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
- Fit
- 70 / 100
- Trust
- High traction
- Install
- MCP ready
Review links
Helps coding agents integrate and work with the Tiptap rich text editor. Use when building or modifying a rich text editor with Tiptap, installing Tiptap extensions, or implementing features like collaboration, comments, AI, or document conversion.
- Fit
- 70 / 100
- Trust
- High traction
- Install
- MCP ready
Review links
Configure Cedar policy enforcement and Ed25519 signed receipts for Claude Code tool calls. Use when setting up projects that need cryptographic audit trails, policy-gated tool execution, or compliance-ready evidence of agent actions.
- Fit
- 70 / 100
- Trust
- High traction
- Install
- MCP ready
Review links
This skill helps you write effective specs and design documents by guiding fidelity, prototyping, and focus on moving pieces.
- Fit
- 70 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill guides developers through creating and updating ChatGPT apps, from ideation and bootstrapping to deployment and integration with the Skybridge
- Fit
- 70 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill helps you define an AI product strategy by guiding build vs buy, architecture, and iteration plans.
- Fit
- 70 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill retrieves Twitter/X user profiles, tweets, spaces, trends, and interactions via twitterapi.io, enabling rapid social insights.
- Fit
- 70 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill helps you choose and pair web typography for readability and performance, guiding line length, hierarchy, and responsive loading.
- Fit
- 70 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill helps you search and retrieve icons from Iconify libraries via a CLI and MCP server, speeding icon integration.
- Fit
- 70 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Foundation framework for building multi-step agents with built-in planning, memory, and skill delegation. Provides six core middleware options: task planning, filesystem context management, subagent delegation, persistent memory, human approval workflows, and on-demand skill loading Includes three always-present built-in tools: write_todos for task tracking...
- Fit
- 70 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Orchestrate subagents, plan multi-step tasks, and require human approval for sensitive operations. Delegate work to specialized subagents via the task tool; custom subagents support isolated tool sets and system prompts, while the default "general-purpose" subagent inherits main agent configuration Plan and track complex workflows with write_todos , organiz...
- Fit
- 70 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Framework selection guide for LangChain, LangGraph, and Deep Agents layered architecture. Layered frameworks where LangChain provides foundation primitives, LangGraph adds orchestration and control flow, and Deep Agents adds planning, memory, file management, and skill delegation Decision table guides framework choice based on task complexity: LangChain for...
- Fit
- 70 / 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.