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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
20page
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
mcpservers / skill
company-research
Discover and deeply research companies to sell to. Uses Browserbase Search API for discovery and a Plan→Research→Synthesize pattern for deep enrichment — outputting a scored research report and CSV.
MCPHTTPCLI
- Fit
- 72 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
mcpservers / skill
autobrowse
Self-improving browser automation via the auto-research loop. Iteratively runs a browsing task, reads the trace, and improves the navigation skill…
MCPHTTPCLI
- Fit
- 72 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
mcpservers / skill
ui-test
AI-powered adversarial UI testing via the browse CLI. Analyzes git diffs to test only what changed, or explores the full app to find bugs. Tests functional…
MCPHTTPCLI
- Fit
- 72 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
mcpservers / tool
Xquik MCP Server
Hosted MCP server for X (Twitter) data workflows: tweet search, user lookup, follower exports, media actions, monitors, and webhooks.
MCPHTTPCLISDK
- Fit
- 72 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
vercel-ai-sdk skill by wsimmonds/claude-nextjs-skills
This skill guides you through implementing Vercel AI SDK v5 patterns for chat, streaming, tool calling, and embeddings to accelerate AI interfaces.
MCPHTTPCLISDK
- Fit
- 72 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
mcpservers / tool
Kagi Search MCP Server
Search the web using Kagi's search API Browse Kagi Search MCP Server for Claude, Cursor, VS Code, and other AI agents.
MCPHTTPCLISDK
- Fit
- 72 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
base44-cli skill by base44/skills
This skill helps you initialize new Base44 projects and manage CLI workflows using the base44-cli, guiding setup and authentication.
MCPHTTPCLISDK
- Fit
- 72 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
base44-sdk skill by base44/skills
This skill helps you build features in existing Base44 projects by leveraging the SDK to manage entities, auth, and AI integrations.
MCPHTTPCLISDK
- Fit
- 72 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
mcpservers / tool
Chronulus AI MCP Server
Predict anything with Chronulus AI forecasting and prediction agents. Browse Chronulus AI MCP Server for Claude, Cursor, VS Code, and other AI agents.
MCPHTTPCLISDK
- Fit
- 72 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
claudemarketplaces / skill
use-agently
This is a CLI gateway to Agently's marketplace of AI agents, tools, and APIs. It routes all MCP, HTTP, and A2A protocol calls through a single interface that handles wallet management and x402 micropayments on Base. You search for agents, inspect their capabilities, then call them with built-in cost transparency (dry run first, pay after approval). The docs...
MCPHTTPCLIA2A
- Fit
- 72 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
mapbox-cartography skill by mapbox/mapbox-agent-skills
This skill guides map design using Mapbox cartography principles to improve color, typography, hierarchy, and accessibility for compelling maps.
MCPHTTPCLISDK
- Fit
- 72 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
mapbox-maplibre-migration skill by mapbox/mapbox-agent-skills
This skill guides migrating from MapLibre GL JS to Mapbox GL JS, detailing API compatibility, token setup, style changes, and benefits of Mapbox ecosystem.
MCPHTTPCLISDK
- Fit
- 72 / 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.