{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"vscode-automatalabs-copilot-mcp","slug":"copilot-mcp-agent-skills-manager","name":"Copilot MCP + Agent Skills Manager","type":"mcp","url":"https://marketplace.visualstudio.com/items?itemName=AutomataLabs.copilot-mcp","page_url":"https://unfragile.ai/copilot-mcp-agent-skills-manager","categories":["automation","code-editors"],"tags":["__sponsor_extension","agent","agent skills","ai","chatgpt","chat-participant","chat-participant-utils","claude","claude code","claude skills","codex","codex cli","codex skills","coding","copilot","copilot skills","copilot-mcp","dev","llama","mcp","model context protocol","openrouter","skills","skills.sh","sonnet"],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"vscode-automatalabs-copilot-mcp__cap_0","uri":"capability://search.retrieval.mcp.server.discovery.and.registry.search","name":"mcp server discovery and registry search","description":"Provides a searchable registry interface within VS Code that queries the skills.sh marketplace and cloudmcp.run to discover available MCP servers and skills. Users search by name, capability, or tag through a dedicated UI panel in the Activity Bar, with results filtered and ranked by relevance. The extension maintains a local cache of available servers to enable offline browsing and fast search performance without repeated network calls.","intents":["Find MCP servers that provide specific capabilities (e.g., 'database tools', 'web scraping')","Discover new skills and tools available in the ecosystem without leaving VS Code","Browse community-contributed MCP servers and evaluate them before installation","Search for servers by provider or compatibility (Claude, Copilot, Llama)"],"best_for":["AI agent developers building multi-tool systems","Teams standardizing on MCP for tool orchestration","Solo developers exploring the MCP ecosystem"],"limitations":["Search results depend on skills.sh registry freshness — updates may lag behind actual server releases","No advanced filtering by performance metrics, security audits, or maintenance status","Registry search is read-only; cannot contribute or modify server metadata directly from extension"],"requires":["VS Code (version not specified in documentation)","GitHub Copilot Chat extension installed","Internet connectivity to query skills.sh and cloudmcp.run registries"],"input_types":["text search queries","filter tags (provider, capability, language)"],"output_types":["structured server metadata (name, description, provider, compatibility)","installation instructions and configuration templates"],"categories":["search-retrieval","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-automatalabs-copilot-mcp__cap_1","uri":"capability://automation.workflow.one.click.mcp.server.installation.and.configuration","name":"one-click mcp server installation and configuration","description":"Automates the installation of MCP servers discovered in the registry by generating and applying VS Code settings configuration automatically. When a user selects a server to install, the extension resolves its dependencies, generates the appropriate configuration block (with transport protocol, executable path, and environment variables), and injects it into VS Code's settings.json or workspace settings. For Cloud MCP servers, installation requires only OAuth authentication with no local setup, terminal commands, or manual configuration needed.","intents":["Install an MCP server with a single click without manually editing VS Code settings","Configure multiple MCP servers in a workspace without managing JSON configuration","Deploy remote MCP servers via Cloud MCP without setting up local executables or dependencies","Quickly switch between local and remote MCP server configurations"],"best_for":["Non-technical users and founders prototyping AI agent workflows","Teams deploying standardized MCP configurations across developers","Developers wanting to avoid manual JSON configuration and dependency management"],"limitations":["Installation assumes VS Code settings are writable; fails silently if settings are read-only or managed by organization policies","No rollback mechanism if installation corrupts settings.json or introduces conflicting configurations","Cloud MCP deployment requires OAuth flow; no support for API keys or service account authentication","Dependency resolution is opaque — extension does not show what dependencies will be installed or their versions"],"requires":["VS Code (version not specified)","GitHub Copilot Chat extension","Write access to VS Code settings (local or workspace)","For Cloud MCP: GitHub or other OAuth provider account"],"input_types":["server selection from registry","optional configuration overrides (environment variables, arguments)"],"output_types":["VS Code settings.json configuration block","OAuth token (for Cloud MCP)","installation status and error