搜索研究 技能

Multi search engine integration with 16 engines (7 CN + 9 Global). Supports advanced search operators, time filters, site search, privacy engines, and Wolfra...

AI-optimized web search via Tavily API. Returns concise, relevant results for AI agents.

Web search via Tavily API (alternative to Brave). Use when the user asks to search the web / look up sources / find links and Brave web_search is unavailable...

Search the web using Baidu AI Search Engine (BDSE). Use for live information, documentation, or research topics.

Search and discover OpenClaw skills from various sources. Use when: user wants to find available skills, search for specific functionality, or discover new s...

Web search using Tavily's LLM-optimized API. Returns relevant results with content snippets, scores, and metadata.

Enable and configure Moltbot/Clawdbot memory search for persistent context. Use when setting up memory, fixing "goldfish brain," or helping users configure memorySearch in their config. Covers MEMORY.md, daily logs, and vector search setup.

Search and analyze your own session logs (older/parent conversations) using jq.

Use the ClawdHub CLI to search, install, update, and publish agent skills from clawdhub.com. Use when you need to fetch new skills on the fly, sync installed skills to latest or a specific version, or publish new/updated skill folders with the npm-installed clawdhub CLI.

Manage Apple Notes via the `memo` CLI on macOS (create, view, edit, delete, search, move, and export notes). Use when a user asks Clawdbot to add a note, list notes, search notes, or manage note folders.

Real-time search engine supporting web search, vertical domain search, parallel batch search, and URL content extraction.

Real-time MCP server for general and vertical web searches, parallel batch queries, and full-page URL content extraction as Markdown.

Multi-source deep research agent. Searches the web, synthesizes findings, and delivers cited reports. No API keys required.

Local search/indexing CLI (BM25 + vectors + rerank) with MCP mode.

Web search without an API key using DuckDuckGo Lite via web_fetch. Use as a fallback when web_search fails with missing_brave_api_key error, or whenever you...

Local memory management for agents. Compression detection, auto-snapshots, and semantic search. Use when agents need to detect compression risk before memory loss, save context snapshots, search historical memories, or track memory usage patterns. Never lose context again.

Performs web searches using DuckDuckGo to retrieve real-time information from the internet. Use when the user needs to search for current events, documentation, tutorials, or any information that requires web search capabilities.

Terminal Spotify playback/search via spogo (preferred) or spotify_player.

Implements Manus-style file-based planning to organize and track progress on complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when aske...

Query Google Places API (New) via the goplaces CLI for text search, place details, resolve, and reviews. Use for human-friendly place lookup or JSON output for scripts.

Unified multi-provider web search and URL extraction skill with intelligent auto-routing across Serper, Brave, Tavily, Querit, Linkup, Exa, Firecrawl, Perple...

Web search and scraping via Firecrawl API. Use when you need to search the web, scrape websites (including JS-heavy pages), crawl entire sites, or extract structured data from web pages. Requires FIRECRAWL_API_KEY environment variable.

Advanced filesystem operations - listing, searching, batch processing, and directory analysis for Clawdbot

Search, discover, and install skills from the open agent skills ecosystem to extend agent capabilities for specific tasks or domains.