{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"awesome-lazy-toggl-mcp","slug":"lazy-toggl-mcp","name":"Lazy Toggl MCP","type":"mcp","url":"https://github.com/movstox/lazy-toggl-mcp","page_url":"https://unfragile.ai/lazy-toggl-mcp","categories":["mcp-servers"],"tags":[],"pricing":{"model":"open_source","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"awesome-lazy-toggl-mcp__cap_0","uri":"capability://tool.use.integration.time.entry.creation.via.mcp.protocol","name":"time-entry-creation-via-mcp-protocol","description":"Creates time tracking entries in Toggl by translating MCP tool calls into Toggl API REST requests. Implements the Model Context Protocol as a server that exposes time entry creation as a callable tool, allowing LLM agents and Claude instances to initiate time tracking without direct API knowledge. Handles authentication via Toggl API token and marshals user intent (task description, duration, project/tag metadata) into properly formatted Toggl API payloads.","intents":["I want my Claude instance to automatically log time spent on tasks without leaving the conversation","I need to create time entries programmatically from an LLM agent without writing Toggl API code","I want to track time as a side effect of AI-assisted work without manual Toggl UI interaction"],"best_for":["solo developers using Claude with MCP integration","teams automating time tracking into AI workflows","builders prototyping LLM agents that need time-tracking capabilities"],"limitations":["Requires valid Toggl API token with appropriate permissions — no OAuth flow, token must be provisioned out-of-band","No built-in validation of project IDs or tags before submission — invalid references fail at Toggl API layer","MCP protocol overhead adds ~50-100ms per request compared to direct REST calls","No retry logic or exponential backoff for transient Toggl API failures"],"requires":["Toggl account with API token (generated in Toggl settings)","MCP-compatible client (Claude Desktop, or custom MCP host)","Network connectivity to Toggl API (api.track.toggl.com)"],"input_types":["structured MCP tool call with task description (string), duration (integer minutes), optional project_id (string), optional tags (array of strings)"],"output_types":["JSON response containing created time entry ID, start time, duration, and project/tag metadata from Toggl API"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-lazy-toggl-mcp__cap_1","uri":"capability://tool.use.integration.toggl.api.authentication.and.token.management","name":"toggl-api-authentication-and-token-management","description":"Manages Toggl API authentication by accepting and validating an API token, then injecting it into all outbound HTTP requests as a Basic Auth header (token as username, 'api_token' as password per Toggl's authentication scheme). Stores the token in environment variables or configuration at startup and applies it transparently to all subsequent API calls without requiring per-request token passing from the MCP client.","intents":["I want to securely pass my Toggl API token to the MCP server once and have it used for all requests","I need the MCP server to handle authentication details so Claude doesn't need to know about API credentials","I want to rotate or update my Toggl token without restarting the MCP server"],"best_for":["developers deploying Lazy Toggl MCP in local or containerized environments","teams managing API credentials through environment variable injection","users who want to isolate Toggl credentials from Claude's context"],"limitations":["Requires plaintext API token in environment or config file — no encrypted credential storage or key management integration","Basic Auth over HTTPS is secure in transit but token is stored unencrypted in process memory","No token refresh or expiration handling — Toggl API tokens don't expire but no rotation mechanism is built in","Token rotation requires MCP server restart; no hot-reload capability"],"requires":["Toggl API token (obtainable from Toggl account settings)","Environment variable TOGGL_API_TOKEN or configuration file with token value","HTTPS connectivity to Toggl API (enforced by Toggl)"],"input_types":["API token string (typically 32-character alphanumeric)"],"output_types":["HTTP Authorization header (Basic auth) injected into all outbound requests"],"categories":["tool-use-integration","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-lazy-toggl-mcp__cap_2","uri":"capability://tool.use.integration.mcp.tool.schema.definition.and.exposure","name":"mcp-tool-schema-definition-and-exposure","description":"Defines and exposes time-tracking operations as MCP-compliant tool schemas that Claude can discover and invoke. The server implements the MCP tools/list and tools/call endpoints, advertising available tools (e.g., 'create_time_entry') with JSON schema describing parameters (task name, duration, project, tags) and return types. Claude uses these schemas to understand what operations are available and automatically constructs valid tool calls without