--- bezeichner: "io.github.JerryLiu369/agent-web-search" art: "mcp_server" slug: "io-github-jerryliu369-agent-web-search" paketkoordinate: "pypi:agent-web-search-mcp" status: "aktiv" homepage: "https://github.com/JerryLiu369/agent-web-search" erhebungsstand: "2026-10-10T01:17:01.464Z" namensraum: "io.github.JerryLiu369" registerseite: "https://tracevero.com/mcp/io-github-jerryliu369-agent-web-search" abgerufen_am: "2026-10-11" zugangsdaten_erforderlich: false ausfuehrungsort: "lokal" dateisystem_pfadargument: false quelloffen_einsehbar: true roh_beschreibung: "Provider-neutral web_search for AI agents. Grounding + agent search APIs, keyless defaults." version: "0.8.0" roh_umgebungsvariablen: "AGENT_WEB_SEARCH_PROVIDERS, ARK_API_KEY, GEMINI_API_KEY, XAI_API_KEY, DEEPSEEK_API_KEY, AGENT_WEB_SEARCH_RESPONSES_API_KEY, AGENT_WEB_SEARCH_RESPONSES_BASE_URL, AGENT_WEB_SEARCH_MESSAGES_API_KEY, AGENT_WEB_SEARCH_MESSAGES_BASE_URL, TAVILY_API_KEY, BRAVE_SEARCH_API_KEY, PERPLEXITY_API_KEY, YDC_API_KEY, EXA_API_KEY, PARALLEL_API_KEY, ZHIPU_WEB_SEARCH_API_KEY, ZHIPU_CHAT_SEARCH_API_KEY" roh_geheime_pflichtvariablen: "" roh_transportarten: "stdio" roh_pfadargumente: "" roh_repository_url: "https://github.com/JerryLiu369/agent-web-search" roh_paketquellen: "pypi" roh_geheime_pflichtkopfzeilen: "" roh_pfad_umgebungsvariablen: "" roh_remote_adressen: "" roh_remote_hosts: "" roh_statusmeldung: "" roh_veroeffentlicht_am: "2026-10-01" roh_aktualisiert_am: "2026-10-01" roh_schemafassung: "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json" roh_bereitstellungsform: "paket" roh_repository_quelle: "github" roh_repository_unterordner: "" roh_paketbezeichner: "agent-web-search-mcp" roh_paketversionen: "0.8.0" roh_laufzeithinweise: "" roh_umgebungsformate: "" roh_umgebungsbeschreibungen: "AGENT_WEB_SEARCH_MESSAGES_API_KEY=Generic Anthropic Messages API key for web search grounding · AGENT_WEB_SEARCH_MESSAGES_BASE_URL=Generic Anthropic Messages API base URL; defaults to https://api.anthropic.com · AGENT_WEB_SEARCH_PROVIDERS=Comma-separated startup-enabled provider set; defaults to ddgs,exa,parallel (all keyless) · AGENT_WEB_SEARCH_RESPONSES_API_KEY=Generic Responses API key for web search grounding (falls back to OPENAI_API_KEY) · AGENT_WEB_SEARCH_RESPONSES_BASE_URL=Generic Responses API base URL; defaults to https://api.openai.com/v1 · ARK_API_KEY=Volcengine Ark API key for Doubao grounding · BRAVE_SEARCH_API_KEY=Brave Search API key · DEEPSEEK_API_KEY=DeepSeek API key for native web search · EXA_API_KEY=Optional Exa key; free MCP fallback without it · GEMINI_API_KEY=Google Gemini API key for Google Search grounding · PARALLEL_API_KEY=Optional Parallel key; free MCP fallback without it · PERPLEXITY_API_KEY=Perplexity API key for structured search · TAVILY_API_KEY=Tavily API key for agent-oriented search · XAI_API_KEY=xAI API key for Grok web/X search · YDC_API_KEY=You.com API key · ZHIPU_CHAT_SEARCH_API_KEY=Zhipu Chat Completions native web search key · ZHIPU_WEB_SEARCH_API_KEY=Zhipu standalone Web Search API key" roh_symbolformate: "" roh_verbindungswege: "{\"packages\":[{\"registryType\":\"pypi\",\"identifier\":\"agent-web-search-mcp\",\"version\":\"0.8.0\",\"transport\":\"stdio\",\"environment\":[{\"name\":\"AGENT_WEB_SEARCH_PROVIDERS\",\"description\":\"Comma-separated startup-enabled