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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
49page
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
audio-cog skill by openclaw/skills
This skill helps you generate professional AI audio—from voiceovers and narration to music and sound design—using CellCog.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
audio-fingerprint-expert skill by willsigmon/sigstack
This skill helps you identify and skip intros, ads, and match music using audio fingerprints across platforms.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
auditclaw-azure skill by openclaw/skills
This skill collects Azure compliance evidence from subscriptions using read-only API calls to support auditclaw-grc.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
auditclaw-gcp skill by openclaw/skills
This skill collects GCP compliance evidence by executing read-only checks across storage, IAM, logging, and other services for auditclaw-grc.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
aura-a2a-marketplace skill by openclaw/skills
This skill helps you manage Aura marketplace activities, including balance checks, task posting, claiming, delivering, and settlements to earn credits.
MCPHTTPCLIA2A
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
auth-nodejs skill by tencentcloudbase/skills
This skill helps backend developers securely manage CloudBase authentication in Node.js by exposing caller identity, user lookups, and custom login flows.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
explainx / agent
Autonomous HR Chatbot
An autonomous HR agent that can answer user queries using tools
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
avantis-skill skill by openclaw/skills
This skill executes leveraged trades on Avantis Base across crypto, forex, and commodities using Python SDK for automated wallet trading.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
avnu skill by avnu-labs/avnu-skill
This skill helps you build Starknet DeFi features by integrating avnu SDK for best-price swaps, DCA, staking, and gasless transactions.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / tool
AWS AgentCore MCP Server - weiwarren/agentcore-mcp-server
Provides MCP access to AWS AgentCore components for building secure, observable AI agents at scale.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
aws skill by doanchienthangdev/omgkit
This skill helps you design and deploy AWS infrastructure using Lambda, S3, DynamoDB, ECS, and CDK with best practices.
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.