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The tool likely maintains or queries a curated registry of MCP-compliant server implementations with metadata about capabilities, versions, and compatibility information.","intents":["Find available MCP servers that match my use case without manual research","Discover new MCP servers and their capabilities before committing to installation","Check if a specific MCP server exists and what versions are available"],"best_for":["developers building MCP-based applications and agents","teams evaluating MCP ecosystem maturity and available tools","solo developers prototyping with Model Context Protocol"],"limitations":["Registry completeness depends on community contributions and maintainer curation","Search may not include private or self-hosted MCP servers","Discovery limited to servers registered in the official or indexed registries"],"requires":["Network connectivity to reach registry endpoint","CLI tool installed and in system PATH"],"input_types":["text search queries","server names or keywords"],"output_types":["structured server metadata (JSON or formatted text)","version information","capability descriptions"],"categories":["search-retrieval","package-management"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-mcp-get__cap_1","uri":"capability://automation.workflow.mcp.server.installation.with.dependency.resolution","name":"mcp server installation with dependency resolution","description":"Installs MCP servers from the registry into a local environment, handling dependency resolution, version pinning, and compatibility checks. The tool likely downloads server binaries or source code, resolves transitive dependencies, and configures the server for use with compatible MCP clients (Claude, IDEs, agents).","intents":["Install an MCP server and all its dependencies with a single command","Pin specific versions of MCP servers to ensure reproducible environments","Automatically resolve and install transitive dependencies required by MCP servers"],"best_for":["developers setting up local MCP environments for agent development","teams standardizing MCP server versions across development and production","DevOps engineers automating MCP server provisioning in CI/CD pipelines"],"limitations":["Installation mechanism depends on server type (binary, Node.js, Python, etc.) — may require language-specific runtimes","No built-in sandboxing — installed servers run with full system permissions","Dependency resolution may fail if transitive dependencies have conflicting version constraints"],"requires":["CLI tool installed","Network access to download server artifacts","Appropriate language runtimes for target server (Node.js 18+, Python 3.9+, etc.)","Write permissions to installation directory"],"input_types":["server name or registry identifier","optional version specifier (e.g., @latest, @1.2.3)"],"output_types":["installed server binary or source code","configuration files","dependency manifest"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-mcp-get__cap_2","uri":"capability://automation.workflow.mcp.server.version.management.and.updates","name":"mcp server version management and updates","description":"Manages installed MCP server versions, checks for updates, and handles upgrades or downgrades with compatibility validation. The tool tracks installed versions, compares against registry versions, and applies updates while preserving configuration and state where possible.","intents":["Check if newer versions of installed MCP servers are available","Upgrade all MCP servers to their latest compatible versions","Downgrade to a previous MCP server version if a new release introduces breaking changes"],"best_for":["teams maintaining long-lived MCP deployments and needing security updates","developers managing multiple MCP servers and tracking version compatibility","DevOps engineers automating MCP server lifecycle management"],"limitations":["Update compatibility checks may not detect all breaking changes — requires manual testing","No automatic rollback if an update breaks dependent applications","Version pinning may prevent security updates if not actively managed"],"requires":["CLI tool installed","Network access to check registry for new versions","Write permissions to update installed server files"],"input_types":["server name or identifier","optional target version specifier"],"output_types":["version comparison report","changelog or release notes","update status (success/failure)"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-mcp-get__cap_3","uri":"capability://automation.workflow.mcp.server.configuration.and.initialization","name":"mcp server configuration and initialization","description":"Configures installed MCP servers with required settings, environment variables, and initialization parameters. The tool may generate configuration files, prompt for required credentials or API keys, and validate server readiness before exposing it to MCP clients.","intents":["Configure an MCP server with API keys, authentication tokens, or other required credentials","Set environment variables and runtime options for an installed MCP server","Validate that an MCP server is properly configured and ready to accept connections"],"best_for":["developers setting up MCP servers that require external API credentials","teams standardizing MCP server configuration across environments","DevOps engineers automating MCP server provisioning with configuration management"],"limitations":["Credential storage depends on system security — may expose secrets in plaintext if not carefully managed","Configuration validation is limited to schema checks — may not detect logical errors or permission issues","No built-in secret rotation or credential refresh mechanisms"],"requires":["CLI tool installed","Required credentials or API keys for the target MCP server","Write permissions to configuration directories"],"input_types":["configuration key-value pairs","environment variable assignments","credential strings or file paths"],"output_types":["configuration files (JSON, YAML, or environment format)","validation status report","server readiness check results"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-mcp-get__cap_4","uri":"capability://automation.workflow.mcp.server.lifecycle.management.start.stop.status","name":"mcp