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 enables autonomous Solana trading for AI agents with non-custodial wallets and auto-trading capabilities to optimize portfolios.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill simulates a biomimetic subconscious mind to generate autonomous thoughts and emotional impulses for AI agents.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill provides local-first memory for autonomous agents by extracting entities from logs into a wiki and a knowledge graph.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill tracks and compares agent context history, enabling safe rollbacks, diffs, and checkpoints for SOUL.md, AGENTS.md, MEMORY.md.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Mindra is the command center for your non-sleeping, 24/7 awake agentic team. Explain your task, and Mindra will create the best agentic team for you, automat…
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Standard RAG re-discovers knowledge from scratch on every query. This skill is different:
- Fit
- 61 / 100
- Trust
- Verified source
- Install
- MCP ready
Review links
MiniAGI is a simple general-purpose autonomous agent based on the OpenAI API.
- 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.