Find, trial, compare, and govern AI agents before hiring
MCP & Tool Integration
MCP servers, tool-use layers, SDK adapters, and integrations that connect agents to external tools.
Which technical function should the agent perform?
Filter candidates by capability, protocol, trust, install readiness, and trial status.
- Connect agents to tools, MCP servers, SDKs, or external APIs.
- Review install manifests and permissions.
- Confirm client compatibility before local setup.
Recommended trials and bundles
Android testing with Espresso, UIAutomator, and Compose Testing; layered strategy, flake control, device matrix, CI integration, and ADB automation.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Use when writing E2E web tests, debugging flaky tests, or setting up Playwright CI. Covers: stable selectors (getByRole), parallelization/sharding, flake control, network mocking, visual testing, MCP/AI automation, and CI/CD integration.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Risk-based quality engineering test strategy for software delivery. Use when defining or updating test strategy, selecting unit/integration/contract/E2E/performance/security coverage, setting CI quality gates and suite budgets, managing flaky tests and test data, and operationalizing observability-first debugging and release criteria.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill helps you build and query a knowledge graph for code, enabling semantic search, dependency mapping, and substantial token reduction.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill orchestrates autonomous QE iteration loops to improve tests, coverage, and quality gates using AQE v3 fleet coordination.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill facilitates transfer learning, hyperparameter tuning, A/B testing, and continuous improvement for QE agents to boost quality outcomes.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill scans code quality, enforces gates, and delivers actionable reports to speed reliable deployments and continuous improvement.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill guides security auditing, vulnerability scanning, and compliance validation for OWASP, SOC2, GDPR, and related standards.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill automates AI-powered test generation from code analysis and patterns to improve coverage across frameworks.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill helps verify visual integrity, responsive layouts, and WCAG 2.2 compliance across browsers to prevent regressions and accessibility issues.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Quality-first AI code generation to help busy devs write, test and review code.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
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.
4993 matching candidates for MCP & Tool Integration. 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.