messages"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-automatalabs-copilot-mcp__cap_10","uri":"capability://tool.use.integration.chat.participant.integration.for.skill.invocation","name":"chat participant integration for skill invocation","description":"Integrates installed MCP servers as chat participants or slash commands within Copilot Chat, allowing users to invoke tools directly from chat conversations. When a user mentions a skill or uses a slash command, the extension routes the request to the appropriate MCP server and returns results inline in the chat. This enables natural language tool invocation without leaving the chat interface.","intents":["Invoke MCP tools directly from Copilot Chat conversations","Use slash commands to trigger specific skills (e.g., '/database query')","Get tool results inline in chat without context switching","Build multi-turn conversations that leverage MCP tools"],"best_for":["Users who want to invoke tools without leaving the chat interface","Teams building conversational AI agents with tool access","Developers prototyping agent workflows in chat"],"limitations":["Chat participant integration is not documented — unclear how slash commands are registered or how results are formatted","Tool invocation context (conversation history, user intent) may not be passed to MCP servers","No support for streaming tool results in chat","Tool results are formatted as text; complex data structures may not render well in chat"],"requires":["VS Code with GitHub Copilot Chat extension","At least one MCP server installed and configured","MCP server must support chat participant protocol (if applicable)"],"input_types":["natural language query","slash command","tool parameters (if provided)"],"output_types":["tool result","formatted response in chat","error message"],"categories":["tool-use-integration","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-automatalabs-copilot-mcp__cap_2","uri":"capability://safety.moderation.agent.level.skill.access.control.and.management","name":"agent-level skill access control and management","description":"Provides granular controls to assign installed MCP servers and skills to specific AI agents or chat participants within VS Code. The extension maintains a mapping of which agents (Copilot, Claude, Llama, etc.) have access to which skills, enforcing these permissions when agents attempt to invoke tools. Users can enable/disable skills per agent, revoke access, and audit which agents are using which servers through a dedicated management UI.","intents":["Restrict dangerous or expensive tools (e.g., database deletion, API calls) to specific trusted agents","Prevent accidental tool invocation by disabling skills for agents that don't need them","Audit which agents have access to which MCP servers for compliance and security","Manage skill availability across multiple agents in a shared workspace"],"best_for":["Teams deploying AI agents in production with security and cost constraints","Organizations requiring audit trails of agent tool access","Developers building multi-agent systems with different capability levels"],"limitations":["Permission model is not documented — unclear if controls are enforced at extension level or delegated to agents","No role-based access control (RBAC) or team-level permission management","Revocation is immediate but no audit log of permission changes is provided","Agent-level controls only apply to agents managed by this extension; external agents cannot be governed"],"requires":["VS Code with GitHub Copilot Chat extension","At least one MCP server installed","Multiple agents configured (Copilot, Claude, Llama, etc.)"],"input_types":["agent selection","skill/server selection","enable/disable toggle"],"output_types":["permission configuration (agent → skill mapping)","audit events (optional, if logging is implemented)"],"categories":["safety-moderation","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-automatalabs-copilot-mcp__cap_3","uri":"capability://automation.workflow.automatic.mcp.server.lifecycle.management.connect.disconnect","name":"automatic mcp server lifecycle management (connect/disconnect)","description":"Manages the lifecycle of MCP server connections within VS Code, including startup, health monitoring, and graceful shutdown. When a user enables a server, the extension spawns the process (for local servers) or establishes a connection (for Cloud MCP), monitors its health, and automatically reconnects on failure. Users can manually connect/disconnect servers through the UI, and the extension persists connection state across VS Code sessions.","intents":["Start and stop MCP servers without using the terminal","Automatically reconnect to MCP servers if they crash or become unavailable","Monitor the health and status of connected servers in real-time","Persist server connections across VS Code restarts"],"best_for":["Developers who want to avoid terminal management of MCP server processes","Teams deploying multiple MCP servers