{"id":"toloka-tendem-mcp","name":"tendem-mcp","homepage":null,"repo_url":"https://github.com/Toloka/tendem-mcp","category":"automation","subcategories":[],"tags":["mcp","tendem","task-management","ai-agents","python"],"what_it_does":"An MCP server that connects AI agents (via MCP clients like Claude/Claude Desktop/OpenAI Codex) to Tendem for AI-assisted task management, using a Tendem API key.","use_cases":["Let an LLM-driven agent create/manage tasks through Tendem","Provide an MCP tool interface for Tendem actions in Claude Desktop and other MCP-capable tools","Automate workflows that require human-in-the-loop task handling via Tendem"],"not_for":["General-purpose MCP tool hosting without Tendem-specific task APIs","Use cases requiring fine-grained, app-level OAuth identity flows","Environments where you cannot manage/provision API keys"],"best_when":"You want an MCP-compatible integration into Tendem task management and you can supply TENDEM_API_KEY securely to the local MCP process.","avoid_when":"You need a documented, first-class REST/OpenAPI interface or you require clearly specified MCP tool schemas, rate limits, and robust error/retry semantics from this package itself.","alternatives":["Use Tendem’s native API directly (if available) rather than MCP","Build a lightweight wrapper around Tendem endpoints with your own MCP layer","Use an existing Tendem integration (if provided) for your specific agent platform"],"af_score":42.5,"security_score":53.0,"reliability_score":17.5,"package_type":"mcp_server","discovery_source":["github"],"priority":"high","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-03-30T13:46:29.611741+00:00","interface":{"has_rest_api":false,"has_graphql":false,"has_grpc":false,"has_mcp_server":true,"mcp_server_url":null,"has_sdk":false,"sdk_languages":[],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":["TENDEM_API_KEY (environment variable) for Tendem API access"],"oauth":false,"scopes":false,"notes":"Authentication appears to be via a single API key provided to the MCP process as TENDEM_API_KEY. The README does not mention OAuth flows or scope/granularity."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"Pricing details are not included in the provided README/manifest content."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":42.5,"security_score":53.0,"reliability_score":17.5,"mcp_server_quality":55.0,"documentation_accuracy":45.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":85.0,"rate_limit_clarity":10.0,"tls_enforcement":70.0,"auth_strength":55.0,"scope_granularity":25.0,"dependency_hygiene":55.0,"secret_handling":60.0,"security_notes":"Authentication is via API key (not OAuth). The README instructs users to provide the key via an environment variable, which is generally better than hardcoding, but there is no stated handling policy (e.g., logging/redaction) in the provided content. TLS requirements for the Tendem connection are not explicitly documented in the provided README/manifest.","uptime_documented":0.0,"version_stability":30.0,"breaking_changes_history":20.0,"error_recovery":20.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["The README provides setup/integration instructions but not the MCP tool list, parameter schemas, or explicit error/retry/idempotency behavior.","API key is passed via environment variable; agents/platforms must securely set and avoid leaking TENDEM_API_KEY."]}}