mcp-registry/com.minradar/minradar · v1.0.0
As of 2026-10-24 11:43 UTC, the Minradar MCP server is up with a Glimind reliability score of 66/100 (grade C). Over the last 30 days it answered 98.4% of Glimind's liveness checks. It had 57 outages in 90 days, with a median recovery of 7 minutes.
App Store opportunity data for coding agents: unmet demand, paying markets, build briefs.
Claude Code
claude mcp add --transport http minradar-mcp-server https://minradar.com/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"minradar-mcp-server": {
"type": "http",
"url": "https://minradar.com/mcp"
}
}
}
Third-party server, listed as discovered. Review its source before installing.
8 of 8 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. How to fix →
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. How to fix →
Reachable 98.4% of the time over the last 30 days; median recovery 7 min.
Agents fail over to an alternative the first time a call fails. Add health checks and restart-on-failure, and avoid cold starts on serverless hosts.
Handshake + tools/list takes ~1,880 ms.
Serve tools/list from memory, keep the process warm, and host close to your users. Every new agent session pays this before its first call.
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. How to fix →
Paste-ready definitions with the problems above fixed. Changes marked verify need a human look. All of them as JSON: /v1/readiness/mcp-registry%2Fcom.minradar%2Fminradar/fixes
{
"name": "explain_method",
"description": "Explain the scoring formulas, weights, and the honest limitations of the data. Use when a user questions the numbers.",
"inputSchema": {
"type": "object",
"required": [],
"properties": {}
},
"annotations": {
"readOnlyHint": true
}
}{
"name": "find_solo_buildable",
"description": "Find opportunities a single developer can realistically build: clear winnability plus an explicit single-user, local or offline core. Use when solo feasibility is the primary constraint.",
"inputSchema": {
"type": "object",
"required": [],
"properties": {
"genre": {
"type": "string",
"description": "Restrict to one App Store category, e.g. Productivity."
},
"limit": {
"type": "integer",
"default": 10,
"maximum": 200,
"description": "Maximum number of results to return."
},
"max_rating": {
"type": "number",
"description": "Only include apps at or below this average rating, e.g. 4.0."
},
"storefront": {
"type": "string",
"default": "us",
"description": "Two-letter App Store region. The value is region identity, never a label."
},
"max_rating_count": {
"type": "integer",
"default": 0,
"description": "Optional ceiling to exclude unassailable giants."
},
"min_rating_count": {
"type": "integer",
"default": 5000,
"description": "Rating volume is the install proxy. On /api/lens this remains a legacy alias for the scaled value; /api/hotspots uses it literally."
},
"include_institutional": {
"type": "boolean",
"default": false,
"description": "Include institution-locked products that a solo dev cannot win."
},
"min_rating_count_scaled": {
"type": "integer",
"default": 5000,
"description": "Pre-scaled rating volume filter. /api/lens applies max(300, floor(value / 3)); /api/paying applies max(200, floor(value / 5))."
}
}
},
"annotations": {
"readOnlyHint": true
}
}{
"name": "find_unmet_demand",
"description": "Rank App Store opportunities in apps that already have a large user base but whose users are clearly unhappy (unmet demand). Returns a ranked table with tier, score, rating and scale. Use this first when deciding what app to build.",
"inputSchema": {
"type": "object",
"required": [],
"properties": {
"genre": {
"type": "string",
"description": "Restrict to one App Store category, e.g. Productivity."
},
"limit": {
"type": "integer",
"default": 10,
"maximum": 200,
"description": "Maximum number of results to return."
},
"max_rating": {
"type": "number",
"description": "Only include apps at or below this average rating, e.g. 4.0."
},
"storefront": {
"type": "string",
"default": "us",
"description": "Two-letter App Store region. The value is region identity, never a label."
},
"max_rating_count": {
"type": "integer",
"default": 0,
"description": "Optional ceiling to exclude unassailable giants."
},
"min_rating_count": {
"type": "integer",
"default": 5000,
"description": "Rating volume is the install proxy. On /api/lens this remains a legacy alias for the scaled value; /api/hotspots uses it literally."
},
"include_institutional": {
"type": "boolean",
"default": false,
"description": "Include institution-locked products that a solo dev cannot win."
},
"min_rating_count_scaled": {
"type": "integer",
"default": 5000,
"description": "Pre-scaled rating volume filter. /api/lens applies max(300, floor(value / 3)); /api/paying applies max(200, floor(value / 5))."
}
}
},
"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/com.minradar/minradar"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/com.minradar/minradar"}) over MCP.
find_unmet_demand ~401 tokensfind_solo_buildable ~389 tokensvalidate_paying_market ~229 tokensgenerate_app_brief ~196 tokensget_opportunity_brief ~187 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%2Fcom.minradar%2Fminradar?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Fcom.minradar%2Fminradar?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fcom.minradar%2Fminradar.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fcom.minradar%2Fminradar.svg :target: https://glimind.com/server/mcp-registry%2Fcom.minradar%2Fminradar?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 sha256:7ad154324ba05d77…, first seen 2026-10-17, included at leaf 16631 of 58,603. Version history · verify what your client received.
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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 2026-10-24 11:43 UTC, the Minradar MCP server is up with a Glimind reliability score of 66/100 (grade C). Over the last 30 days it answered 98.4% of Glimind's liveness checks. It had 57 outages in 90 days, with a median recovery of 7 minutes.
Minradar MCP server advertises 8 tools, including explain_method, find_solo_buildable, find_unmet_demand, generate_app_brief, get_opportunity_brief.
Point your MCP client at this streamable-http endpoint: https://minradar.com/mcp
Glimind scanned all 8 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.