{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"awesome-toolbase","slug":"toolbase","name":"Toolbase","type":"product","url":"https://gettoolbase.ai","page_url":"https://unfragile.ai/toolbase","categories":["app-builders"],"tags":[],"pricing":{"model":"unknown","free":false,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"awesome-toolbase__cap_0","uri":"capability://tool.use.integration.gui.based.mcp.server.discovery.and.registration","name":"gui-based mcp server discovery and registration","description":"Enables users to discover, validate, and register Model Context Protocol (MCP) servers through a desktop graphical interface without writing configuration files or YAML. The application likely maintains a registry or connects to public MCP server repositories, validates server endpoints and capabilities, and stores configurations in a local database or config file that can be read by compatible clients.","intents":["I want to add an MCP server to my Claude desktop or IDE integration without editing JSON config files","I need to discover what MCP servers are available and what capabilities they expose","I want to validate that an MCP server is working before connecting it to my AI tools"],"best_for":["Non-technical users integrating MCP servers with Claude Desktop or other MCP clients","Teams managing multiple MCP server instances across different environments","Developers prototyping MCP-based workflows without DevOps overhead"],"limitations":["Likely limited to servers that follow MCP specification — proprietary or non-standard protocols may not be discoverable","No built-in server hosting or deployment — only manages connections to existing servers","Registry of available servers depends on what Toolbase indexes or integrates with"],"requires":["Desktop OS (Windows, macOS, or Linux)","MCP-compatible client (Claude Desktop, compatible IDE, or MCP host)","Network access to MCP server endpoints"],"input_types":["MCP server URL or endpoint","Server configuration parameters","Authentication credentials (if required)"],"output_types":["Registered MCP server configuration","Server capability manifest","Connection status and validation results"],"categories":["tool-use-integration","mcp-management"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-toolbase__cap_1","uri":"capability://memory.knowledge.local.tool.inventory.and.metadata.management","name":"local tool inventory and metadata management","description":"Maintains a searchable, categorized inventory of available tools and MCP servers with metadata (name, description, capabilities, version, authentication requirements). The application likely stores this inventory locally with indexing for fast search and filtering, and may sync with remote registries or allow manual tool registration with custom metadata.","intents":["I want to see all available tools and servers I can connect to in one place","I need to search for a tool that does X without browsing multiple documentation sites","I want to understand what capabilities each tool exposes before adding it to my workflow"],"best_for":["Teams managing large tool ecosystems with 10+ integrations","Users building multi-tool AI workflows who need quick tool discovery","Organizations standardizing on approved tool sets"],"limitations":["Inventory is only as current as the last sync with remote registries — may lag behind newly released tools","Search and filtering are limited to indexed metadata — no semantic search across tool documentation","No built-in tool versioning or dependency resolution"],"requires":["Desktop application running","Local storage for inventory database","Optional: network access to sync with remote tool registries"],"input_types":["Tool metadata (name, description, schema, version)","Search queries and filter criteria"],"output_types":["Filtered tool list with metadata","Tool capability schemas","Tool connection instructions"],"categories":["memory-knowledge","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-toolbase__cap_2","uri":"capability://tool.use.integration.one.click.tool.and.mcp.server.connection.to.ai.clients","name":"one-click tool and mcp server connection to ai clients","description":"Automates the process of connecting registered tools and MCP servers to compatible AI clients (Claude Desktop, IDEs, or other MCP hosts) by generating and injecting the necessary configuration without manual file editing. The application likely detects installed clients, validates compatibility, and writes configuration in the format expected by each client type.","intents":["I want to add a tool to Claude Desktop with a single click instead of editing config files","I need to quickly enable/disable tools across multiple AI clients without touching configuration","I want to ensure my tool configuration is valid before it's used by my AI client"],"best_for":["Non-technical users who avoid command-line and config file editing","Teams rapidly iterating on tool integrations during development","Users managing tools across multiple AI clients (Claude Desktop, VS Code, etc.)"],"limitations":["Only works with clients that Toolbase has explicit integration for — unsupported clients require manual configuration","Configuration injection may fail if client is running or has file locks","No rollback mechanism — users must manually revert if a bad configuration is injected"],"requires":["Compatible AI client installed (Claude Desktop, supported IDE, or MCP host)","Write permissions to client configuration directory","Client must support MCP protocol"],"input_types":["Selected tool or MCP server from inventory","Target AI client selection"],"output_types":["Updated client configuration file","Connection status confirmation","Error messages if injection fails"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-toolbase__cap_3","uri":"capability://tool.use.integration.tool.authentication.and.credential.management","name":"tool authentication and credential management","description":"Provides a secure interface