mcp-registry/io.github.lazymac2x/ai-budget-planner · v1.1.0
As of 2026-10-17 17:38 UTC, the Lazymac2x Ai Budget Planner MCP server is up with a Glimind reliability score of 100/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks. It had 1 outage in 90 days, with a median recovery of 6 minutes.
Cloudflare Workers MCP server: ai-budget-planner
Claude Code
claude mcp add --transport http lazymac2x-ai-budget-planner-mcp-server https://api.lazy-mac.com/ai-budget-planner/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"lazymac2x-ai-budget-planner-mcp-server": {
"type": "http",
"url": "https://api.lazy-mac.com/ai-budget-planner/mcp"
}
}
}
Third-party server, listed as discovered. Review its source before installing.
6 of 6 tool(s) carry no readOnlyHint/destructiveHint annotations.
Annotate read-only tools with {"readOnlyHint": true}. Agents and gateways can then run them without a confirmation prompt, and route around destructive ones.
1 tool(s) look like they change state (create/send/delete/pay…) but declare no destructiveHint.
Set annotations {"readOnlyHint": false, "destructiveHint": true|false, "idempotentHint": …}. Clients use these to ask the user before a side effect and to auto-approve safe reads.
Negotiates MCP 2024-11-05. Structured output, tool output schemas and elicitation arrived in 2025-06-18.
Upgrade the MCP SDK and negotiate 2025-06-18 or newer.
No tool declares an outputSchema.
Declare outputSchema and return structuredContent (MCP 2025-06-18+). Agents can then parse results without guessing, and chain tools reliably.
Paste-ready definitions with the problems above fixed. Changes marked verify need a human look. All of them as JSON: /v1/readiness/mcp-registry%2Fio.github.lazymac2x%2Fai-budget-planner/fixes
{
"name": "create_budget",
"description": "Create a monthly LLM budget allocation for a team or department",
"inputSchema": {
"type": "object",
"required": [
"name",
"monthly_limit_usd"
],
"properties": {
"name": {
"type": "string",
"description": "Human-readable budget name"
},
"api_key": {
"type": "string",
"description": "API key for the request"
},
"providers": {
"type": "array",
"items": {
"type": "string"
},
"description": "LLM providers to track: openai, anthropic, google, mistral, cohere"
},
"department": {
"type": "string",
"description": "Department or team name"
},
"monthly_limit_usd": {
"type": "number",
"description": "Monthly spend cap in USD"
}
}
},
"annotations": {
"readOnlyHint": false,
"destructiveHint": false,
"idempotentHint": false
}
}{
"name": "get_budget",
"description": "Get current utilisation, spend breakdown by provider, and alert status for a budget",
"inputSchema": {
"type": "object",
"required": [
"budget_id"
],
"properties": {
"api_key": {
"type": "string",
"description": "API key for the request"
},
"budget_id": {
"type": "string",
"description": "Budget ID from create_budget (format: bgt_xxx)"
}
}
},
"annotations": {
"readOnlyHint": true
}
}{
"name": "get_budget_alerts",
"description": "List all threshold alerts triggered for a budget (50%, 75%, 90%, 100%)",
"inputSchema": {
"type": "object",
"required": [
"budget_id"
],
"properties": {
"api_key": {
"type": "string",
"description": "API key for the request"
},
"budget_id": {
"type": "string",
"description": "Budget ID"
}
}
},
"annotations": {
"readOnlyHint": true
}
}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/io.github.lazymac2x/ai-budget-planner"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/io.github.lazymac2x/ai-budget-planner"}) over MCP.
create_budget ~171 tokensweekly_report ~108 tokensget_budget ~99 tokensdepartment_report ~89 tokensget_budget_alerts ~87 tokensStatic 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:
[](https://glimind.com/server/mcp-registry%2Fio.github.lazymac2x%2Fai-budget-planner?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Fio.github.lazymac2x%2Fai-budget-planner?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.lazymac2x%2Fai-budget-planner.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.lazymac2x%2Fai-budget-planner.svg :target: https://glimind.com/server/mcp-registry%2Fio.github.lazymac2x%2Fai-budget-planner?ref=badge :alt: MCP agent-readiness
Glimind records every version of this server's tool definitions in a signed, append-only transparency log. Current manifest sha256:c9321c15813b7069…, first seen 2026-10-17, included at leaf 14002 of 17,982. Version history · verify what your client received.
Compare: most reliable finance servers · most reliable ml servers
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.
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"
}
}
}
As of 2026-10-17 17:38 UTC, the Lazymac2x Ai Budget Planner MCP server is up with a Glimind reliability score of 100/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks. It had 1 outage in 90 days, with a median recovery of 6 minutes.
Lazymac2x Ai Budget Planner MCP server advertises 6 tools, including create_budget, department_report, get_budget, get_budget_alerts, list_providers.
Point your MCP client at this streamable-http endpoint: https://api.lazy-mac.com/ai-budget-planner/mcp
Glimind scanned all 6 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.
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.