Provider-neutral web_search for AI agents. Grounding + agent search APIs, keyless defaults.
Agent Web Search is an MCP integration. Provider-neutral web_search for AI agents. Grounding + agent search APIs, keyless defaults.
The published pypi package is agent-web-search-mcp, version 0.8.0. Its declared MCP transport is stdio.
The package declares AGENT_WEB_SEARCH_PROVIDERS: Comma-separated startup-enabled provider set; defaults to ddgs,exa,parallel (all keyless); ARK_API_KEY: Volcengine Ark API key for Doubao grounding; GEMINI_API_KEY: Google Gemini API key for Google Search grounding; XAI_API_KEY: xAI API key for Grok web/X search; DEEPSEEK_API_KEY: DeepSeek API key for native web search; 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; 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; TAVILY_API_KEY: Tavily API key for agent-oriented search; BRAVE_SEARCH_API_KEY: Brave Search API key; PERPLEXITY_API_KEY: Perplexity API key for structured search; YDC_API_KEY: You.com API key; EXA_API_KEY: Optional Exa key; free MCP fallback without it; PARALLEL_API_KEY: Optional Parallel key; free MCP fallback without it; ZHIPU_WEB_SEARCH_API_KEY: Zhipu standalone Web Search API key; ZHIPU_CHAT_SEARCH_API_KEY: Zhipu Chat Completions native web search key.
Check the maintainer’s instructions for account access, authentication and the supported client configuration. Once connected, inspect the tools your client receives and try a small task that matches the server’s stated purpose. The registry description does not include a verified, complete tool list.
View the publisher’s registry entry · Project repository · Project website. This profile uses version 0.8.0 from the registry. Registration identifies the publisher namespace; it does not establish that this is a first-party integration for every service it connects.
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| Variable | Description | Required |
|---|---|---|
| AGENT_WEB_SEARCH_PROVIDERS | Comma-separated startup-enabled provider set; defaults to ddgs,exa,parallel (all keyless) | Optional |
| ARK_API_KEY | Volcengine Ark API key for Doubao grounding | Optional |
| GEMINI_API_KEY | Google Gemini API key for Google Search grounding | Optional |
| XAI_API_KEY | xAI API key for Grok web/X search | Optional |
| DEEPSEEK_API_KEY | DeepSeek API key for native web search | Optional |
| AGENT_WEB_SEARCH_RESPONSES_API_KEY | Generic Responses API key for web search grounding (falls back to OPENAI_API_KEY) | Optional |
| AGENT_WEB_SEARCH_RESPONSES_BASE_URL | Generic Responses API base URL; defaults to https://api.openai.com/v1 | Optional |
| AGENT_WEB_SEARCH_MESSAGES_API_KEY | Generic Anthropic Messages API key for web search grounding | Optional |
| AGENT_WEB_SEARCH_MESSAGES_BASE_URL | Generic Anthropic Messages API base URL; defaults to https://api.anthropic.com | Optional |
| TAVILY_API_KEY | Tavily API key for agent-oriented search | Optional |
| BRAVE_SEARCH_API_KEY | Brave Search API key | Optional |
| PERPLEXITY_API_KEY | Perplexity API key for structured search | Optional |
| YDC_API_KEY | You.com API key | Optional |
| EXA_API_KEY | Optional Exa key; free MCP fallback without it | Optional |
| PARALLEL_API_KEY | Optional Parallel key; free MCP fallback without it | Optional |
| ZHIPU_WEB_SEARCH_API_KEY | Zhipu standalone Web Search API key | Optional |
| ZHIPU_CHAT_SEARCH_API_KEY | Zhipu Chat Completions native web search key | Optional |
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