for storing and managing API keys, OAuth tokens, and other credentials required by tools and MCP servers. The application likely encrypts credentials locally, manages token refresh for OAuth flows, and injects credentials into tool configurations at runtime without exposing them in plaintext config files.","intents":["I want to securely store API keys for multiple tools without hardcoding them in config files","I need to manage OAuth tokens and refresh them automatically when they expire","I want to rotate credentials for a tool across all my AI clients at once"],"best_for":["Users integrating tools that require authentication (APIs, databases, cloud services)","Teams managing shared tool configurations with different credentials per environment","Security-conscious users who want credentials encrypted at rest"],"limitations":["Encryption is only as secure as the local machine — no remote backup or recovery if device is lost","OAuth token refresh requires the application to be running — offline use may cause token expiration","No audit logging of credential access — cannot track who accessed which credentials"],"requires":["Desktop application running","Local storage with encryption support","For OAuth: network access to token refresh endpoints"],"input_types":["API keys, OAuth tokens, usernames/passwords","Credential type and associated tool"],"output_types":["Encrypted credential storage reference","Injected credentials in tool configuration","Token refresh status"],"categories":["tool-use-integration","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-toolbase__cap_4","uri":"capability://automation.workflow.tool.and.mcp.server.status.monitoring.and.health.checks","name":"tool and mcp server status monitoring and health checks","description":"Continuously monitors the availability and health of registered tools and MCP servers by periodically sending health check requests (e.g., ping, capability queries) and displaying status in the UI. The application likely maintains a status history, alerts on failures, and may automatically attempt reconnection or fallback to alternative servers.","intents":["I want to know which of my tools are currently available before using them","I need to be alerted if a tool goes down so I can switch to an alternative","I want to see historical uptime/downtime for my tools to identify reliability issues"],"best_for":["Users relying on multiple external tools who need visibility into availability","Teams running production AI workflows that depend on tool availability","Developers debugging tool integration issues"],"limitations":["Health checks add network overhead — frequent checks may impact performance or rate limits","Status is only as current as the last health check interval — real-time status not guaranteed","No automatic failover — alerts are informational only, users must manually switch tools"],"requires":["Network access to tool and MCP server endpoints","Tools must support health check protocol (e.g., HTTP GET, MCP capability query)"],"input_types":["Registered tool/server endpoints","Health check configuration (interval, timeout)"],"output_types":["Status dashboard (online/offline/degraded)","Health check history and uptime metrics","Failure alerts and error messages"],"categories":["automation-workflow","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-toolbase__cap_5","uri":"capability://automation.workflow.multi.environment.tool.configuration.management","name":"multi-environment tool configuration management","description":"Allows users to define and switch between different configurations for the same tools across environments (development, staging, production) with different credentials, endpoints, and parameters. The application likely stores environment profiles and enables one-click switching or automatic environment detection based on the active AI client.","intents":["I want to use different API endpoints for my tools in dev vs production without manual reconfiguration","I need to switch between multiple tool configurations (e.g., test vs live credentials) quickly","I want to ensure my AI client uses the correct tool configuration for the current environment"],"best_for":["Teams with development, staging, and production environments","Users testing tools before deploying them to production","Organizations with strict separation between test and production credentials"],"limitations":["No automatic environment detection — users must manually select the correct environment or configure detection rules","Environment switching may require restarting AI clients to pick up new configuration","No built-in deployment pipeline — environment promotion is manual"],"requires":["Desktop application running","Local storage for multiple environment profiles"],"input_types":["Environment name and configuration parameters","Tool-specific overrides per environment"],"output_types":["Environment profile with tool configurations","Active environment indicator","Configuration diff between environments"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-toolbase__cap_6","uri":"capability://memory.knowledge.tool.capability.schema.inspection.and.documentation","name":"tool capability schema inspection and documentation","description":"Displays detailed schemas and documentation for tool capabilities, including input/output types, required parameters, error codes, and usage examples. The application likely parses MCP server capability manifests or tool schemas and renders them in a human-readable format with search and filtering.","intents":["I want to understand what parameters a tool accepts before using it","I need to see example usage for a tool to understand how to integrate it","I want to know what errors a tool can return so I can handle them in my workflow"],"best_for":["Developers integrating tools into AI workflows","Non-technical users who need to understand tool capabilities","Teams documenting tool usage across their organization"],"limitations":["Documentation is only as