Glimind is a reliability oracle for AI agents that provides live status on external tools, correct input schemas, and fallback options. It helps agents avoid failed calls, wasted tokens, and latency by pre-flighting tool availability and correctness via a single MCP endpoint.
- Operator: Glimind
- Endpoint: https://glimind.com/mcp
- Transport: streamable-http
- Sign-in: No sign-in
- Category: Developer tools
- Use cases: Check if a tool is working right now; Get correct input schema for a tool call; Find alternative tools if primary is down; Route tasks to best live tool with fallbacks
- Tools: how_to_use_glimind, route_task, route_tasks, check_tool_reliability, get_working_recipe, prepare_tool_call, discover_tools, find_alternatives, preflight_tools, find_related_tools, watch_tool, get_notifications, unwatch, list_breakages, report_outcome
- Documentation: https://glimind.com/docs
- Directory listing: https://koskamo.com/explore/glimind-mcp
- Also known as: Glimind MCP MCP; glimind-mcp