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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
153page
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
serving-llms-vllm skill by benchflow-ai/skillsbench
This skill helps deploy high-throughput LLM serving with vLLM, enabling OpenAI-compatible endpoints, quantization, and tensor parallelism for production APIs.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
setup skill by clerk/skills
This skill sets up Clerk authentication across frameworks by following official quickstart guides and configuring keys to secure your app.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
setup-cloudbase-openclaw skill by openclaw/skills
This skill guides you through configuring CloudBase MCP for OpenClaw/Moltbot, updating AGENTS.md, and wiring workspace credentials for seamless deployment.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
sharp-edges skill by xfstudio/skills
This skill helps identify error-prone APIs and dangerous configurations to prevent bugs, security risks, and reliability issues.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
sheet-cog skill by openclaw/skills
This skill empowers you to generate advanced spreadsheets and financial models with Python-driven data manipulation, formulas, and charts.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
shelby skill by raintree-technology/claude-starter
This skill enables decentralized blob storage on Aptos with erasure coding, SDKs, and private network access for scalable video, AI, and datasets.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
shieldcortex skill by openclaw/skills
This skill enforces strict external-input safety and audit logging for AI agents, reducing prompt injection risk and protecting PII across external actions.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
shipmytoken skill by openclaw/skills
This skill helps you launch Solana tokens on Pumpfun, manage fee sharing, claim earnings, and monitor your portfolio through chat.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
mcpservers / tool
ShipStatic MCP Server
The impossibly simple way to ship static sites. Browse ShipStatic MCP Server for Claude, Cursor, VS Code, and other AI agents.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
shopware6 skill by bartundmett/skills
This skill guides Shopware 6.6+ development by applying best practices across plugins, storefronts, admin modules, and apps to boost quality and speed.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
signalshield-analyst-teneo skill by openclaw/skills
This skill monitors influencer calls, detects hype and risk signals, and alerts you to bullish and bearish developments for safer decisions.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
explainx / agent
Simli
The API devs use to add faces to AI agents, creating low-latency streaming avatars.
MCPHTTPCLISDK
- Fit
- 66 / 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.