Install payload
Install payload is broadly covered in current results.
100% (12/12)
Select entries to compare install and trust signals side by side.
Trust signals across 40 of 46 results
2 trust signals differ in this sample: Source provenance, Submitter
Signals differ on Source provenance, Submitter — add entries to compare before you install.
Rollout signal scan
Biggest gaps: metadata review, package integrity. 0 entries have 2+ required gaps.
Install payload
Install payload is broadly covered in current results.
100% (12/12)
Most at-risk entries in this view
Adoption queue
9/46 visible results are in hold tier and need mitigation before adoption.
1 blockers: Metadata review
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
commands/api-contract-check · trust review · confidence 67%
1 blockers: Metadata review
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
tools/ag2-agent-framework · trust review · confidence 67%
1 blockers: Metadata review
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
statuslines/ai-model-performance-dashboard · trust review · confidence 67%
1 blockers: Metadata review
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
skills/authjs-nextjs-authentication · trust review · confidence 67%
1 blockers: Metadata review
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
mcp/bifrost-mcp-gateway · trust review · confidence 67%
1 blockers: Metadata review
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
tools/cherry-studio · trust review · confidence 67%
1 blockers: Metadata review
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
skills/claude-code-enterprise-network-config-capability-pack · trust review · confidence 67%
1 blockers: Metadata review
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
guides/claude-code-gitlab-ci-cd-workflow · trust review · confidence 67%
Decision confidence
9/46 results are low-confidence and need review before adoption.
Address Metadata review, Package integrity before broader rollout.
54/100
commands/api-contract-check · trust review
Address Metadata review, Package integrity before broader rollout.
54/100
tools/ag2-agent-framework · trust review
Address Metadata review, Package integrity before broader rollout.
54/100
statuslines/ai-model-performance-dashboard · trust review
Address Metadata review, Package integrity before broader rollout.
54/100
skills/authjs-nextjs-authentication · trust review
Address Metadata review, Package integrity before broader rollout.
54/100
mcp/bifrost-mcp-gateway · trust review
Address Metadata review, Package integrity before broader rollout.
54/100
tools/cherry-studio · trust review
Address Metadata review, Package integrity before broader rollout.
54/100
skills/claude-code-enterprise-network-config-capability-pack · trust review
Address Metadata review, Package integrity before broader rollout.
54/100
guides/claude-code-gitlab-ci-cd-workflow · trust review
Freshness distribution
Median age 33 days; all 12 scanned entries are within 90 days.
Theme distribution
115 distinct themes with no dominant one. Most common: mcp, claude-code, agents.
115 distinct themes across 24 scanned
Cross-platform AI desktop client with multiple LLM providers, local model support, 300+ assistants, document and image handling, WebDAV backup, MCP server support, mini programs, and enterprise deployment options.
Hugging Face Python agent library for CodeAgent and ToolCallingAgent workflows, where agents write Python actions, call tools, use MCP tool collections, connect to Hub tools and spaces, run with LiteLLM or local models, and use optional sandboxes.
Idiomatic Java/JVM library for building LLM-powered applications with unified model APIs, tool calling, agentic workflows, RAG, chat memory, embedding stores, MCP client support, and Spring Boot, Quarkus, Helidon, and Micronaut integrations.
Self-hosted AI chat and agent platform with LibreChat Agents, MCP support, reusable Skills, Subagents, Code Interpreter, web search, artifacts, multi-provider model routing, secure multi-user auth, and Docker Compose deployment.
Open-source terminal AI coding agent from Qwen with Auto-Memory, Auto-Skills, SubAgents, Agent Teams, dynamic workflows, MCP support, multi-provider model routing, IDE plugins, desktop app, daemon mode, SDKs, IM bots, sandboxing, and worktree-aware coding workflows.
Open-source Python and TypeScript SDK for building model-driven AI agents with any model provider, MCP tools, streaming, multi-agent patterns, structured output, observability, hooks, guardrails, and production deployment guidance.