that need reliable uptime","Solo developers prototyping agents without DevOps infrastructure"],"limitations":["Health monitoring implementation is not documented — unclear if it uses heartbeats, polling, or event-based detection","No configurable retry logic or exponential backoff for failed reconnections","Logs for server startup/shutdown are not accessible through the extension UI","Process resource limits (memory, CPU) are not configurable; servers may consume unbounded resources"],"requires":["VS Code with GitHub Copilot Chat extension","For local servers: Node.js, Python, or other runtime matching server requirements","For Cloud MCP: OAuth authentication"],"input_types":["server selection","connect/disconnect action"],"output_types":["connection status (connected, disconnected, error)","error messages and logs (if available)"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-automatalabs-copilot-mcp__cap_4","uri":"capability://tool.use.integration.multi.provider.mcp.server.compatibility.bridging","name":"multi-provider mcp server compatibility bridging","description":"Enables MCP servers to be used with multiple AI providers (Copilot, Claude, Llama, OpenRouter) by translating between provider-specific tool invocation formats and the standard MCP protocol. The extension detects the provider being used in a chat session and adapts the MCP server's tool schemas and responses to match that provider's expected format. This allows a single MCP server to serve multiple downstream agents without modification.","intents":["Use the same MCP server with both Copilot and Claude without duplicating server code","Switch between AI providers without reconfiguring tools or skills","Leverage provider-specific optimizations (e.g., Anthropic's tool_use vs OpenAI's function_calling) transparently","Build provider-agnostic agent workflows"],"best_for":["Teams using multiple AI providers and wanting to standardize on MCP","Developers building portable agent skills that work across providers","Organizations evaluating different AI providers without tool duplication"],"limitations":["Translation layer adds latency (~50-200ms per tool invocation) due to schema conversion","Provider-specific features (e.g., vision capabilities, streaming) may not translate cleanly across all providers","Tool schema compatibility is not guaranteed — some servers may not work with all providers","No fallback mechanism if a provider's tool invocation format changes"],"requires":["VS Code with GitHub Copilot Chat extension","At least one MCP server installed","Multiple AI providers configured (Copilot, Claude, Llama, OpenRouter)"],"input_types":["MCP server tool schema","provider identifier (Copilot, Claude, Llama, OpenRouter)"],"output_types":["translated tool schema","provider-specific tool invocation format","normalized tool responses"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-automatalabs-copilot-mcp__cap_5","uri":"capability://automation.workflow.cloud.mcp.remote.server.deployment.and.oauth.authentication","name":"cloud mcp remote server deployment and oauth authentication","description":"Enables deployment of MCP servers to a managed cloud platform (cloudmcp.run) without requiring local setup, terminal commands, or API key management. Users authenticate via OAuth (GitHub, Google, etc.), and the extension provisions and manages remote MCP server instances. The cloud platform handles server execution, scaling, and networking, while the extension maintains the connection and forwards tool invocations to the remote server.","intents":["Deploy MCP servers without setting up local infrastructure or managing dependencies","Use MCP servers on machines without Node.js, Python, or other required runtimes","Share MCP servers across multiple developers without duplicating setup","Avoid managing API keys and credentials for MCP server authentication"],"best_for":["Non-technical users and founders prototyping AI agents","Teams without DevOps resources for local MCP server management","Organizations with security policies restricting local tool execution","Developers working across multiple machines who want consistent tool availability"],"limitations":["Cloud MCP is OAuth-only; no support for API keys, service accounts, or custom authentication","Pricing and quotas for Cloud MCP are not documented — unclear if there are rate limits or usage costs","Vendor lock-in to cloudmcp.run; no option to self-host or use alternative cloud providers","Network latency for remote servers is higher than local servers (typically 100-500ms per invocation)","Some MCP servers may not be compatible with Cloud MCP if they require local file system access or specific runtimes"],"requires":["VS Code with GitHub Copilot Chat extension","GitHub, Google, or other OAuth provider account","Internet connectivity to cloudmcp.run"],"input_types":["OAuth provider selection","MCP server selection for deployment"],"output_types":["OAuth token","remote