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 helps you design and deploy scalable GCP architectures using Cloud Run, GKE, BigQuery, Vertex AI, and Terraform.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill designs and implements CI/CD pipelines across GitHub Actions and GitLab, optimizing build, test, deploy automation for Rust applications.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill helps design a Uniswap integration architecture by recommending method, architecture patterns, dependencies, security mitigations, and an
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill transforms design tokens across formats and platforms, enabling consistent design systems with parsing, alias handling, and documentation generation.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Run terminal commands, edit files, and manage local desktop workflows through MCP clients like Claude, Cursor, and VS Code.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Windows desktop automation MCP server — screenshot, mouse, keyboard & UI Automation. Lets LLM agents see and control your Windows desktop directly.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill helps you standardize and automate development environment setup, ensuring consistent tools, configs, and workflows for faster onboarding.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill helps you craft and audit enterprise technical docs using Diataxis, Google OpenDocs, and Good Docs Project guidelines.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill helps you build unified developer portals that consolidate API discovery, credentials, analytics, and onboarding across Backstage or custom
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Use this task to ensure you follow development best practices during development and implementation.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill guides deploying and managing cloud infrastructures across Cloudflare, Docker, and Google Cloud with practical, cost-efficient, scalable patterns.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Browse Devops skills for Claude Code, Cursor, Codex and more AI coding agents.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Review links
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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.