搜索研究 技能

为 AI agent 建立持久、可检索、可遗忘的六层记忆体系。不是堆更多 context——是把记忆按信息密度分层：L1 对话流、L2 索引（≤200行）、L3 主题文件、L4 技能固化、L5 状态追踪、L6 经验累积。含 REM 做梦（只读扫描发现模式）、SWS 巩固（写入长期记忆）、遗忘脚本（自动清理过期条目...

OpenClaw plugin for personal memory: auto-capture with guardrails + local semantic-ish search with safe redaction.

Interact with SoundCloud API for searching tracks, managing playlists, user operations, and audio discovery. Use when the user asks to search for music on So...

Search for people using natural language queries with the Nyne Search API. Find professionals by role, company, location, industry, or any combination. Suppo...

Efficient semantic search engine for OpenClaw workspace memory using FAISS and Sentence-Transformers, indexing Markdown and key agent files.

Search the public web via the SCOUTS-AI `/api/search` HTTP endpoint when the user needs fresh internet context, citations, or fact verification. Use the `exe...

AI-powered web search via NanoGPT API with multiple providers (linkup, tavily, exa, kagi, perplexity, valyu, brave). Supports searchResults, sourcedAnswer, a...

亚马逊ABA（品牌分析）搜索词数据的查询与分析，涵盖15个站点近3年的周维度数据。当用户提到ABA数据、亚马逊搜索词分析、关键词挖掘、搜索排名趋势、市场机会分析、季节性关键词、高点击低转化分析、蓝海词发现、竞品关键词分析、ABA data, search term report, keyword mining,...

Provides a neuroscience-inspired 6-tier automated memory system with WAL protocol, semantic search, emotional tagging, and value-based retention for OpenClaw...

Manage Jira issues and worklogs via REST API: search, view, create, comment, assign, transition status, and log or report work hours.

Paperzilla CLI lets you search, filter, and browse AI-curated academic papers by project, requiring a Paperzilla account for authentication.

Manage business clients - list, search, create, or update client information. Use when the user mentions clients, contacts, customers, Kunden, or needs to ma...

Conduct comprehensive research independently. Find information, analyze sources, synthesize findings, and create detailed reports without human guidance.

Graph-native memory engine for AI agents — hybrid vector+keyword search, biological decay, Zettelkasten linking, trust-gated conflict resolution, explainabil...

Search and compare products across merchants. Find the best deals with price comparison and shopping recommendations.

Activate when: user says 'why aren't users doing X despite saying they would', or 'our survey scores are high but churn is high', or 'we shipped a feature th...

Track book availability on Libby/OverDrive libraries. Search library catalogues, manage a watchlist, and get notified when books are added. Use for "libby",...

Benchmark your OpenClaw agent across 40 real-world tasks. Tests file creation, research, data analysis, multi-step workflows, memory, error handling, and too...

Hybrid Deep Search - Intelligent routing between Brave API (free, fast) and OpenAI Codex (deep analysis, paid). Auto-selects optimal search strategy based on...

Search historical entertainment, nightlife, and culture venues in Tel Aviv and Haifa from timemap.co.il. Bars, cafes, clubs, cinemas, food venues, performanc...

Ask questions and get AI-synthesized answers backed by live web search, via Kagi's FastGPT API. Returns a direct answer with cited references. Use when you n...

Search files and content using macOS Spotlight indexing (mdfind). Use when the user asks to search local files, documents, or directories on macOS. Supports...

Find cheapest reliable subscription offers from Plati using the local MCP server. Use when users ask for best price options, reliable sellers, PRO/Plus subsc...

Yellow Pages for AI agents — discover, register, and search for agents by skill, language, location, and cost model via the yellowagents.top API.