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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 implement VoltAgent best practices across agents, workflows, memory, servers, and observability to improve architecture and reliability.
- Fit
- 64 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Agent S: an open agentic framework that uses computers like a human
- Fit
- 63 / 100
- Trust
- High traction
- Install
- CLI likely
Review links
Use when the user wants to use the UCP CLI to find, compare, buy, or track products from online merchants, or to set up and troubleshoot the local UCP profile required for merchant-scoped operations. Covers global catalog search (\"find me X under $Y\"), named-merchant transactions (\"buy this from Z.com\"), order tracking, `ucp profile init`, `ucp doctor`,...
- Fit
- 63 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This is for when you need multiple Claude instances working together on something complex. You get four swarm topologies (mesh for research, hierarchical for dev workflows, star for testing, ring for pipelines) and can spawn specialized agents like researchers, coders, and QA engineers. The documentation walks through three real patterns: a research swarm t...
- Fit
- 63 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
A practical AI agents handbook covering agent systems, agentic workflows, LangGraph, MCP/A2A, context engineering, agent memory, evaluation, observability, and multi-agent architecture. Current trend focus: indirect prompt injection defenses, emerging agent runtimes, and production AI workflow patterns.
- Fit
- 63 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Build AI agents with structured access to Sanity content via Agent Context. Use when setting up a Sanity-powered chatbot, connecting an AI assistant to Sanity…
- Fit
- 63 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill helps sales teams prepare for calls with tailored company intel, stakeholder background, and discovery questions to accelerate wins.
- Fit
- 62 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Implement web accessibility (a11y) best practices following WCAG guidelines to create inclusive, accessible user interfaces.
- Fit
- 62 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Expert guidance for LangChain and LangGraph development with Python, covering chain composition, agents, memory, and RAG implementations.
- Fit
- 62 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Nexent is a zero-code platform for auto-generating production-grade AI agents using Harness Engineering principles — unified tools, skills, memory, and orchestration with built-in constraints, feedback loops, and control planes.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill guides Dart Drift usage for local SQLite and PostgreSQL with type-safe queries, migrations, and reactive streams.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill helps you implement Flutter animations effectively by choosing implicit, explicit, hero, staggered, and physics-based approaches for smooth UX.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Review links
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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.