mcp-registry/studio.inite/ideaudit-tools · v0.1.0
As of 2026-10-21 05:31 UTC, the Inite Ideaudit Tools MCP server is up with a Glimind reliability score of 92/100 (grade A). Over the last 30 days it answered 99.9% of Glimind's liveness checks. It had 3 outages in 90 days, with a median recovery of 2 minutes.
The scoring behind an audit allowed to say no. Twenty deterministic tools, offline, no account.
Claude Code
claude mcp add --transport http inite-ideaudit-tools-mcp-server https://api.inite.studio/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"inite-ideaudit-tools-mcp-server": {
"type": "http",
"url": "https://api.inite.studio/mcp"
}
}
}
Third-party server, listed as discovered. Review its source before installing.
21 of 21 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 →
65 parameter(s) across 19 tool(s) have no description.
Add a "description" to each parameter with its format and an example ("ISO 8601 date, e.g. 2026-10-17"). This is the commonest cause of wrong arguments on the first call. How to fix →
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. 19 tool(s) still need parameter descriptions written by someone who knows the API. All of them as JSON: /v1/readiness/mcp-registry%2Fstudio.inite%2Fideaudit-tools/fixes
{
"name": "compute_search_velocity",
"description": "Compute search_velocity_score (0-25) from Trends timeline values + rising queries count + geo region count.",
"inputSchema": {
"type": "object",
"required": [
"timelineValues"
],
"properties": {
"geoRegionCount": {
"type": "integer",
"minimum": 0
},
"timelineValues": {
"type": "array",
"items": {
"type": "number",
"maximum": 100,
"minimum": 0
},
"description": "Monthly Trends values 0-100 (e.g. last 10-12 months)."
},
"risingQueriesCount": {
"type": "integer",
"minimum": 0
}
}
},
"annotations": {
"readOnlyHint": true
}
}{
"name": "compute_search_velocity_v2",
"description": "Search velocity (0-25) v2 — canonical 0.40*volume + 0.30*trend + 0.20*intent + 0.10*geo. CRITICAL: externalVolumeNorm MUST come from external sources (Amazon BSR / app store installs / job-board postings) — NOT the Trends timeline (would double-count, since Trends is itself normalized 0-100 within window). trendNorm is derived internally from trendsTimelineValues. Trends peak<50 zeroes the trend component (Yotpo SEO floor). Optional daysSinceLastSignal applies exponential freshness decay (search",
"inputSchema": {
"type": "object",
"required": [
"trendsTimelineValues",
"externalVolumeNorm",
"intentNorm",
"geoSpreadNorm"
],
"properties": {
"intentNorm": {
"type": "number",
"maximum": 1,
"minimum": 0,
"description": "0-1 commercial/transactional intent ratio."
},
"geoSpreadNorm": {
"type": "number",
"maximum": 1,
"minimum": 0,
"description": "0-1 geographic spread (regions with interest > threshold)."
},
"externalVolumeNorm": {
"type": "number",
"maximum": 1,
"minimum": 0,
"description": "Normalized 0-1 demand volume from EXTERNAL sources (Amazon, app stores, jobs). Caller normalizes before passing."
},
"daysSinceLastSignal": {
"type": "number",
"minimum": 0,
"description": "Optional: days since most recent confirming signal. Triggers exponential freshness decay (half-life 90d)."
},
"trendsTimelineValues": {
"type": "array",
"items": {
"type": "number",
"maximum": 100,
"minimum": 0
},
"description": "Monthly Trends values 0-100. Used ONLY to derive trendNorm — never as raw volume."
}
}
},
"annotations": {
"readOnlyHint": true
}
}{
"name": "derive_kill_criteria",
"description": "Derive a falsifiable, data-driven list of kill criteria from upstream signals — the outputs of validate_unit_economics and compute_dealbreakers_v2, plus an ICP drift count. Returns one row per rule with {rule, threshold, status, evidence?}, where status is tripped_now / monitor / cleared. Replaces prose kill criteria, which are tautologies that can never fire.",
"inputSchema": {
"type": "object",
"required": [],
"properties": {
"unitEcon": {
"type": "object",
"description": "The result of validate_unit_economics."
},
"dealbreakers": {
"type": "object",
"description": "The result of compute_dealbreakers_v2."
},
"icpDriftCount": {
"type": "integer",
"minimum": 0
}
}
},
"annotations": {
"readOnlyHint": false,
"destructiveHint": true,
"idempotentHint": false
}
}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/studio.inite/ideaudit-tools"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/studio.inite/ideaudit-tools"}) over MCP.
compute_dealbreakers_v2 ~632 tokenscompute_crossed_matrix ~612 tokenscompute_search_velocity_v2 ~414 tokenscompute_lrs_composite_v2 ~369 tokenscompute_multi_source_tam ~230 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%2Fstudio.inite%2Fideaudit-tools?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Fstudio.inite%2Fideaudit-tools?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fstudio.inite%2Fideaudit-tools.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fstudio.inite%2Fideaudit-tools.svg :target: https://glimind.com/server/mcp-registry%2Fstudio.inite%2Fideaudit-tools?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 sha256:461669706706e78a…, first seen 2026-10-17, included at leaf 8163 of 37,403. Version history · verify what your client received.
Compare: most reliable data servers · most reliable ml servers · most reliable knowledge 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 2026-10-21 05:31 UTC, the Inite Ideaudit Tools MCP server is up with a Glimind reliability score of 92/100 (grade A). Over the last 30 days it answered 99.9% of Glimind's liveness checks. It had 3 outages in 90 days, with a median recovery of 2 minutes.
Inite Ideaudit Tools MCP server advertises 21 tools, including compute_barrier, compute_budget_proof, compute_build_complexity, compute_collection_scores, compute_crossed_matrix.
Point your MCP client at this streamable-http endpoint: https://api.inite.studio/mcp
Glimind scanned all 21 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.