real-time WallStreetBets data for analysis with Claude or other LLM clients.\n\n<a href=\"https://glama.ai/mcp/servers/@ferdousbhai/wsb-analyst-mcp\">\n  <img width=\"380\" height=\"200\" src=\"https://glama.ai/mcp/servers/@ferdousbhai/wsb-analyst-mcp/badge\" alt=\"WSB Analyst Server MCP server\" />\n</a>\n\n## Features\n\n- **Fetch WallStreetBets Posts**: Filter posts by score, comment count, and content type\n- **Detailed Post Analysis**: Extract comments, links, and metadata from posts\n- **External Link Collection**: Gather links being shared in WSB discussions\n- **Analysis Templates**: Ready-to-use prompt templates for market analysis\n- **Progress Reporting**: Real-time progress updates during data collection\n- **MCP Integration**: Seamless integration with Claude Desktop and other MCP clients\n\n## Requirements\n\n- Python 3.12 or higher\n- Reddit API credentials\n- [Claude Desktop](https://claude.ai/download) or another MCP client\n\n## Installation\n\n### Installing via Smithery\n\nTo install WSB Analyst for Claude Desktop automatically via [Smithery](https://smithery.ai/server/@ferdousbhai/wsb-analyst-mcp):\n\n```bash\nnpx -y @smithery/cli install @ferdousbhai/wsb-analyst-mcp --client claude\n```\n\nClone this repository or download the source files:\n\n```bash\ngit clone https://github.com/ferdousbhai/wsb-analyst-mcp\ncd wsb-analyst-mcp\n```\n\nCreate a virtual environment and install dependencies:\n\n```bash\n# Using uv (recommended)\nuv sync\n```\n\n## Setting Up Reddit API Credentials\n\nTo u…","publisher":null,"homepage":"https://github.com/ferdousbhai/wsb-analyst-mcp","repository":"https://github.com/ferdousbhai/wsb-analyst-mcp","version":"0.1.1","license":"MIT","protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_ferdousbhai-wsb-analyst","type":"package_pypi","auth":null,"probeable":false},{"url":"pypi:iflow-mcp_wsb-analyst","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":"dev.version-control","name":"Version Control","confidence":1,"provenance":"derived"},{"slug":"ai.prompting","name":"Prompt Management","confidence":0.802,"provenance":"derived"}],"categories":["ai","dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; 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