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 build type-safe REST APIs with Hono and OpenAPI, auto-generating docs and client code from Zod schemas.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill enhances observability by integrating Pino, Sentry, and Axiom with correlation IDs for structured logs, error boundaries, and proactive monitoring.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill helps you design and automate robust API tests across REST and GraphQL, ensuring contracts, errors, and performance from a consumer view.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill creates complete Shopify App Store listing content including intro, details, features, subtitle, terms, SEO, and testing steps.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
app.myshell.ai is an AI agent in the Productivity category.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill helps agents validate, configure, and securely query Apple Health exports via MCP, with schema guidance and privacy safeguards.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill guides you to apply Mantel brand styles to diagrams and frontend components for consistent visuals.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill provides immutable audit logging for autonomous agents, enabling tamper-evident tracking of actions, decisions, data access, and budget changes.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill records, aggregates, and visualizes operational metrics to help you monitor uptime, performance, and reliability across agents.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill turns opencode into an Arcanean creative workspace with 64 specialized agents and real-time multi-agent collaboration.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
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.
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.