Is the Luckpanda Tools MCP server down?

mcp-registry/app.luckpanda/tools · v1.1.0

Verdict. Luckpanda Tools MCP server answered 100% of Glimind's liveness checks over 30 days, better than 42% of MCP servers, with 620 ms median handshake and 0 outages in 90 days. Its agent-readiness grade is A (97/100) across 9 tools, costing an agent about 4,099 tokens to load. Checked every few minutes; no tool is ever called.

Data as of .

30-day measurements and how they compare with other MCP servers
MetricValueBetter than
Uptime, 30 days100%42% of MCP servers
Median handshake latency620 ms42% of MCP servers
p95 handshake latency3264 ms—
Checks in 30 days3,142—
Outages, 90 days0—
Median recovery——
Agent-readiness score97/100 (A)91% of MCP servers
Tools9—
Tool-list size for an agent~4,099 tokens41% of MCP servers
Days observed15—
healthy
Last checked 2026-10-26 19:35 UTC · handshake 565ms

As of 2026-10-26 19:35 UTC, the Luckpanda Tools MCP server is up with a Glimind reliability score of 98/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks.

uptime (30d checks)
100%
checks observed
3,191
outages (90d)
0
tools
9

Create invoices, quotes, receipts and credit notes with GST or VAT, as prefilled links or PDFs.

Install Luckpanda Tools MCP server

Add to Cursor Add to VS Code

Claude Code

claude mcp add --transport http luckpanda-tools-mcp-server https://luckpanda.app/mcp/public

Claude Desktop · Windsurf · Cline (mcpServers JSON)

{
  "mcpServers": {
    "luckpanda-tools-mcp-server": {
      "type": "http",
      "url": "https://luckpanda.app/mcp/public"
    }
  }
}

Third-party server, listed as discovered. Review its source before installing.

Agent-readiness: A (97/100)

A (97/100): 0 error(s), 1 warning(s) across 9 tool(s); ~4,099 tokens of tool definitions.
Scores higher than 91% of 15,762 MCP servers Glimind has audited.
Its tool list costs an agent ~4,099 tokens per session — more than 55% of servers.
95 → 97 since 2026-10-17
no tool-poisoning patterns
Schemas100
Descriptions100
Safety hints100
Token cost79
Client compatibility100
Protocol100
Reliability100
Stability100

What to fix (1)

2 tool definition(s) exceed ~1,200 tokens each (largest: create_document_link, ~1,382).

Move long reference material out of descriptions (link a doc or expose a resource), drop repeated examples, and collapse large enums. Trimming these to ~600 tokens saves ~1,563 tokens every session. How to fix →

Tools: create_document_link, create_document_pdf · saves ~1,563 tokens/session

Get alerted

Get an email or webhook when this server's readiness drops by 10+ points, tool-poisoning text appears, or a tool breaks:

curl -X POST https://glimind.com/v1/subscriptions -H 'content-type: application/json' -d '{"tools":["mcp-registry/app.luckpanda/tools"],"email":"[email protected]"}'

Agents: watch_tool({"toolId": "mcp-registry/app.luckpanda/tools"}) over MCP.

Passed

Largest tool definitions

Static checks of the advertised tools/list (schema, descriptions, annotations, tool-poisoning patterns, names, size) plus observed protocol, uptime, latency and contract changes. Read-only: no tool is ever called. Weights: schema 15, docs 20, safety 15, efficiency 15, compatibility 15, protocol 5, reliability 10, stability 5. Token counts are estimates (~3.6 characters per token).

Operator? Fix these, then re-check live. Embed the readiness badge:

Markdown
[![MCP agent-readiness](https://glimind.com/v1/readiness/badge/mcp-registry%2Fapp.luckpanda%2Ftools.svg)](https://glimind.com/server/mcp-registry%2Fapp.luckpanda%2Ftools?ref=badge)
HTML
<a href="https://glimind.com/server/mcp-registry%2Fapp.luckpanda%2Ftools?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fapp.luckpanda%2Ftools.svg" alt="MCP agent-readiness"></a>
reStructuredText
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fapp.luckpanda%2Ftools.svg
   :target: https://glimind.com/server/mcp-registry%2Fapp.luckpanda%2Ftools?ref=badge
   :alt: MCP agent-readiness

Tool-definition log

Glimind records every version of this server's tool definitions in a signed, append-only transparency log. Current manifest sha256:23e3a5ceb4842b7a…, first seen 2026-10-17, included at leaf 1425 of 75,059. Version history · verify what your client received.

Tools (9)

Compare: most reliable finance servers · most reliable data servers · most reliable productivity servers · most reliable files servers · most reliable search servers

Know before your agent calls it

Glimind tells agents whether a server is up right now and how to call it, then fails over to a live alternative when it isn't.

Add Glimind — free, no signup:

Add to Cursor Add to VS Code

Claude Code

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

Claude Desktop · Windsurf · Cline (mcpServers JSON)

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

FAQ

Is the Luckpanda Tools MCP server down right now?

As of 2026-10-26 19:35 UTC, the Luckpanda Tools MCP server is up with a Glimind reliability score of 98/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks.

How many tools does Luckpanda Tools MCP server provide?

Luckpanda Tools MCP server advertises 9 tools, including calculate_emi, calculate_gst, calculate_vat, check_gstin, create_document_link.

How do I install Luckpanda Tools MCP server?

Point your MCP client at this streamable-http endpoint: https://luckpanda.app/mcp/public

Is the Luckpanda Tools MCP server safe to connect to an AI agent?

Glimind scanned all 9 tool definitions for tool-poisoning patterns — hidden or invisible characters, instructions that override the model, concealment from the user, requests to read credential or MCP config files, conversation exfiltration and cross-tool shadowing — and found none. This checks what the server tells the model, not what its code does; review the source before granting access to sensitive data.

Operator of Luckpanda Tools MCP server?

Status page: 90-day uptime, every outage and how long it lasted.

Claim this listing to get the Verified operator marker, a remediation checklist and owner analytics, or embed the live badge from any of the tool pages above. Maintainers: alerts, deploy attestation and monthly reports.

Status is an automated estimate from Glimind's liveness checks (handshake and tool listing only; no tool is ever called) and may lag or differ from your network. Glimind is not affiliated with this server or its operator. Operator? Request a correction or opt out at https://glimind.com/opt-out.

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