Install payload
Install payload is broadly covered in current results.
92% (11/12)
41 trusted · 456 review in this set — compare to see which signals differ.
Trust signals across 40 of 497 results
3 trust signals differ in this sample: Package trust, Source provenance, Submitter
Signals differ on Package trust, 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.
92% (11/12)
Adoption queue
2/497 visible results are in hold tier and need mitigation before adoption.
1 blockers: Metadata review
70/100
Request metadata review from maintainers or internal owners.
mcp/airtable-mcp-server · trust trusted · confidence 83%
1 blockers: Metadata review
70/100
Request metadata review from maintainers or internal owners.
mcp/asana-mcp-server · trust trusted · confidence 83%
1 blockers: Metadata review
70/100
Request metadata review from maintainers or internal owners.
mcp/aws-services-mcp-server · trust trusted · confidence 83%
1 blockers: Metadata review
70/100
Request metadata review from maintainers or internal owners.
mcp/box-mcp-server · trust trusted · confidence 83%
1 blockers: Metadata review
70/100
Request metadata review from maintainers or internal owners.
mcp/canva-mcp-server · trust trusted · confidence 83%
1 blockers: Metadata review
70/100
Request metadata review from maintainers or internal owners.
mcp/desktop-mcp-setup · trust trusted · confidence 83%
1 blockers: Metadata review
70/100
Request metadata review from maintainers or internal owners.
mcp/clickup-mcp-server · trust trusted · confidence 83%
1 blockers: Metadata review
70/100
Request metadata review from maintainers or internal owners.
mcp/cloudflare-mcp-server · trust trusted · confidence 83%
Decision confidence
2/497 results are low-confidence and need review before adoption.
Confident candidate for staged adoption.
74/100
mcp/airtable-mcp-server · trust trusted
Confident candidate for staged adoption.
74/100
mcp/asana-mcp-server · trust trusted
Confident candidate for staged adoption.
74/100
mcp/aws-services-mcp-server · trust trusted
Confident candidate for staged adoption.
74/100
mcp/box-mcp-server · trust trusted
Confident candidate for staged adoption.
74/100
mcp/canva-mcp-server · trust trusted
Confident candidate for staged adoption.
74/100
mcp/desktop-mcp-setup · trust trusted
Confident candidate for staged adoption.
74/100
mcp/clickup-mcp-server · trust trusted
Confident candidate for staged adoption.
74/100
mcp/cloudflare-mcp-server · trust trusted
Freshness distribution
Median age 47 days; 10 fresh, 2 aging or stale of 12 scanned.
Oldest entries in this view
Theme distribution
93 distinct themes with no dominant one. Most common: claude-code, desktop, automation.
93 distinct themes across 24 scanned
Local MCP server that gives AI assistants terminal control, process management, filesystem operations, search, diff editing, and document handling for desktop automation and development workflows.
Configure MCP servers in the Claude Desktop app by editing claude_desktop_config.json. Grounded walkthrough covering config file locations, the mcpServers JSON structure, the filesystem server, and how to verify and troubleshoot the connection.
Official MCP server providing secure file system operations for Claude Desktop and Claude Code
Open-source status companion for Claude Code and Codex with live local session state, your-turn alerts, usage views, and native macOS and Windows applications.
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.
MIT-licensed infrastructure for computer-use agents: background desktop drivers, MCP server support, Python SDKs, local/cloud sandboxes, macOS, Windows, Linux, Android, Cua Bench, GUI automation skills, and Lume virtualization for agents that see, click, type, and verify real desktops.
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.
Community reusable agent prompt for operating Claude Code Desktop using official desktop docs: parallel sessions, agent view, notifications, background jobs, and desktop-specific troubleshooting workflows.
Expert desktop scheduled maintenance capability pack applying documented Desktop scheduled task setup, triggers, environment scoping, and safety review from official desktop scheduled tasks documentation.
Interactive feedback MCP server that opens a web or Tauri desktop interface so AI coding agents can ask the human for confirmation, structured feedback, screenshots, prompt snippets, and follow-up direction during development.
Open-source, extensible AI agent that goes beyond code suggestions to install, execute, edit, and test with any LLM, available as a desktop app, CLI, and API with 70+ MCP extensions.
Windows computer-use MCP server that lets AI agents interact with the Windows operating system through UI state, keyboard and mouse actions, application control, file navigation, QA testing, and browser DOM mode.
Use Claude Code Desktop scheduled tasks to run recurring local maintenance: create tasks in Desktop, scope repositories and environments, review autonomous runs, and disable tasks when behavior drifts.
Run parallel Claude Code Desktop sessions safely: separate windows or tabs per workstream, branch ownership rules, notification hygiene, and handoffs between foreground and background jobs.
Use Claude Code computer-use tools from the CLI to drive desktop GUI QA: display selection, screenshot loops, safe test environments, and troubleshooting multi-monitor setups.
Resolve Claude Desktop MCP server connection errors fast. Step-by-step fixes for error -32000, disconnections, and configuration issues with proven solutions.
MCP Skills integration specialist for remote server configuration, tool permissions, multi-MCP orchestration, and Claude Desktop ecosystem workflows.
Expert Claude Code computer use GUI QA capability pack that applies documented computer-use MCP enablement, per-app session approval, screenshot checkpoints, and macOS permission workflows for native app validation—not an official Anthropic QA product.
macOS app and bundled stdio MCP server that lets Claude access selected local services such as Calendar, Contacts, Messages, Location, Maps, Reminders, camera, microphone, screenshots, Shortcuts, utilities, and Weather.
MCP server that lets Claude install other MCP servers into Claude Desktop by writing MCP config entries for npm packages, uvx packages, or locally cloned Node-based MCP server projects.
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.
Open-source visual AI programming environment from Ironclad for building, debugging, and embedding complex LLM agents and prompt-chaining graphs, with a desktop app and a TypeScript library.
MCP server for Anki flashcards that lets Claude review cards, manage decks, create and update notes, handle tags and media, inspect stats, and drive Anki desktop GUI workflows.
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.
Official Firecrawl MCP server for scraping, crawling, mapping, searching, and extracting web content through Claude Code, Claude Desktop, Cursor, VS Code, Windsurf, and other MCP clients.
Official Replicate MCP server for using Replicate model search, API tooling, and optional code-mode workflows from Claude Desktop, VS Code, Cursor, and compatible MCP clients.
Master MCP server development from scratch. Create custom Claude Desktop integrations with TypeScript/Python in 60 minutes using production-ready patterns.
Browse Reddit, search posts, and analyze user activity directly from Claude - no API keys required
Discord bot integration for community management, moderation, and server automation
Kubernetes cluster management and container orchestration through MCP integration