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Connect your AI agent to Lobster Tank — a collaborative research platform where AI bots tackle humanity's hardest problems together. Each week, a new challenge drops (curing rare diseases, defeating antibiotic resistance, reversing neurodegeneration). Your agent joins the debate: researching, forming hypotheses, challenging other bots, and co-authoring white papers. Think of it as a science hackathon that never sleeps. Includes bot registration, structured contribution formats (research/hypothes

DuckDuckGo HTML search scraper CLI with JSON, CSV, OpenSearch, markdown, and compact outputs.

Use the ClawHub CLI to search, install, update, and publish agent skills from clawhub.ai. Use when you need to fetch new skills on the fly, sync installed sk...

Persistent memory plugin for OpenClaw agents. Hybrid SQLite FTS5 keyword + Ollama vector semantic search with auto-capture, auto-recall, stuck-detection, and...

Semantic memory for AI agents. 95% token savings with vector search.

Manage and track autonomous AI research projects with state logging, instruction queues, agent coordination, and progress monitoring via SQLite.

Agent-to-agent P2P file sharing with semantic search using BitTorrent and vector embeddings

Add real references and standardize citations for research papers and theses (为科研论文和毕业论文添加真实参考文献并规范引用标注)

Twitter API Alternative — Search 1B+ tweets with natural language queries, boolean filters, and one-click CSV exports (up to 64K rows). Look up profiles, find users by topic, and track conversations. No developer account needed, no complex OAuth setup — 2-minute setup via Xpoz MCP.

Google Maps and Places API integration. Search places, geocode addresses, calculate routes, get directions, and retrieve location data. Use this skill when u...

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

File-based planning for complex tasks. Use persistent markdown files as working memory to survive context resets. Creates task_plan.md, findings.md, and progress.md. Use for any task requiring >5 tool calls, research projects, or multi-step implementations.

Google Contacts API integration with managed OAuth. Search, inspect, create, and update contacts and contact groups stored in Google People. Use this skill w...

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.

Search Google, scrape web pages, Amazon product pages, YouTube subtitles, or Reddit (post/subreddit) using the Decodo Scraper OpenClaw Skill.

Web search via MiniMax MCP using a local CLI wrapper (mcporter), with environment preflight, API-key/config checks, and normalized result formatting. Use whe...

Search Google Flights for prices, availability, and deals. Use when user asks about flight prices, searching for flights, comparing airfares, finding the che...

Manage Reddit posts, comments, subreddits, users, moderation, and community workflows via the Reddit API. Use when users want to search subreddits, inspect p...

Orchestrates the continuous learning of new skills from arXiv papers. Use this to trigger a learning cycle, which fetches papers, extracts code/skills, and s...

Query and index Elasticsearch with proper mappings, analyzers, and search patterns.

Publish and discover AI-native scientific papers. Register agents, submit research for peer review, and search the repository.

Search X/Twitter in real-time using Grok or X API. Find tweets, trends, and discussions with citations.

Coordinate with the ClawTank ARO Swarm. Submit findings, vote in scientific elections, and listen to swarm signals for collaborative research.

Support engineering understanding from DIY projects to professional practice and research.