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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
5page
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
find-skills skill by vercel-labs/skills
This skill helps you discover and install relevant agent skills to extend capabilities when you ask how to do something.
MCPHTTPCLI
- Fit
- 76 / 100
- Trust
- High traction
- Install
- MCP ready
Review links
- Fit
- 76 / 100
- Trust
- High traction
- Install
- MCP ready
Review links
playbooks / skill
context7-cli skill by upstash/context7
This skill helps you fetch up-to-date library docs, manage AI coding skills, and configure Context7 MCP for streamlined coding workflows.
MCPHTTPCLI
- Fit
- 76 / 100
- Trust
- High traction
- Install
- MCP ready
Review links
playbooks / skill
read-arxiv-paper skill by karpathy/nanochat
This skill fetches and summarizes an arXiv paper from a provided URL, highlighting key concepts and practical implications for your projects.
MCPHTTPCLI
- Fit
- 76 / 100
- Trust
- High traction
- Install
- MCP ready
Review links
- Fit
- 76 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
openai-docs skill by openclaw/skills
This skill helps you quickly retrieve up-to-date OpenAI API guidance by querying the OpenAI Docs MCP server via CLI for authoritative docs.
MCPHTTPCLISDK
- Fit
- 76 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
nanobanana skill by resciencelab/opc-skills
This skill generates and edits images using Gemini 3 Pro Image, delivering high-quality 2K/4K outputs and flexible aspect ratios for creative projects.
MCPHTTPCLISDK
- Fit
- 76 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
mcpservers / tool
Excel MCP Server
Excel manipulation including data reading/writing, worksheet management, formatting, charts, and pivot table Browse Excel MCP Server for Claude, Cursor,...
MCPHTTPCLISDK
- Fit
- 76 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
next-best-practices skill by vercel-labs/next-skills
This skill helps you apply Next.js best practices across routing, data handling, and optimization to improve reliability and performance.
MCPHTTPCLISDK
- Fit
- 76 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
next-cache-components skill by vercel-labs/next-skills
This skill helps you implement Next.js 16 Cache Components to mix static, cached, and dynamic content for faster, tailored pages.
MCPHTTPCLISDK
- Fit
- 76 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
explainx / tool
Grafana
Safely connect cloud Grafana to AI agents with MCP: query, inspect, and manage Grafana resources using simple, focused o
MCPHTTPCLISDK
- Fit
- 76 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
github / skill
wshobson/agents
Multi-harness agentic plugin marketplace for Claude Code, Codex CLI, Cursor, OpenCode, and Gemini CLI
MCPCLIHTTP
- Fit
- 75 / 100
- Trust
- High traction
- 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.