server endpoint","connection status"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-automatalabs-copilot-mcp__cap_6","uri":"capability://automation.workflow.workspace.level.mcp.server.configuration.and.persistence","name":"workspace-level mcp server configuration and persistence","description":"Stores MCP server configurations at the workspace level in VS Code's settings, allowing teams to version control and share standardized MCP setups across developers. The extension generates configuration blocks that can be committed to version control, enabling reproducible agent environments. Workspace settings override user-level settings, allowing per-project customization while maintaining team standards.","intents":["Share a consistent set of MCP servers across a team without manual setup","Version control MCP server configurations alongside code","Override global MCP settings for specific projects or branches","Onboard new developers with pre-configured MCP servers"],"best_for":["Teams standardizing on MCP for agent development","Organizations with multiple projects requiring different MCP configurations","Teams using version control for infrastructure-as-code practices"],"limitations":["Configuration is stored in VS Code settings.json, which may conflict with other VS Code extensions or organizational policies","No encryption for sensitive configuration (API keys, credentials) — secrets must be managed separately","Workspace settings are not automatically synced across machines; developers must pull latest settings from version control","No validation or schema checking for MCP configurations — invalid settings may cause silent failures"],"requires":["VS Code with GitHub Copilot Chat extension","Write access to workspace settings","Version control system (Git) for sharing configurations"],"input_types":["MCP server configuration (name, executable, arguments, environment variables)"],"output_types":["VS Code workspace settings.json block","configuration validation status"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-automatalabs-copilot-mcp__cap_7","uri":"capability://automation.workflow.integrated.mcp.server.status.monitoring.and.error.reporting","name":"integrated mcp server status monitoring and error reporting","description":"Provides real-time visibility into MCP server health, connection status, and error conditions through a dedicated UI panel in VS Code. The extension displays which servers are connected, disconnected, or in error state, and surfaces error messages and logs for debugging. Status indicators show at a glance which servers are available for tool invocation, and error details help developers diagnose connection or configuration issues.","intents":["Quickly identify which MCP servers are available and ready for use","Debug MCP server connection failures without accessing terminal logs","Monitor server health and detect when servers become unavailable","Troubleshoot configuration errors without manual log inspection"],"best_for":["Developers debugging MCP server issues","Teams operating multiple MCP servers who need visibility into health","Non-technical users who need to understand why tools are unavailable"],"limitations":["Error reporting implementation is not documented — unclear what level of detail is provided","No historical logs or audit trail of server status changes","Error messages may be generic and not provide actionable debugging information","No alerting or notification system for server failures"],"requires":["VS Code with GitHub Copilot Chat extension","At least one MCP server installed"],"input_types":["MCP server list"],"output_types":["status indicator (connected, disconnected, error)","error message","server metadata (uptime, last connection time, etc.)"],"categories":["automation-workflow","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-automatalabs-copilot-mcp__cap_8","uri":"capability://automation.workflow.skill.versioning.and.update.management","name":"skill versioning and update management","description":"Tracks versions of installed MCP servers and skills, notifies users when updates are available, and provides one-click update functionality. The extension maintains a local manifest of installed server versions and periodically checks the skills.sh registry for newer versions. Users can review update changelogs before applying updates, and the extension handles configuration migration if server schemas change between versions.","intents":["Stay informed about new versions of installed MCP servers","Update MCP servers without manually re-installing or reconfiguring","Review changelogs and breaking changes before updating","Rollback to previous versions if an update breaks compatibility"],"best_for":["Teams running multiple MCP servers who need to manage updates","Developers who want to stay current with MCP server improvements","Organizations with change management policies requiring review before updates"],"limitations":["Update