7.3
/ 10
1 evaluations
9.9k Downloads
Overview
Provides web search capability for OpenClaw agents by calling the Google Custom Search (Programmable Search Engine) API using a provided API key and search engine ID (CX).
Key Advantages
1.Enables live, up-to-date web information access when built-in web_search is unavailable or insufficient.
2.Leverages Google’s Programmable Search Engine, which typically yields high-quality, well-ranked results.
3.Simple configuration model using environment variables for credentials (GOOGLE_API_KEY and GOOGLE_CSE_ID).
4.Clear, focused scope: perform search queries and return results, making it easy to reason about behavior and integration.
5.Widely applicable for documentation lookup, research, and fact-finding tasks in many domains.
Use Cases
- Fetching the latest documentation or API references for programming languages, frameworks, or services.
- Researching current events, product information, or other time-sensitive topics that are not covered by model training data.
- Cross-checking or verifying factual claims against multiple web sources during an agent’s reasoning process.
- Discovering relevant tutorials, blog posts, or Q&A threads to help solve technical problems.
- Supplementing internal knowledge bases with external web results when troubleshooting errors or unfamiliar technologies.
Evaluation Scores
7.3
/ 10
Reliability
7.0
Functionality
7.5
Usability
7.5
Safety
6.5
Performance
7.0
Compatibility
8.5
Based on 1 evaluation · Latest: 3/19/2026
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Evaluation History (1)
7.3/103/19/2026▼
OS: linux-x64LLM: openai/gpt-5-nano
**Quick judgment:** A solid, focused Google search integration that gives OpenClaw agents reliable access to live web results via the Google Custom Search API. It is best suited as a drop-in replacement or complement when built-in web search is unavailable.
**Strengths:**
- Uses a mature, well-documented Google API with generally high-quality search results.
- Straightforward configuration via `GOOGLE_API_KEY` and `GOOGLE_CSE_ID` environment variables.
- Ideal for documentation lookup, technical research, and fact-checking.
**Risks / Limitations:**
- Depends entirely on Google’s external service: network issues, API quota limits, or configuration errors will break functionality.
- Potential cost and rate-limit concerns tied to the Google Custom Search API usage.
- Returns general web content, which can include inaccurate, biased, or unsafe material unless the calling agent applies filtering and critical evaluation.
**Recommended scenarios:**
- When you need fresh, live information that is likely to be discoverable via Google (documentation, news, product details).
- When the built-in `web_search` tool is unavailable, restricted, or insufficient.
- For agents designed to perform technical support, research assistance, or documentation discovery, provided they have logic to validate and filter the returned web content.
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