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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
121page
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
mcp-tools skill by wayne930242/merlin-my-pai
This skill helps you design, implement, and debug MCP server tools with a clear service and tool layer, type-safe results, and standardized errors.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
mealie skill by openclaw/skills
This skill interacts with a self-hosted Mealie instance via REST API to add, update, fetch recipes, meal plans, and shopping lists.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
medusa skill by oimiragieo/agent-studio
This skill reviews Medusa code for guideline compliance, suggests improvements, and explains why patterns are preferred to help you write robust Medusa apps.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
meme-cog skill by openclaw/skills
This skill helps you generate memes using deep reasoning, trend analysis, and audience targeting to land laughs and drive engagement.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
memic skill by openclaw/skills
This skill helps you integrate Memic into AI agents to fetch grounded context from documents and databases via a single API.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
memory skill by jinfanzheng/kode-sdk-csharp
This skill stores and retrieves cross-session user information to personalize interactions, ensuring preferences, identities, and decisions persist across
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
memorylayer skill by openclaw/skills
This skill enables semantic memory for AI agents, delivering 95% token savings and rapid, context-aware recall across multi-tenant environments.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
explainx / tool
Mercury
View Mercury business banking accounts in read-only mode — secure, streamlined access for small business fintech users.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
explainx / skill
mermaid-visualizer
Convert text content into professional Mermaid diagrams with automatic syntax error prevention. \n \n Supports six diagram types: process flows, circular cyc…
MCPHTTPCLIA2A
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
meta-skill-authoring-dev skill by arustydev/ai
This skill enables you to author, validate, and package Claude skills using test-driven documentation to ensure reliable deployment.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
metaplex skill by sendaifun/skills
This skill provides a concise Metaplex protocol guide for Solana NFTs, covering Core, Token Metadata, Bubblegum, Candy Machine, Genesis, MPL-Hybrid,
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
enterprisedna / tool
metorial/metorial
Metorial lets developers connect any AI model to over 1200 external integrations through MCP, a CLI, or an API. It acts as a universal bridge between AI runtimes and services like databases, file storage, or messaging platforms.
MCPHTTPCLISDK
- Fit
- 66 / 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.