mechanism is not documented — unclear if updates are automatic, manual, or scheduled","No rollback functionality is mentioned; reverting to previous versions may require manual configuration","Configuration migration for breaking changes is not documented — users may need to manually reconfigure after updates","Update notifications may be noisy if many servers have frequent releases"],"requires":["VS Code with GitHub Copilot Chat extension","At least one MCP server installed","Internet connectivity to check for updates"],"input_types":["installed server list","update preference (automatic, manual, scheduled)"],"output_types":["update notification","changelog","version comparison","update status"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-automatalabs-copilot-mcp__cap_9","uri":"capability://automation.workflow.mcp.server.configuration.templating.and.presets","name":"mcp server configuration templating and presets","description":"Provides pre-built configuration templates for popular MCP servers, allowing users to quickly configure servers with sensible defaults. Templates include environment variables, arguments, and other settings optimized for common use cases. Users can customize templates before applying them, and the extension validates configurations against the server's schema before saving.","intents":["Quickly configure popular MCP servers without learning their configuration options","Apply best-practice configurations for common use cases (e.g., database tools, web scraping)","Avoid configuration errors by using validated templates","Share configuration presets across teams"],"best_for":["Non-technical users and founders who don't want to learn MCP configuration","Teams standardizing on specific MCP servers","Developers prototyping agents quickly without deep configuration knowledge"],"limitations":["Templates are limited to popular servers; niche or custom servers may not have templates","Templates may become outdated if server configuration options change","No mechanism to contribute or share custom templates across teams","Validation is schema-based but may not catch semantic errors (e.g., invalid API endpoints)"],"requires":["VS Code with GitHub Copilot Chat extension","MCP server selected for configuration"],"input_types":["template selection","configuration customization (optional)"],"output_types":["pre-filled configuration block","validation status","configuration documentation"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":44,"verified":false,"data_access_risk":"high","permissions":["VS Code (version not specified in documentation)","GitHub Copilot Chat extension installed","Internet connectivity to query skills.sh and cloudmcp.run registries","VS Code (version not specified)","GitHub Copilot Chat extension","Write access to VS Code settings (local or workspace)","For Cloud MCP: GitHub or other OAuth provider account","VS Code with GitHub Copilot Chat extension","At least one MCP server installed and configured","MCP server must support chat participant protocol (if applicable)"],"failure_modes":["Search results depend on skills.sh registry freshness — updates may lag behind actual server releases","No advanced filtering by performance metrics, security audits, or maintenance status","Registry search is read-only; cannot contribute or modify server metadata directly from extension","Installation assumes VS Code settings are writable; fails silently if settings are read-only or managed by organization policies","No rollback mechanism if installation corrupts settings.json or introduces conflicting configurations","Cloud MCP deployment requires OAuth flow; no support for API keys or service account authentication","Dependency resolution is opaque — extension does not show what dependencies will be installed or their versions","Chat participant integration is not documented — unclear how slash commands are registered or how results are formatted","Tool invocation context (conversation history, user intent) may not be passed to MCP servers","No support for streaming tool results in chat","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.59,"quality":0.32,"ecosystem":0.45,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.15,"match_graph":0.23,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:34.118Z","last_scraped_at":"2026-05-03T15:20:35.026Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=copilot-mcp-agent-skills-manager","compare_url":"https://unfragile.ai/compare?artifact=copilot-mcp-agent-skills-manager"}},"signature":"6HhN0/xzl0H1wQp9nywuBfkpVQwRTt23lxJW4S+Gc5Yu9OR9DBNSiyVHkRpnu6KcKFWHHooFgNBmJcCZ7kJcAg==","signedAt":"2026-06-22T02:59:17.753Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/copilot-mcp-agent-skills-manager","artifact":"https://unfragile.ai/copilot-mcp-agent-skills-manager","verify":"https://unfragile.ai/api/v1/verify?slug=copilot-mcp-agent-skills-manager","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}