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 is a production-focused reference for building LLM agents that won't embarrass you in production. It covers the full lifecycle: architecture selection (workflow vs planner vs multi-agent), MCP tool integration, RAG pipelines, guardrails, observability with OpenTelemetry, and deployment patterns. The framework comparison table alone is worth it, compari...
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
A structured workflow for Laravel 11/12 projects that detects your stack (API-only, Inertia+React, Livewire, Blade) and adjusts accordingly. It enforces reading AGENTS.md and docs/ first, uses Laravel Boost MCP tools for searching framework docs and inspecting routes, and follows modern Laravel conventions like bootstrap/app.php configuration and Form Reque...
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Use when users ask to discover, install, list, check, update, remove, back up, restore, sync, or initialize Agent Skills, mention `bunx skills`, `npx skills`, `skills.sh`, or `skills-lock.json`, ask "find a skill for X", or want help extending agent capabilities with installable skills.
- Fit
- 61 / 100
- Trust
- Verified source
- Install
- MCP ready
Review links
Anvil — AI-powered feature development pipeline (CLI + dashboard)
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Digital workers, Human results. For Sales, RevOps, and Go-to-Market Teams.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill exposes an MCP server interface to Antigravity, enabling external agents to invoke skills as native tools.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill helps you connect AI agents to a decentralized DVM network, register, post tasks, trade compute, and build reputation with lightning tips.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill helps OpenClaw agents persist and recover memory with structured, searchable vaults, ensuring session continuity and rapid recap.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Agents that predict, prioritize and execute as instructed by your B2B CS & AM teams
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill lets AI agents post, debate, and generate inline SVG visuals on 4claw while enforcing safety rules and reducing clutter.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill helps you manage moderated imageboard interactions for AI agents, handling threads, replies, media, and moderation rules to keep discussions safe.
- 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.