server lifecycle management (start, stop, status)","description":"Manages the runtime lifecycle of installed MCP servers, including starting, stopping, restarting, and monitoring status. The tool likely wraps process management (systemd, launchd, or custom process spawning) and provides unified control across multiple servers.","intents":["Start an installed MCP server and make it available to MCP clients","Stop a running MCP server gracefully or forcefully","Check the current status and health of installed MCP servers"],"best_for":["developers running MCP servers locally during development","teams managing MCP server fleets in production environments","DevOps engineers automating MCP server orchestration"],"limitations":["Process management may be OS-specific (different behavior on Windows, macOS, Linux)","No built-in health checks beyond process status — cannot detect hung or unresponsive servers","Graceful shutdown depends on server implementation — some servers may not handle signals properly"],"requires":["CLI tool installed","MCP server already installed via mcp-get","Appropriate permissions to spawn and manage processes"],"input_types":["server name or identifier","optional command (start, stop, restart, status)"],"output_types":["process status (running, stopped, error)","process ID and resource usage","server logs or error messages"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-mcp-get__cap_5","uri":"capability://automation.workflow.mcp.server.listing.and.inventory.management","name":"mcp server listing and inventory management","description":"Lists all installed MCP servers, displays their versions, status, and metadata. The tool maintains a local inventory of installed servers and provides filtering or sorting capabilities to help developers understand their MCP environment.","intents":["View all MCP servers currently installed in my environment","Check the installed version of a specific MCP server","Filter or search installed servers by name, capability, or status"],"best_for":["developers auditing their local MCP environment","teams documenting installed MCP servers for onboarding","DevOps engineers tracking MCP server inventory across deployments"],"limitations":["Inventory accuracy depends on tracking consistency — manually deleted servers may remain in inventory","No built-in export to standard formats (CSV, JSON) for external reporting","Filtering capabilities may be limited compared to dedicated inventory management tools"],"requires":["CLI tool installed","At least one MCP server installed"],"input_types":["optional filter criteria (name, status, version)"],"output_types":["formatted list of installed servers","server metadata (version, status, installation path)","summary statistics"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-mcp-get__cap_6","uri":"capability://automation.workflow.mcp.server.removal.and.cleanup","name":"mcp server removal and cleanup","description":"Uninstalls MCP servers and removes associated files, configuration, and dependencies. The tool handles cleanup of server artifacts, configuration files, and optionally removes unused transitive dependencies to free up disk space.","intents":["Uninstall an MCP server that is no longer needed","Remove all files and configuration associated with an MCP server","Clean up unused dependencies after removing MCP servers"],"best_for":["developers cleaning up local MCP environments","teams managing disk space on shared development machines","DevOps engineers deprovisioning MCP servers from production"],"limitations":["Removal may fail if the server is currently running — requires manual stop first","Dependency cleanup may remove shared libraries used by other servers if not carefully tracked","No built-in backup or recovery mechanism — removed servers cannot be easily restored"],"requires":["CLI tool installed","MCP server already installed via mcp-get","Write permissions to remove server files and directories"],"input_types":["server name or identifier","optional flags (--force, --keep-config, --cleanup-deps)"],"output_types":["removal status (success/failure)","list of removed files","freed disk space estimate"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":30,"verified":false,"data_access_risk":"high","permissions":["Network connectivity to reach registry endpoint","CLI tool installed and in system PATH","CLI tool installed","Network access to download server artifacts","Appropriate language runtimes for target server (Node.js 18+, Python 3.9+, etc.)","Write permissions to installation directory","Network access to check registry for new versions","Write permissions to update installed server files","Required credentials or API keys for the target MCP server","Write permissions to configuration directories"],"failure_modes":["Registry completeness depends on community contributions and maintainer curation","Search may not include private or self-hosted MCP servers","Discovery limited to servers registered in the official or indexed registries","Installation mechanism depends on server type (binary, Node.js, Python, etc.) — may require language-specific runtimes","No built-in sandboxing — installed servers run with full system permissions","Dependency resolution may fail if transitive dependencies have conflicting version constraints","Update compatibility checks may not detect all breaking changes — requires manual testing","No automatic rollback if an update breaks dependent applications","Version pinning may prevent security updates if not actively managed","Credential storage depends on system security — may expose secrets in plaintext if not carefully managed","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.39,"ecosystem":0.25,"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":"2026-06-17T09:51:03.578Z","last_scraped_at":"2026-05-03T14:00:18.053Z","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=mcp-get","compare_url":"https://unfragile.ai/compare?artifact=mcp-get"}},"signature":"Zz/2Em6jU+xbMrm1ZPZ91LX0Gg/QLj8KvU3J+QSE6xY/Ck7FtN0l52wGJFkFXdAl7WnzD3Q4VER2RZAQDRRNCQ==","signedAt":"2026-06-22T05:26:37.842Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/mcp-get","artifact":"https://unfragile.ai/mcp-get","verify":"https://unfragile.ai/api/v1/verify?slug=mcp-get","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"}}