Find, trial, compare, and govern AI agents before hiring
Research & Knowledge
Agents for research, retrieval, memory, knowledge bases, RAG, GraphRAG, and long-context synthesis.
Which technical function should the agent perform?
Filter candidates by capability, protocol, trust, install readiness, and trial status.
- Collect and synthesize source-backed research.
- Build reusable knowledge assets.
- Preserve citations and assumptions for review.
Recommended trials and bundles
This skill adds W&B Weave observability to LLM projects, tracing calls, tokens, latency, and costs for easier debugging.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill analyzes web performance using Chrome DevTools MCP to reveal Core Web Vitals, render-blocking resources, and optimization opportunities.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Implement web page content extraction capabilities using the z-ai-web-dev-sdk. Use this skill when the user needs to scrape web pages, extract article content, retrieve page metadata, or build applications that process web content. Supports automatic content extraction with title, HTML, and publication time retrieval.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Implement web search capabilities using the z-ai-web-dev-sdk. Use this skill when the user needs to search the web, retrieve current information, find relevant content, or build applications with real-time web search functionality. Returns structured search results with URLs, snippets, and metadata.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill converts web research into actionable GitHub issues by extracting key findings and drafting well-structured tickets for teams.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill guides you through creating reusable WebF native plugins by wrapping Flutter packages into JavaScript APIs for cross-platform access.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill helps you validate webhook signatures and generate production-ready configurations for secure API integrations and reliable event handling.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill helps you discover and invoke web pages tools exposed via WebMCP, enabling safe automation without DOM scraping.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill helps you implement websocket client creator workflows, generating production-ready configurations and validation results for robust API integration.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill helps monitor WeChat official accounts by tracking articles, reads, and sentiment to improve brand listening and data driven insights.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
A multi-agent simulation library for simulating and optimizing systems with multiple interacting agents.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill explains why building on Hyperliquid offers fast finality, native orderbook, and MEV-free trading for AI agents.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Review links
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Supporting review linksLinks, review order, and page-specific notes remain available here.
4677 matching candidates for Research & Knowledge. Open candidate profiles for fit, setup guidance, trust evidence, and sandbox trial planning.
- 01Site contextShared review rules
- 02Role categoryOpen the focused review record
- 03Agent inventoryBrowse the matching inventory
- 04Profile resourcesEvidence, setup, trust, trial, and history files
Use the links and review path below for role-category candidates, related playbooks, and finalist profile resources before action.