Set up Claude Code in GitLab CI/CD with maintainer-approved prompts, least-privilege tool access, and Bedrock or Vertex OIDC alternatives from official GitLab integration docs.
Open-source AI gateway that can connect to downstream MCP servers and expose their aggregated tools through a single HTTP or SSE MCP endpoint for Claude Desktop, Cursor, and other MCP clients.
Built-in Streamable HTTP MCP server for Nuclear Music Player that lets Claude inspect available music-player domains, discover method signatures, describe data types, and control playback, queue, favorites, playlists, dashboard, and provider workflows.
MCP server that unifies web search, AI answer, GitHub search, and web extraction providers including Tavily, Brave, Kagi, Exa, Linkup, Firecrawl, and GitHub behind four consolidated tools.
Slash command that runs consumer-driven contract verification for an HTTP API using Pact.
Add or maintain Auth.js authentication in a Next.js app with next-auth, auth.ts, route handlers, providers, sessions, adapters, protected resources, proxy or middleware behavior, deployment configuration, and migration review.
Claude Code statusline that prints the current model label, provider label, and optional routing hint from local statusline input.
Build and maintain NestJS backend APIs with modules, controllers, providers, dependency injection, configuration, validation pipes, guards, interceptors, exception filters, OpenAPI docs, testing, and production safety review.
Source-backed Claude agent prompt for contributing to the official Vercel AI SDK monorepo using its AGENTS.md guidance, pnpm workspace commands, package build and test boundaries, provider architecture, Zod compatibility rules, JSON parsing safety, ADR review, and documentation sources.
Open-source AI gateway and Python SDK for routing LLM calls through a unified OpenAI-compatible interface.
OpenAPI-native platform and CLI for generating type-safe SDKs, CLIs, Terraform providers, contract tests, and standalone MCP servers.
Connect Claude to Terraform Registry, HCP Terraform, and Terraform Enterprise context through HashiCorp's MCP server.
Expert Vitest coverage planning skill for choosing providers, scoping reports, setting thresholds, triaging gaps, and designing practical coverage gates.
Multi-provider AI performance dashboard with context occupancy tracking, truncation warnings, TTFT latency, tokens/min rate, and model comparison metrics.
Claude Code statusline that reads the active model identifier from session input and displays real-time token usage as a percentage of the context window, with green/yellow/red color-coded warnings.
Transform Claude into a NestJS specialist with deep knowledge of the module system, dependency injection, decorators, providers, guards, interceptors, and microservice patterns.
Configure Claude Code on Amazon Bedrock: AWS region resolution, GovCloud inference profiles, credential export caching, service tiers, and CI empty-string pitfalls.
Configure Claude Code on Microsoft Foundry: Azure auth, idle timeouts, auto mode opt-in, PowerShell tool defaults, and third-party provider messaging.
Set up Claude Code on Google Vertex AI using official documentation: provider configuration, authentication, project routing, and troubleshooting third-party provider limitations for features like fast mode and computer use.
Provider Abstraction Layer MCP server for orchestrating multiple AI models, external AI CLIs, planning, consensus, code review, debugging, and delegated sub-agent workflows from one MCP client.
Open-source Python framework for building real-time voice and multimodal conversational agents, orchestrating speech-to-text, LLM, text-to-speech, voice activity detection, and transports as a composable pipeline with pluggable providers.
Lightweight, modular open-source Python framework for building agentic AI pipelines from atomic, composable components (agents, tools, context providers), built on Instructor and Pydantic.
Open-source Python AgentOS and multi-agent framework, evolved from AutoGen, for building conversable agents, group chats, swarms, human-in-the-loop workflows, tool use, RAG, code execution, and provider-backed agent systems.
JetBrains incubator Kotlin and JVM agent framework for building predictable, fault-tolerant AI agents with graph workflows, tools, MCP integration, memory, streaming, OpenTelemetry, Spring/Ktor integrations, and multiple LLM providers.