{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_cspzsdh7upjc","handle":"universal-vibet-search-mcp","url":"https://wellknown.network/agents/universal-vibet-search-mcp","links":{"self":"https://wellknown.network/agents/universal-vibet-search-mcp/record.json","html":"https://wellknown.network/agents/universal-vibet-search-mcp","markdown":"https://wellknown.network/agents/universal-vibet-search-mcp/record.md","api":"https://wellknown.network/api/v1/agents/universal-vibet-search-mcp","status":"https://wellknown.network/api/v1/agents/universal-vibet-search-mcp/status","claim":"https://wellknown.network/agents/universal-vibet-search-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/universal-vibet-search-mcp/claim.json","badge":"https://wellknown.network/agents/universal-vibet-search-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:universal-vibet-search-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"universal-vibet-search-mcp","summary":"Free multi-engine web search MCP server — no API keys required","description":"# Universal VibeT Search MCP\n\n**Free multi-engine web search MCP server — no API keys required.**\n\nBuilt with [FastMCP](https://github.com/jlowin/fastmcp) and [ddgs](https://github.com/deedy5/ddgs).\n\n> **Acknowledgment:** The multi-engine search logic is based on the `web_search` tool from [Vibe-Trading](https://github.com/HKUDS/Vibe-Trading) (MIT License) — an open-source AI trading research workspace by [HKUDS](https://github.com/HKUDS).\n\n## Features\n\n- **Zero API keys** — queries DuckDuckGo, Google, Bing, Brave, Mojeek, Yahoo directly\n- **Retry with backoff** — 3 attempts with exponential backoff for transient failures\n- **News search** — dedicated tool for recent news results\n- **Lightweight** — single file, minimal dependencies\n\n## Quick Start\n\n### Install\n\n```bash\npip install universal-vibet-search-mcp\n```\n\nOr from source:\n\n```bash\ngit clone https://github.com/hdworker/universal-vibet-search-mcp.git\ncd universal-vibet-search-mcp\npip install -e .\n```\n\n### Run as MCP Server\n\n```bash\nuniversal-vibet-search-mcp\n```\n\nOr directly:\n\n```bash\npython -m universal_vibet_search_mcp.server\n```\n\n### Add to Claude Desktop / OpenCode / Cursor\n\nAdd to your MCP config:\n\n```json\n{\n  \"mcpServers\": {\n    \"web-search\": {\n      \"command\": \"universal-vibet-search-mcp\",\n      \"transport\": \"stdio\"\n    }\n  }\n}\n```\n\nOr with Python module:\n\n```json\n{\n  \"mcpServers\": {\n    \"web-search\": {\n      \"command\": \"python\",\n      \"args\": [\"-m\", \"universal_vibet_search_mcp.server\"],\n      \"cwd\": \"/path/to/universal-vibet-search-mcp\",\n      \"transport\": \"stdio\"\n    }\n  }\n}\n```\n\n## Tools\n\n### `web_search`\n\nSearch the web across free engines.\n\n**Parameters:**\n| Name | Type | Default | Description |\n|------|------|---------|-------------|\n| `query` | string | required | Search query |\n| `max_results` | int | 5 | Max results (1-10) |\n\n**Returns:** JSON with `status`, `query`, and `results` array.\n\n### `web_search_news`\n\nSearch recent news across free engines.\n\n**Parameters:**\n| Name | Type | Default | D…","publisher":{"name":"hdworker","url":null},"homepage":"https://github.com/hdworker/universal-vibet-search-mcp","repository":"https://github.com/hdworker/universal-vibet-search-mcp","version":"0.1.1","license":null,"protocols":["mcp"],"tags":["duckduckgo","fastmcp","free-search","mcp","web-search"],"pricing":null,"endpoints":[{"url":"pypi:universal-vibet-search-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"data.web-search","name":"Web Search","confidence":1,"provenance":"declared"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"}],"categories":["data","dev"],"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":"universal-vibet-search-mcp","registry":"pypi","observedAt":"2026-09-10T15:24:59.509Z","publishedAt":"2026-07-02T12:57:53.725814Z","latestVersion":"0.1.1"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"universal-vibet-search-mcp","url":"https://pypi.org/project/universal-vibet-search-mcp/","firstSeenAt":"2026-09-10T15:22:50.915Z","fetchedAt":"2026-09-10T15:22:50.915Z","normalizedAt":"2026-09-10T15:22:50.915Z"}]},"firstSeenAt":"2026-09-10T15:22:50.915Z","updatedAt":"2026-09-10T15:24:59.509Z"}