provider set; defaults to ddgs,exa,parallel (all keyless)\",\"required\":false,\"secret\":false},{\"name\":\"ARK_API_KEY\",\"description\":\"Volcengine Ark API key for Doubao grounding\",\"required\":false,\"secret\":true},{\"name\":\"GEMINI_API_KEY\",\"description\":\"Google Gemini API key for Google Search grounding\",\"required\":false,\"secret\":true},{\"name\":\"XAI_API_KEY\",\"description\":\"xAI API key for Grok web/X search\",\"required\":false,\"secret\":true},{\"name\":\"DEEPSEEK_API_KEY\",\"description\":\"DeepSeek API key for native web search\",\"required\":false,\"secret\":true},{\"name\":\"AGENT_WEB_SEARCH_RESPONSES_API_KEY\",\"description\":\"Generic Responses API key for web search grounding (falls back to OPENAI_API_KEY)\",\"required\":false,\"secret\":true},{\"name\":\"AGENT_WEB_SEARCH_RESPONSES_BASE_URL\",\"description\":\"Generic Responses API base URL; defaults to https://api.openai.com/v1\",\"required\":false,\"secret\":false},{\"name\":\"AGENT_WEB_SEARCH_MESSAGES_API_KEY\",\"description\":\"Generic Anthropic Messages API key for web search grounding\",\"required\":false,\"secret\":true},{\"name\":\"AGENT_WEB_SEARCH_MESSAGES_BASE_URL\",\"description\":\"Generic Anthropic Messages API base URL; defaults to https://api.anthropic.com\",\"required\":false,\"secret\":false},{\"name\":\"TAVILY_API_KEY\",\"description\":\"Tavily API key for agent-oriented search\",\"required\":false,\"secret\":true},{\"name\":\"BRAVE_SEARCH_API_KEY\",\"description\":\"Brave Search API key\",\"required\":false,\"secret\":true},{\"name\":\"PERPLEXITY_API_KEY\",\"description\":\"Perplexity API key for structured search\",\"required\":false,\"secret\":true},{\"name\":\"YDC_API_KEY\",\"description\":\"You.com API key\",\"required\":false,\"secret\":true},{\"name\":\"EXA_API_KEY\",\"description\":\"Optional Exa key; free MCP fallback without it\",\"required\":false,\"secret\":true},{\"name\":\"PARALLEL_API_KEY\",\"description\":\"Optional Parallel key; free MCP fallback without it\",\"required\":false,\"secret\":true},{\"name\":\"ZHIPU_WEB_SEARCH_API_KEY\",\"description\":\"Zhipu standalone Web Search API key\",\"required\":false,\"secret\":true},{\"name\":\"ZHIPU_CHAT_SEARCH_API_KEY\",\"description\":\"Zhipu Chat Completions native web search key\",\"required\":false,\"secret\":true}],\"additional_arguments_declared\":false}],\"remotes\":[]}" --- # Agent Web Search ## Measured values | Property | Value | Source | Collected on | Level of trust | Raw declaration | | --- | --- | --- | --- | --- | --- | | Required secrets declared | false | MCP-Register | 2026-09-07T01:17:01.753Z | abgeleitet | roh_geheime_pflichtvariablen: ; roh_geheime_pflichtkopfzeilen: | | Execution location | lokal | MCP-Register | 2026-09-07T01:17:01.753Z | abgeleitet | roh_transportarten: stdio | | Path argument present | false | MCP-Register | 2026-09-07T01:17:01.753Z | abgeleitet | roh_pfadargumente: ; roh_pfad_umgebungsvariablen: | | Repository URL listed | true | MCP-Register | 2026-09-07T01:17:01.753Z | abgeleitet | roh_repository_url: https://github.com/JerryLiu369/agent-web-search | | Description (raw) | Provider-neutral web_search for AI agents. Grounding + agent search APIs, keyless defaults. | MCP-Register | 2026-09-07T01:17:01.753Z | selbstauskunft | | | Declared version | 0.8.0 | MCP-Register | 2026-10-02T01:17:01.536Z | selbstauskunft | | | Environment variables (raw) | AGENT_WEB_SEARCH_PROVIDERS, ARK_API_KEY, GEMINI_API_KEY, XAI_API_KEY, DEEPSEEK_API_KEY, AGENT_WEB_SEARCH_RESPONSES_API_KEY, AGENT_WEB_SEARCH_RESPONSES_BASE_URL, AGENT_WEB_SEARCH_MESSAGES_API_KEY, AGENT_WEB_SEARCH_MESSAGES_BASE_URL, TAVILY_API_KEY, BRAVE_SEARCH_API_KEY, PERPLEXITY_API_KEY, YDC_API_KEY, EXA_API_KEY, PARALLEL_API_KEY, ZHIPU_WEB_SEARCH_API_KEY, ZHIPU_CHAT_SEARCH_API_KEY | MCP-Register | 2026-10-02T01:17:01.536Z | selbstauskunft | | | Required secret variables (raw) | | MCP-Register | 2026-09-07T01:17:01.753Z | selbstauskunft | | | Transports (raw) | stdio | MCP-Register | 2026-09-07T01:17:01.753Z | selbstauskunft | | | Path arguments (raw) | | MCP-Register | 2026-09-07T01:17:01.753Z | selbstauskunft | | | Repository (raw) | https://github.com/JerryLiu369/agent-web-search | MCP-Register | 2026-09-07T01:17:01.753Z | selbstauskunft | | | Package registries (raw) | pypi | MCP-Register | 2026-09-07T01:17:01.753Z | selbstauskunft | | | Required secret headers (raw) | | MCP-Register | 2026-09-07T01:17:01.753Z | selbstauskunft | | | Path environment variables (raw) | | MCP-Register | 2026-09-07T01:17:01.753Z | selbstauskunft | | | Remote URLs (raw) | | MCP-Register | 2026-09-07T01:17:01.753Z | selbstauskunft | | | Remote hosts (raw) | | MCP-Register | 2026-09-07T01:17:01.753Z | selbstauskunft | | | Registry status message (raw) | | MCP-Register | 2026-09-07T01:17:01.753Z | selbstauskunft | | | First listed in the registry (raw) | 2026-10-01 | MCP-Register | 2026-10-02T01:17:01.536Z | selbstauskunft | | | Last changed in the registry (raw) | 2026-10-01 | MCP-Register | 2026-10-02T01:17:01.536Z | selbstauskunft | | | Schema version of the raw record (raw) | https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json | MCP-Register | 2026-09-07T01:17:01.753Z | selbstauskunft | | | Delivery form (raw) | paket | MCP-Register | 2026-09-07T01:17:01.753Z | selbstauskunft | | | Repository platform (raw) | github | MCP-Register | 2026-09-07T01:17:01.753Z | selbstauskunft | | | Repository subfolder (raw) | | MCP-Register | 2026-09-07T01:17:01.753Z | selbstauskunft | | | Package identifiers (raw) | agent-web-search-mcp | MCP-Register | 2026-09-07T01:17:01.753Z | selbstauskunft | | | Package versions (raw) | 0.8.0 | MCP-Register | 2026-10-02T01:17:01.536Z | selbstauskunft | | | Runtime hints (raw) | | MCP-Register | 2026-09-07T01:17:01.753Z | selbstauskunft | | | Environment variable formats (raw) | | MCP-Register | 2026-09-07T01:17:01.753Z | selbstauskunft | | | Environment variable descriptions (raw) | AGENT_WEB_SEARCH_MESSAGES_API_KEY=Generic Anthropic Messages API key for web search grounding · AGENT_WEB_SEARCH_MESSAGES_BASE_URL=Generic Anthropic Messages API base URL; defaults to https://api.anthropic.com · AGENT_WEB_SEARCH_PROVIDERS=Comma-separated startup-enabled provider set; defaults to ddgs,exa,parallel (all keyless) · AGENT_WEB_SEARCH_RESPONSES_API_KEY=Generic Responses API key for web search grounding (falls back to OPENAI_API_KEY) · AGENT_WEB_SEARCH_RESPONSES_BASE_URL=Generic Responses API base URL; defaults to https://api.openai.com/v1 · ARK_API_KEY=Volcengine Ark API key for Doubao grounding · BRAVE_SEARCH_API_KEY=Brave Search API key · DEEPSEEK_API_KEY=DeepSeek API