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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
21page
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
mapbox-search-integration skill by mapbox/mapbox-agent-skills
This skill helps you implement Mapbox search end-to-end, from discovery questions to production-ready integration with best practices.
MCPHTTPCLISDK
- Fit
- 72 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
mapbox-style-patterns skill by mapbox/mapbox-agent-skills
This skill provides battle-tested map style patterns and layer configurations for common use cases like restaurants, real estate, data visualization, and
MCPHTTPCLISDK
- Fit
- 72 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
mapbox-token-security skill by mapbox/mapbox-agent-skills
This skill helps you securely manage Mapbox access tokens by enforcing scope, URL restrictions, rotation, and proper storage across environments.
MCPHTTPCLISDK
- Fit
- 72 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
mcp-builder skill by dkyazzentwatwa/chatgpt-skills
This skill guides building MCP servers that integrate external APIs with LLMs, covering Python and TypeScript implementations.
MCPHTTPCLISDK
- Fit
- 72 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
mcpservers / skill
livekit-agents
Build voice AI agents on LiveKit Cloud with structured workflows, minimal latency, and mandatory test coverage. Use LiveKit Cloud and LiveKit Inference for managed infrastructure and AI models without separate API keys Design agents around handoffs (agent-to-agent transitions) and tasks (scoped operations) to isolate context and reduce latency Every agent i...
MCPHTTPCLISDK
- Fit
- 72 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
mcpservers / tool
DifyWorkflow MCP Server
Tools to the query and execute of Dify workflows Browse DifyWorkflow MCP Server for Claude, Cursor, VS Code, and other AI agents.
MCPHTTPCLISDK
- Fit
- 72 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
mcpso / tool
mcp-server-home-assistant
A Model Context Protocol Server for Home Assistant
MCPHTTPCLISDK
- Fit
- 72 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
sprint-planner skill by shubhamsaboo/awesome-llm-apps
This skill helps you plan sprints efficiently by estimating stories, balancing capacity, and defining clear sprint goals for agile teams.
MCPCLI
- Fit
- 71 / 100
- Trust
- High traction
- Install
- MCP ready
Review links
playbooks / skill
fact-checker skill by shubhamsaboo/awesome-llm-apps
This skill helps you verify claims systematically using evidence-based analysis to detect misinformation and assess source credibility.
MCPCLI
- Fit
- 71 / 100
- Trust
- High traction
- Install
- MCP ready
Review links
playbooks / skill
deep-research skill by shubhamsaboo/awesome-llm-apps
This skill conducts in-depth research with multi-source synthesis and citations to deliver well-structured, traceable analyses and summaries.
MCPCLI
- Fit
- 71 / 100
- Trust
- High traction
- Install
- MCP ready
Review links
playbooks / skill
fastify skill by mcollina/skills
This skill helps you apply Fastify best practices across plugins, routes, schemas, and testing to build fast, secure backend services.
MCPHTTPCLI
- Fit
- 71 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
wp-interactivity-api skill by automattic/agent-skills
This skill helps you implement and debug WordPress Interactivity API features, including directives, stores, and server-side rendering for hydration
MCPHTTPCLI
- Fit
- 71 / 100
- Trust
- Needs review
- 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.