Glimind

Install

Pick the AI app you use, then copy the settings.

Passed 3/3 checks · What you ask goes through the maker’s server (glimind.com) · ✓ Commands checked Nov 13, 2026

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

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

{
  "servers": {
    "glimind": {
      "type": "http",
      "url": "https://glimind.com/mcp"
    }
  }
}

Which apps can use it

Based on how this server connects and on each app’s own docs, checked Nov 10, 2026.

Connect over the internet in

ClaudeChatGPTGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatOpen WebUIRaycast

All apps, with pros and cons →

What it can do

Tool names and descriptions exactly as the server reported them on Nov 11, 2026. The maker wrote them, not us; we show them as plain 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 working substitute now, or (3) the user asks which MCP server or tool to use for a task. Describe the task in plain langua

• 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, fallbacks; compact by default). Use it to plan a multi-step task.

• 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 — to learn whether it is down for everyone or the problem is local (config, credentials, input). Returns a verdict (hea

• 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 a tool's inputs, or right after a tool call failed and you want a structure known to succeed now. Returns value-free sha

• 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 recommendation, a known-good input shape (recipe), and live alternatives if it is down or risky. Accepts a server or tool na

• 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-language query ('send a slack message', 'convert currency') and returns live tools ranked by fit, each with its input schem

• 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 similarity and real traffic, each with its connection endpoint. Accepts a server or tool name, package or repo.

• 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 (a Lighthouse for MCP): score 0-100 and prioritised fixes for schemas, undocumented parameters, missing readOnlyHint/de

• 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 (from tools/list across your servers); get back the minimal set ranked by fit, with the tokens saved. Hybrid semantic + ke

• scan_tools

  Scan the tool definitions loaded in your session for tool poisoning (hidden instructions, concealment, secret access, shadowing of other tools) and quality problems, with their token cost and manifest hash. Call once per session or when a server's tools change. Nothing you send i

• 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 match what the server currently advertises, an earlier recorded version, or nothing ever recorded — with a diff of added/

• 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, so you can plan around broken tools before you start. Call this once at the beginning of a multi-tool task instead of c

• 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 for a task, or to discover better-fitting tools you didn't know existed.

• 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 PUSH alerts, or omit it to get a pull `token` you poll with get_notifications (no inbound URL needed — ideal for agents

• 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 react to outages/recoveries — no public endpoint required. Returns events with tool id, severity, and a link.

• 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 steer away from tools that are currently broken, or to monitor the health of tools your task depends on. Backed by real-

• 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 class; Glimind updates live reliability scores for everyone. Free, keyless, privacy-preserving: never send inputs, outpu

• 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 first with its schema; server (id or short name) to list that server's tools; server + tool for one tool's schema. Each res

• 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 exactly how to use it on your next call: pass it as apiKey in call_remote_tool / find_tool arguments (no reconnect), or

• 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; returns that tool's result. Works for live servers that need no login; for others it answers needs_auth or not_callable

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 13, 2026

• ✓ Pass

  Maker matches the repo

  The registry name was verified with the GitHub account shawndei, which owns the repo

• … Not checked yet

  Still maintained

  We have not read this repo from GitHub yet

• … Not checked yet

  Has a licence

  We have not read this repo from GitHub yet

• ✓ Pass

  Endpoint responds

  Responded in 163 ms (HTTP 200)

• – Not applicable

  Sign-in with OAuth

  No sign-in needed

• ✓ Pass

  No hidden instructions in tool descriptions

  Read 22 tool descriptions and found no hidden instructions to the AI

User reviews

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Compared with others in Otheri

• More stars than 0% of the other 19667 servers in this category
• Published to the registry more recently than 11% of the other 19667 servers in this category
• Basic checks equal to or better than 100% of the other 19667 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

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Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

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README from the maker

No README found in the repo