complete as the tool's schema — poorly documented tools will have incomplete information","No semantic search across documentation — users must browse or use keyword search","Examples are static — no interactive tool testing within the UI"],"requires":["Tool or MCP server with published capability schema","Schema in a format Toolbase can parse (e.g., JSON Schema, OpenAPI)"],"input_types":["Tool capability schema","Search queries and filter criteria"],"output_types":["Formatted capability documentation","Parameter descriptions and types","Usage examples and error codes"],"categories":["memory-knowledge","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-toolbase__cap_7","uri":"capability://automation.workflow.batch.tool.and.mcp.server.configuration.export.and.import","name":"batch tool and mcp server configuration export and import","description":"Enables users to export all registered tools and configurations as a portable file (e.g., JSON, YAML) and import them on another machine or share them with team members. The application likely handles credential encryption during export and validates configurations during import to ensure compatibility.","intents":["I want to back up my tool configurations so I don't lose them if my machine crashes","I need to share my tool setup with a team member so they can use the same tools","I want to migrate my tools to a new machine without manually re-registering each one"],"best_for":["Teams sharing standardized tool configurations","Users backing up their tool setup","Organizations migrating to new machines or onboarding new team members"],"limitations":["Exported credentials are encrypted but still require secure handling — users must protect export files","Import may fail if target machine doesn't have compatible clients or network access to tool endpoints","No version control or diff tool — users cannot easily see what changed between exports"],"requires":["Desktop application running","File system access for export/import"],"input_types":["Export format selection (JSON, YAML, etc.)","Import file with tool configurations"],"output_types":["Exported configuration file with encrypted credentials","Import validation report","Imported tools and configurations"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-toolbase__cap_8","uri":"capability://automation.workflow.tool.version.management.and.update.notifications","name":"tool version management and update notifications","description":"Tracks versions of registered tools and MCP servers, notifies users when updates are available, and may provide one-click update mechanisms. The application likely maintains version metadata, checks for updates periodically, and may validate compatibility before suggesting updates.","intents":["I want to know when a tool I'm using has a new version available","I need to update a tool to get bug fixes or new features without manual intervention","I want to see what changed in a new tool version before updating"],"best_for":["Users relying on tools that are actively maintained and frequently updated","Teams managing tool versions across multiple machines","Security-conscious users who want to stay on top of security patches"],"limitations":["Update notifications depend on tools publishing version information — some tools may not expose versions","One-click updates only work for tools that support remote updates — many tools require manual reinstallation","No automatic rollback if an update breaks compatibility"],"requires":["Network access to check for tool updates","Tools must publish version information in a format Toolbase can parse"],"input_types":["Registered tool endpoints","Update check interval configuration"],"output_types":["Available updates list with version numbers","Changelog or release notes","Update status and confirmation"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":27,"verified":false,"data_access_risk":"high","permissions":["Desktop OS (Windows, macOS, or Linux)","MCP-compatible client (Claude Desktop, compatible IDE, or MCP host)","Network access to MCP server endpoints","Desktop application running","Local storage for inventory database","Optional: network access to sync with remote tool registries","Compatible AI client installed (Claude Desktop, supported IDE, or MCP host)","Write permissions to client configuration directory","Client must support MCP protocol","Local storage with encryption support"],"failure_modes":["Likely limited to servers that follow MCP specification — proprietary or non-standard protocols may not be discoverable","No built-in server hosting or deployment — only manages connections to existing servers","Registry of available servers depends on what Toolbase indexes or integrates with","Inventory is only as current as the last sync with remote registries — may lag behind newly released tools","Search and filtering are limited to indexed metadata — no semantic search across tool documentation","No built-in tool versioning or dependency resolution","Only works with clients that Toolbase has explicit integration for — unsupported clients require manual configuration","Configuration injection may fail if client is running or has file locks","No rollback mechanism — users must manually revert if a bad configuration is injected","Encryption is only as secure as the local machine — no remote backup or recovery if device is lost","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.43,"ecosystem":0.25,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-06-17T09:51:04.050Z","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=toolbase","compare_url":"https://unfragile.ai/compare?artifact=toolbase"}},"signature":"IMsnKothCrvn5vui7HTB4Jnf2XzMlfd7G9I56euxv2dOKeZITq5ncga9KtwmSBGlA2HGwHN6oHmXEUA6YSsWAA==","signedAt":"2026-06-21T10:10:31.995Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/toolbase","artifact":"https://unfragile.ai/toolbase","verify":"https://unfragile.ai/api/v1/verify?slug=toolbase","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"}}