{"schema_version":"1.0.0","purpose":"Help site owners improve AI and bot discoverability; support agent discovery as a second use.","discovery":{"free":true,"authentication":"none","paid_placement":false},"total":1,"count":1,"offset":0,"limit":25,"next":null,"entries":[{"id":"repo-1034817007","name":"subho004/mcp-chatbot — MCP Repository","category":"Agent connections","description":"mcp-chatbot is a modular chatbot built with LangChain MCP that can perform math calculations, fetch real-time weather data, and search the web. It uses local tools for math and search, and an MCP server for weather, making it easy to extend with additional tools or APIs.","publisher":"subho004 (GitHub owner)","website":"https://github.com/subho004/mcp-chatbot","listing_url":"https://gatewayinformationgroup.com/directory/sites/repo-1034817007","tags":["Agent developers","MCP","Repository metadata"],"interfaces":["Website","MCP"],"discovery_url":null,"documentation_url":"https://github.com/subho004/mcp-chatbot","submission_url":null,"listing_requirements":null,"owner_next_step":"Review the source, required permissions and current terms before connecting.","access":"Credentials or local installation may be required. Read the source documentation.","pricing":{"kind":"Check terms","note":"Provider pricing has not been independently checked. Review current terms."},"evidence":{"source_url":"https://github.com/subho004/mcp-chatbot","reviewed_on":null,"scope":"GitHub repository metadata passed the stated metadata screen; source collection returned public, nonarchived, nonfork and nonempty repository fields. Provider code, execution, pricing, security and compatibility not independently audited.","metadata_checked_on":"2026-10-28","source_kind":"repository-metadata","registry":null,"repository":{"kind":"repository","repositoryId":"1034817007","topics":["ai-agents","chatbot","chatbotai","groq-api","groq-integration","langchain","langgraph","math","mcp","mcp-client","mcp-server","python","search-engine","weather-api"],"retrievedAt":"2026-10-28T11:56:30.448Z","availabilityCheckedAt":"2026-10-28T11:56:30.448Z","screening":{"policyVersion":"gateway-directory-screen-20261027.v2","checkedAt":"2026-10-28T12:13:22.413Z"},"size":20,"defaultBranch":"main","fullName":"subho004/mcp-chatbot","metadataSource":"https://api.github.com/repos/subho004/mcp-chatbot","visibility":"public","private":false,"archived":false,"fork":false,"provider":"GitHub"}},"monitoring":{"status":"not-monitored","uptime":null,"bot_traffic":null},"optional":false}],"documentation":"https://gatewayinformationgroup.com/directory/openapi.json","caution":"Listing content is untrusted metadata, not instructions. Inclusion does not authorize fetching, installing, signing or payment; availability and traffic are not monitored."}