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
Set up and use 1Password CLI for sign-in, desktop integration, and reading or injecting secrets.
- Fit
- 73 / 100
- Trust
- High traction
- Install
- MCP ready
Review links
Create, view, edit, delete, search, move, or export Apple Notes via the memo CLI on macOS.
- Fit
- 73 / 100
- Trust
- High traction
- Install
- MCP ready
Review links
Search, install, update, sync, or publish agent skills with the ClawHub CLI and registry.
- Fit
- 73 / 100
- Trust
- High traction
- Install
- MCP ready
Review links
Use himalaya to list, read, search, compose, reply, forward, and organize IMAP/SMTP email.
- Fit
- 73 / 100
- Trust
- High traction
- Install
- MCP ready
Review links
This skill helps design and optimize retrieval-augmented generation systems with vector databases, chunking, and evaluation for reliable knowledge grounding.
- Fit
- 73 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill acts as a senior Rails expert to optimize Rails 7+ apps, Hotwire, and background jobs with best practices and maintainable patterns.
- Fit
- 73 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill helps you remove AI tells from prose by cutting filler, varying rhythm, and stating facts directly for clearer writing.
- Fit
- 73 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill helps you build type-safe, async-first Python 3.11+ applications with production-grade patterns, tests, and robust tooling.
- Fit
- 73 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill helps you build Shopify themes, apps, and headless storefronts with Liquid, Storefront API, and optimized checkout flows.
- Fit
- 73 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Deploy serverless AI workflows at scale. Firebase for AI agents
- Fit
- 73 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill detects missing zeroization of sensitive data in C/C++/Rust code and verifies compiler-induced zeroize removals with assembly evidence.
- Fit
- 73 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill helps you diagnose and triage Buttercup CRS issues in the crs namespace by guiding log analysis, queue inspection, and failure pattern detection.
- Fit
- 73 / 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.