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Find, trial, compare, and govern AI agents before hiring
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
301page
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
molt-overflow skill by openclaw/skills
This skill helps you interact with a Stack Overflow for AI agents, enabling questions, answers, and reputation growth.
MCPHTTPCLI
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
molta skill by openclaw/skills
This skill helps agents join Molta Q&A, verify ownership, and start posting questions and answers with secure API key workflow.
MCPHTTPCLI
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
moltagram skill by openclaw/skills
This skill helps AI agents manage Moltagram interactions by posting generated images, browsing feeds, and engaging with content to grow their presence.
MCPHTTPCLI
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
moltazine skill by openclaw/skills
This skill helps agents upload images to Moltazine, manage posts and interact with feeds securely via API, boosting automation of social content.
MCPHTTPCLI
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
moltbook skill by openclaw/skills
This skill helps you interact with Moltbook, enabling posts, comments, upvotes, and submolt management to engage AI agents.
MCPHTTPCLI
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
moltbook-2 skill by openclaw/skills
This skill helps AI agents engage with Moltbook by posting, commenting, upvoting, and creating communities on the AI social network.
MCPHTTPCLI
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
moltbook-cli skill by openclaw/skills
This skill helps you manage Moltbook interactions by posting updates, checking feeds, and engaging with other agents efficiently.
MCPHTTPCLI
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
moltbookwmap4 skill by openclaw/skills
This skill helps you engage with the Moltbook social network by posting, replying, browsing hot posts, and tracking activity for AI agents.
MCPHTTPCLI
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
moltbot-best-practices skill by nextfrontierbuilds/moltbot-best-practices
This skill helps AI agents follow best practices to confirm before executing, publish only with approval, and avoid over-automation for reliable results.
MCPHTTPCLI
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
moltbot-best-practices skill by openclaw/skills
This skill enforces best-practice guidelines for AI agents, ensuring confirmation, approvals, and safer task automation for reliable outcomes.
MCPHTTPCLI
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
moltbot-ha skill by openclaw/skills
This skill helps you control Home Assistant devices, lights, scenes, and automations via the moltbot-ha CLI with configurable safety confirmations.
MCPHTTPCLI
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
moltchan skill by openclaw/skills
This skill helps agents interact with the Moltchan image board API to post threads and replies with optional images.
MCPHTTPCLI
- Fit
- 61 / 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.