manual prompt engineering.","intents":["I want Claude to automatically discover what time-tracking operations are available without me describing them","I need Claude to understand the parameters and constraints for creating time entries (e.g., duration is in minutes, project_id is optional)","I want Claude to validate its own tool calls against the schema before sending them to the MCP server"],"best_for":["Claude Desktop users who want zero-configuration time tracking","MCP client developers integrating Lazy Toggl MCP into custom applications","teams standardizing on MCP for tool discovery and invocation"],"limitations":["Schema is static at server startup — no dynamic schema generation based on Toggl workspace configuration (e.g., available projects)","No schema versioning or deprecation mechanism — breaking changes require server restart","Schema validation is client-side responsibility; server doesn't validate incoming tool calls against declared schema","No support for complex nested schemas or conditional parameters (e.g., 'tags required if project_id is X')"],"requires":["MCP-compatible client that implements tools/list and tools/call endpoints","JSON schema knowledge (client must parse and understand parameter definitions)"],"input_types":["MCP tools/list request (no parameters)","MCP tools/call request with tool name and parameters matching schema"],"output_types":["JSON array of tool definitions with name, description, and inputSchema (JSON Schema format)","Tool call result with success/error status and response data"],"categories":["tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-lazy-toggl-mcp__cap_3","uri":"capability://search.retrieval.time.entry.querying.and.retrieval","name":"time-entry-querying-and-retrieval","description":"Retrieves time entries from Toggl API based on query parameters (date range, project filter, tag filter) and returns structured data to Claude. The MCP server translates query parameters into Toggl API GET requests (e.g., /api/v9/me/time_entries with date filters), parses the JSON response, and formats it for LLM consumption. Enables Claude to inspect logged time, verify entries before creating new ones, or generate reports without manual Toggl UI navigation.","intents":["I want Claude to check how much time I've logged today before suggesting new time entries","I need to retrieve time entries for a specific project or date range to generate a summary","I want Claude to verify that a time entry was created successfully by querying it back"],"best_for":["developers building time-tracking agents that need to read historical data","teams generating automated time reports or summaries via Claude","users who want Claude to make decisions based on current time-tracking state"],"limitations":["Toggl API pagination is not abstracted — large result sets may require multiple requests or truncation","No caching of query results — each Claude request triggers a fresh API call to Toggl, adding latency","Date filtering depends on Toggl API's date format (ISO 8601) — timezone handling is client's responsibility","No aggregation or grouping logic — returns raw entries; Claude must perform analytics in-context"],"requires":["Toggl API token with read permissions","Valid date range parameters (ISO 8601 format) if filtering by date"],"input_types":["MCP tool call with optional filters: start_date (ISO 8601), end_date (ISO 8601), project_id (string), tags (array)"],"output_types":["JSON array of time entry objects with id, description, duration (milliseconds), start/end times, project, tags, and metadata"],"categories":["search-retrieval","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-lazy-toggl-mcp__cap_4","uri":"capability://search.retrieval.project.and.tag.metadata.retrieval","name":"project-and-tag-metadata-retrieval","description":"Fetches available projects and tags from the user's Toggl workspace via the Toggl API and exposes them as queryable data. The MCP server calls Toggl's /api/v9/me/projects and /api/v9/me/tags endpoints, caches the results, and provides them to Claude so it can reference valid project IDs and tag names when creating time entries. Prevents invalid project/tag references by allowing Claude to validate against the authoritative list.","intents":["I want Claude to know what projects exist in my Toggl workspace so it can suggest valid project IDs","I need Claude to auto-complete or validate tag names before creating time entries","I want to retrieve a list of all projects and tags without manually opening Toggl"],"best_for":["teams with many projects/tags who want Claude to avoid invalid references","developers building intelligent time-entry suggestions based on workspace structure","users who want Claude to understand their Toggl workspace organization"],"limitations":["Metadata is cached at server startup — new projects or tags created in Toggl won't appear until server restart","No incremental cache invalidation — entire project/tag list is re-fetched on refresh, not individual items","Toggl API rate limits may apply