Agent Web Search

Multi-provider web search for AI agents.

Agent Web Search gives Hermes, Codex CLI, Claude Code, OpenCode, and ordinary scripts one consistent web-search tool. It runs independent providers concurrently and returns normalized results. The default provider set is:

• ARK grounding — Volcengine ARK Responses API + web_search (Doubao)

• DDGS — DuckDuckGo search

• Exa — Exa MCP search (best effort; availability depends on the endpoint)

Optional providers are also implemented:

• Gemini — Google Search grounding via Gemini Interactions API

• Grok — xAI Responses API with native web search and X Search

• Tavily — Tavily Search API with native result-count and time-range filters

The architecture is provider-based, so DeepSeek, Brave, and other search-capable providers can be added without changing the MCP or Hermes interfaces.

Quick start

# Omit this line when the ARK provider is not enabled.
export ARK_API_KEY="your_ark_api_key"
pipx install 'git+https://github.com/JerryLiu369/agent-web-search.git'
agent-web-search-mcp

Do not put API keys in shell history, source code, Git commits, or screenshots. Use a local .env/secret manager and export the variable in the process environment.

Related MCP server: GroundRoute

Use from Codex CLI

export ARK_API_KEY="your_ark_api_key"
codex mcp add agent-web-search -- \
  agent-web-search-mcp
codex mcp list

Use from Claude Code

export ARK_API_KEY="your_ark_api_key"
claude mcp add agent-web-search -- \
  agent-web-search-mcp

Or add a project .mcp.json:

{
  "mcpServers": {
    "agent-web-search": {
      "command": "agent-web-search-mcp",
      "args": [],
      "env": {"ARK_API_KEY": "${ARK_API_KEY}"}
    }
  }
}

Use from OpenCode

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "agent-web-search": {
      "type": "local",
      "command": ["agent-web-search-mcp"],
      "environment": {"ARK_API_KEY": "${ARK_API_KEY}"},
      "enabled": true
    }
  }
}

Use from Hermes

Install the native plugin directly from GitHub:

pip install 'ddgs>=9.0'
hermes plugins install JerryLiu369/agent-web-search --no-enable
hermes plugins enable agent-web-search --allow-tool-override

The plugin registers the standard web_search tool and calls the same Agent Web Search core used by MCP and CLI. If you prefer the generic MCP path, Hermes can also connect with hermes mcp add.

The GitHub installer installs the package and its optional dependencies:

pipx install 'git+https://github.com/JerryLiu369/agent-web-search.git'

Hermes requires the explicit --allow-tool-override grant because this plugin intentionally replaces its built-in web_search tool. Start a new Hermes session after enabling it; restart the gateway if you use a messaging channel.

CLI

agent-web-search "What changed in the latest OpenAI Codex CLI?"
agent-web-search "GPU kernel generation papers from the past month" --time-range m --max-results 5
agent-web-search "latest news" --provider ark --provider ddgs

Volcengine collaboration rewards

Agent Web Search does not require participation in any rewards program. Users who choose to use ARK can create their own API key and optionally review the official Volcengine Collaboration Rewards Program. The program may provide reward resources according to its current rules, but quota, supported models, validity period, and data authorization terms can change. Check the official page before opting in. Participation means accepting the provider's data-authorization terms; it is not required to use Agent Web Search.

Configuration

• ARK_API_KEY: optional; required only when the ARK provider is enabled. Comma/newline-separated keys are accepted.

• AGENT_WEB_SEARCH_PROVIDERS: startup-enabled provider set; default is ark,ddgs,exa.

• AGENT_WEB_SEARCH_TIMEOUT: per-provider timeout in seconds (default 60).

• AGENT_WEB_SEARCH_ARK_MODELS: comma-separated ARK model IDs.

• EXA_MCP_URL: optional Exa MCP endpoint override.

• GEMINI_API_KEY: optional Gemini provider key.

• AGENT_WEB_SEARCH_GEMINI_MODEL: optional Gemini model ID.

• XAI_API_KEY: optional Grok provider key.

• AGENT_WEB_SEARCH_GROK_MODEL: optional Grok model ID.

• TAVILY_API_KEY: optional Tavily provider key.

The provider set is resolved when the Hermes plugin or MCP server starts. The public web_search schema is generated from that set. A request can narrow the set with providers, but cannot activate a provider that was disabled at startup. If grok is startup-enabled, the schema additionally exposes grok_search_mode with web_search, x_search, and both values. both passes both xAI server-side tools in one request and lets Grok decide which to call; it does not send two independent requests.

Common search controls

The public interface keeps one provider-neutral set of controls. Each backend maps them to its native API when possible and silently ignores unsupported controls:

Prompt constraints are best-effort for model-backed providers; they are not presented as strict guarantees.

Design principles

• One core, multiple adapters.

• A failed provider does not discard successful providers.

• Provider responses are marked with searched, error, and model instead of pretending every HTTP 200 was a successful search.

• No telemetry and no shared API key service.

Development

python -m venv .venv
. .venv/bin/activate
pip install -e '.[dev,ddgs,mcp]'
pytest -q
ruff check .

License

MIT.