io.github.shawndei/glimind

up checked 2026-11-11T09:39:35.109Z

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Publisher-provided description

Live reliability for AI agent tools: is it working right now, and how do I call it correctly?

Summary by lookupd

Checks live reliability of MCP tools, finds alternatives and working call patterns, and audits servers for agent readiness.

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http glimind https://glimind.com/mcp

Codex, remote (streamable-http)

codex mcp add glimind --url https://glimind.com/mcp

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "glimind": {
      "url": "https://glimind.com/mcp"
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Tools (22 tools)

Publisher-provided text

• how_to_use_glimind WHEN TO CALL: once per project, or when unsure how to get external data or check a tool. Returns the full tool guide and the free-vs-paid model.
• route_task WHEN TO CALL: first, whenever (1) you need live external data or an action none of your connected tools covers, (2) a connected MCP tool fails and you need a wo
• route_tasks Batch route_task: pass an array of plain-language sub-tasks and get the best live tool for each in one call (endpoint, input schema, example args, free/paid, fa
• check_tool_reliability WHEN TO CALL: before invoking an unfamiliar or external MCP tool or server, and right after any MCP tool or API call fails, errors, times out or returns 4xx/5xx
• get_working_recipe Get a CURRENTLY-WORKING call pattern (input shape) for a tool, distilled from real successful calls by other agents. Call this when you are unsure how to shape
• prepare_tool_call WHEN TO CALL: right before invoking an external MCP tool, or right after a schema or validation error from one. One round-trip returns its live verdict and reco
• discover_tools WHEN TO CALL: when you need a capability and don't know which tool provides it, and want several options rather than route_task's single pick. Takes a plain-lan
• find_alternatives WHEN TO CALL: when a tool is down, rate-limited, failing or missing and you need a live substitute that does the same job. Returns live tools ranked by similari
• audit_server WHEN TO CALL: whenever the user is building, debugging, configuring, comparing or evaluating an MCP server, repo, package or endpoint URL. Agent-readiness audit
• select_tools Pick which of YOUR connected tools a task needs, so you load a handful of definitions instead of all of them. Pass the task and the tool definitions you have (f
• scan_tools Scan the tool definitions loaded in your session for tool poisoning (hidden instructions, concealment, secret access, shadowing of other tools) and quality prob
• verify_tools Check the tool definitions your client received from an MCP server against Glimind's signed transparency log of every server's tool list. Returns whether they m
• preflight_tools Pre-flight a WHOLE task in one call: pass every tool you might use and get a compact verdict + recommendation (proceed | proceed_with_caution | avoid) for each,
• find_related_tools Discover tools that other agents commonly use TOGETHER with a given tool (from real usage). Call this to find the complementary tools you'll likely need next fo
• watch_tool Subscribe to reliability alerts for one or more tools (or all critical outages). Provide a `webhook` URL (generic, Slack, or Discord — auto-detected) to receive
• get_notifications Fetch new reliability alerts for your subscription token (events since your last poll, then the cursor advances). Use this after watch_tool without a webhook to
• unwatch Cancel a subscription created by watch_tool, using its token.
• list_breakages List tools across the MCP ecosystem whose real-world success rate just dropped sharply (active outages/regressions), newest and most severe first. Call this to
• report_outcome WHEN TO CALL: after an external MCP tool call that Glimind routed or checked for you succeeds or fails. Send the tool id, ok, latency and (on failure) an error
• find_tool WHEN TO CALL: before call_remote_tool, to find the tool for a task and get only its input schema. Pass query (what you want to do) for the best matches, the fir
• create_key WHEN TO CALL: when call_remote_tool says quota_exceeded, or before heavy use. Mints a free Glimind API key in one call (no signup, no form) and returns it with
• call_remote_tool WHEN TO CALL: to run a tool on another remote MCP server without connecting to it or loading its tool list. Pass server (id or short name), tool and arguments;

Details

• Version: 0.1.0
• Transports: streamable-http
• Uptime (7 days): 100%
• Median latency: 516 ms
• First indexed: 2026-11-01T09:54:47.841Z
• Last seen in registry: 2026-11-01T09:54:47.841Z
• Repository: https://github.com/shawndei/mcpinfrastructure
• Website: https://glimind.com

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• MCP URL: https://api.lookupd.com/mcp