if workspace has thousands of projects/tags","No hierarchical project structure support — returns flat list regardless of Toggl's internal organization"],"requires":["Toggl API token with read permissions","Toggl workspace with at least one project or tag"],"input_types":["MCP tool call requesting projects or tags (no parameters required)"],"output_types":["JSON array of project objects (id, name, color, active status) or tag objects (name, workspace_id)"],"categories":["search-retrieval","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-lazy-toggl-mcp__cap_5","uri":"capability://tool.use.integration.mcp.server.lifecycle.and.stdio.transport","name":"mcp-server-lifecycle-and-stdio-transport","description":"Implements the MCP server lifecycle using stdio-based transport, where the server reads MCP protocol messages from stdin and writes responses to stdout. Handles server initialization (capabilities negotiation), tool discovery, and tool invocation through the MCP protocol's request/response model. Runs as a long-lived process that Claude Desktop or another MCP client spawns and communicates with via standard input/output streams, eliminating the need for HTTP servers or port configuration.","intents":["I want to run the Lazy Toggl MCP server without managing ports or network configuration","I need the MCP server to integrate seamlessly with Claude Desktop's MCP client","I want a simple, stateless server that starts and stops with my MCP client"],"best_for":["Claude Desktop users who want plug-and-play MCP integration","developers deploying MCP servers in containerized or sandboxed environments","teams avoiding network complexity by using stdio-based IPC"],"limitations":["Stdio transport is unidirectional in practice — no concurrent bidirectional streaming, limiting real-time updates","Server crashes or hangs will block the entire MCP client until timeout","No built-in logging to stdout (would corrupt MCP protocol) — debugging requires stderr or external log files","Stdio buffering may introduce latency for large responses; no streaming response support"],"requires":["MCP-compatible client that can spawn and manage stdio processes (Claude Desktop, custom MCP host)","Node.js runtime (if implemented in JavaScript) or equivalent for the chosen language","Configuration file or environment variables to specify server startup parameters"],"input_types":["MCP protocol messages (JSON-RPC format) via stdin"],"output_types":["MCP protocol responses (JSON-RPC format) via stdout"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":25,"verified":false,"data_access_risk":"high","permissions":["Toggl account with API token (generated in Toggl settings)","MCP-compatible client (Claude Desktop, or custom MCP host)","Network connectivity to Toggl API (api.track.toggl.com)","Toggl API token (obtainable from Toggl account settings)","Environment variable TOGGL_API_TOKEN or configuration file with token value","HTTPS connectivity to Toggl API (enforced by Toggl)","MCP-compatible client that implements tools/list and tools/call endpoints","JSON schema knowledge (client must parse and understand parameter definitions)","Toggl API token with read permissions","Valid date range parameters (ISO 8601 format) if filtering by date"],"failure_modes":["Requires valid Toggl API token with appropriate permissions — no OAuth flow, token must be provisioned out-of-band","No built-in validation of project IDs or tags before submission — invalid references fail at Toggl API layer","MCP protocol overhead adds ~50-100ms per request compared to direct REST calls","No retry logic or exponential backoff for transient Toggl API failures","Requires plaintext API token in environment or config file — no encrypted credential storage or key management integration","Basic Auth over HTTPS is secure in transit but token is stored unencrypted in process memory","No token refresh or expiration handling — Toggl API tokens don't expire but no rotation mechanism is built in","Token rotation requires MCP server restart; no hot-reload capability","Schema is static at server startup — no dynamic schema generation based on Toggl workspace configuration (e.g., available projects)","No schema versioning or deprecation mechanism — breaking changes require server restart","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.22,"ecosystem":0.39999999999999997,"match_graph":0.25,"freshness":0.52,"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":"2026-06-17T09:51:03.577Z","last_scraped_at":"2026-05-03T14:00:15.503Z","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=lazy-toggl-mcp","compare_url":"https://unfragile.ai/compare?artifact=lazy-toggl-mcp"}},"signature":"J/Ij2gUZGOud+GJLg3bW9a0FWL1bKdLW1YCdJoutk9O8xGYGjDcVL3xCmsw4Cp+zDhzCOFEsq7cNkrOTZQm/Cw==","signedAt":"2026-06-21T17:08:54.012Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/lazy-toggl-mcp","artifact":"https://unfragile.ai/lazy-toggl-mcp","verify":"https://unfragile.ai/api/v1/verify?slug=lazy-toggl-mcp","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"}}