key for native web search · EXA_API_KEY=Optional Exa key; free MCP fallback without it · GEMINI_API_KEY=Google Gemini API key for Google Search grounding · PARALLEL_API_KEY=Optional Parallel key; free MCP fallback without it · PERPLEXITY_API_KEY=Perplexity API key for structured search · TAVILY_API_KEY=Tavily API key for agent-oriented search · XAI_API_KEY=xAI API key for Grok web/X search · YDC_API_KEY=You.com API key · ZHIPU_CHAT_SEARCH_API_KEY=Zhipu Chat Completions native web search key · ZHIPU_WEB_SEARCH_API_KEY=Zhipu standalone Web Search API key | MCP-Register | 2026-10-02T01:17:01.536Z | selbstauskunft | | | Icon formats (raw) | | MCP-Register | 2026-09-07T01:17:01.753Z | selbstauskunft | | | Connection paths (source structure) | {"packages":[{"registryType":"pypi","identifier":"agent-web-search-mcp","version":"0.8.0","transport":"stdio","environment":[{"name":"AGENT_WEB_SEARCH_PROVIDERS","description":"Comma-separated startup-enabled provider set; defaults to ddgs,exa,parallel (all keyless)","required":false,"secret":false},{"name":"ARK_API_KEY","description":"Volcengine Ark API key for Doubao grounding","required":false,"secret":true},{"name":"GEMINI_API_KEY","description":"Google Gemini API key for Google Search grounding","required":false,"secret":true},{"name":"XAI_API_KEY","description":"xAI API key for Grok web/X search","required":false,"secret":true},{"name":"DEEPSEEK_API_KEY","description":"DeepSeek API key for native web search","required":false,"secret":true},{"name":"AGENT_WEB_SEARCH_RESPONSES_API_KEY","description":"Generic Responses API key for web search grounding (falls back to OPENAI_API_KEY)","required":false,"secret":true},{"name":"AGENT_WEB_SEARCH_RESPONSES_BASE_URL","description":"Generic Responses API base URL; defaults to https://api.openai.com/v1","required":false,"secret":false},{"name":"AGENT_WEB_SEARCH_MESSAGES_API_KEY","description":"Generic Anthropic Messages API key for web search grounding","required":false,"secret":true},{"name":"AGENT_WEB_SEARCH_MESSAGES_BASE_URL","description":"Generic Anthropic Messages API base URL; defaults to https://api.anthropic.com","required":false,"secret":false},{"name":"TAVILY_API_KEY","description":"Tavily API key for agent-oriented search","required":false,"secret":true},{"name":"BRAVE_SEARCH_API_KEY","description":"Brave Search API key","required":false,"secret":true},{"name":"PERPLEXITY_API_KEY","description":"Perplexity API key for structured search","required":false,"secret":true},{"name":"YDC_API_KEY","description":"You.com API key","required":false,"secret":true},{"name":"EXA_API_KEY","description":"Optional Exa key; free MCP fallback without it","required":false,"secret":true},{"name":"PARALLEL_API_KEY","description":"Optional Parallel key; free MCP fallback without it","required":false,"secret":true},{"name":"ZHIPU_WEB_SEARCH_API_KEY","description":"Zhipu standalone Web Search API key","required":false,"secret":true},{"name":"ZHIPU_CHAT_SEARCH_API_KEY","description":"Zhipu Chat Completions native web search key","required":false,"secret":true}],"additional_arguments_declared":false}],"remotes":[]} | MCP-Register | 2026-10-02T01:17:01.536Z | selbstauskunft | | ## Links - Namespace: [[namensraum/io-github-jerryliu369|io.github.JerryLiu369]] --- - Registry page: - Retrieved on: 2026-10-11