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Find, trial, compare, and govern AI agents before hiring
Roles / Technical Category
Review matching candidates
Next best action: Open a profile, compare evidence, then run a sandbox trial
Research & Knowledge
Agents for research, retrieval, memory, knowledge bases, RAG, GraphRAG, and long-context synthesis.
4677total
4677filtered
316page
390pages
Category fit
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
playbooks / skill
openclaw-aisa skill by openclaw/skills
This skill provides unified access to multiple data sources via a single API key, enabling autonomous agents to retrieve Twitter, YouTube, finance, and
MCPHTTPCLI
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
openclaw-aisa-web-search-tavily skill by openclaw/skills
This skill provides AI-optimized web search via Tavily API, returning concise, relevant results for agents through a unified gateway.
MCPHTTPCLI
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
openclaw-backup-automation skill by openclaw/skills
This skill automates backups for OpenClaw instances, capturing agents, skills, configs, and memory with optional daily, git, and credentials features.
MCPHTTPCLI
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
openclaw-browser-2 skill by openclaw/skills
This skill provides a stable native macOS browser for OpenClaw agents, enabling tabbed browsing, login helpers, and interactive web access.
MCPHTTPCLI
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
openclaw-gen skill by openclaw/skills
This skill helps you generate OpenClaw project configurations such as AGENTS.md, workflows, and MEMORY.md using a unified llm-task interface.
MCPHTTPCLI
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
openclaw-github-assistant skill by openclaw/skills
This skill helps you manage GitHub repositories from your AI assistant by listing, searching, and creating issues or repos.
MCPHTTPCLI
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
openclaw-google-ads skill by openclaw/skills
This skill helps you access and analyze Google Ads campaigns and performance data via the API for OpenClaw agents.
MCPHTTPCLI
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
openclaw-homeassistant skill by openclaw/skills
This skill lets you control your Home Assistant devices from chat, managing lights, climate, media, scenes, sensors, and automations.
MCPHTTPCLI
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
openclaw-intune-skill skill by openclaw/skills
This skill enables OpenClaw agents to manage Microsoft Intune via Graph API, covering devices, apps, policies, users, Autopilot, scripts, and reports.
MCPHTTPCLI
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
openclaw-mcp-plugin skill by openclaw/skills
This skill helps AI agents discover and execute external MCP tools to access legal databases, APIs, and data sources.
MCPHTTPCLI
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
openclaw-memory-os skill by openclaw/skills
This skill helps AI agents manage long-term memory and personal knowledge by storing, organizing, and retrieving memories for context and continuity.
MCPHTTPCLI
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
openclaw-ok-computer-skill skill by openclaw/skills
This skill orchestrates parallel sub-agents to perform DuckDuckGo searches on multiple topics and produce a consolidated report.
MCPHTTPCLI
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Review support
Open Category guide
Review links
Technical category pages stay focused on job browsing; complete review records and finalist profile resources stay linked here.
Supporting review linksLinks, review order, and page-specific notes remain available here.
Category guideTechnical role guideAgent inventoryResource mapReview guideAPI referenceSite contextSitemapProfile resources
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.
Review route: OpenAI review tools can start with openai.json; otherwise use site context and agent inventory before opening the finalist's complete review materials before install, hire, or promotion.