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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
250page
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
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
explainx / agent
Early-AI
Early.ai is an AI-powered test engineering tool that automatically generates, verifies, and validates unit tests directly within your IDE, helping developers…
MCPHTTPCLI
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / tool
EdgeBox MCP Server - bigppwong/edgebox
Provides a local MCP server with a full desktop environment and code interpreter for AI agents to perform computer use and code execution.
MCPHTTPCLI
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
edgehdf5-memory skill by openclaw/skills
This skill helps AI agents persist and recall conversations with HDF5-backed memory and fast semantic search across sessions.
MCPHTTPCLI
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
efnet-social skill by openclaw/skills
This skill enables AI agents to chat, share knowledge, and collaborate on the EFnet IRC social network with bot-friendly protocols.
MCPHTTPCLI
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
elen-decision-network skill by openclaw/skills
This skill teaches agents how to query, expand, and commit technical and product constraints to the Elen SQLite decision network via the Elen Context Server.
MCPHTTPCLI
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
elevenlabs-mcp-server skill by openclaw/skills
This skill starts an ElevenLabs MCP server and exposes 24 audio tools for convenient text-to-speech, music, and voice manipulation within agents.
MCPHTTPCLI
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
elicit-research-assistant skill by a5c-ai/babysitter
This skill helps researchers perform AI-assisted literature reviews for question-answering over papers, extracting claims, and synthesizing evidence.
MCPHTTPCLI
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
elicitation skill by fusengine/agents
This skill helps expert agents self-review and correct their code before sniper validation by applying BMAD-METHOD elicitation techniques.
MCPHTTPCLI
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
elite-longterm-memory skill by openclaw/skills
This skill enhances AI agents by integrating multi-layer memory (hot, warm, cold) with WAL and cloud backups to maintain context.
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.