mcp-registry/io.github.702exec/agent-data-platform · v0.1.0
As of 2026-10-19 20:49 UTC, the 702exec Agent Data Platform MCP server is up with a Glimind reliability score of 97/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks. It had 3 outages in 90 days, with a median recovery of 1 minutes.
Video generation cost estimates across providers, with provenance, freshness, and confidence.
Claude Code
claude mcp add --transport http 702exec-agent-data-platform-mcp-server https://agent-data-platform.onrender.com/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"702exec-agent-data-platform-mcp-server": {
"type": "http",
"url": "https://agent-data-platform.onrender.com/mcp"
}
}
}
Third-party server, listed as discovered. Review its source before installing.
3 of 3 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 →
Handshake + tools/list takes ~1,903 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%2Fio.github.702exec%2Fagent-data-platform/fixes
{
"name": "compare_providers",
"description": "List raw, provenance-backed pricing rows for AI video generation providers and models. Every row carries source_url and verified_at. Optionally filter by provider slug (e.g. \"fal\", \"google\", \"kling\", \"luma\", \"runway\", \"higgsfield\") or model slug.",
"inputSchema": {
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {
"model": {
"type": "string",
"description": "Model slug to filter by"
},
"provider": {
"type": "string",
"description": "Provider slug to filter by"
}
}
},
"annotations": {
"readOnlyHint": true
},
"title": "Compare provider pricing"
}{
"name": "estimate_video_cost",
"description": "Estimate the USD cost of generating AI video across providers (fal.ai, Runway, Google Veo, Kling, Luma, Higgsfield). Returns estimates sorted cheapest-first, each with provenance (source_url), freshness (verified_at), and a confidence level. Credit-economy providers are normalized to USD. Clip-length limits are handled by assuming stitched generations (noted per estimate).",
"inputSchema": {
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"duration_seconds"
],
"properties": {
"mode": {
"enum": [
"text-to-video",
"image-to-video"
],
"type": "string",
"description": "Generation mode; omit for any"
},
"count": {
"type": "integer",
"maximum": 10000,
"minimum": 1,
"description": "Number of videos (default 1)"
},
"resolution": {
"enum": [
"360p",
"540p",
"720p",
"1080p",
"4k"
],
"type": "string",
"description": "Required output resolution; omit for any"
},
"require_audio": {
"type": "boolean",
"description": "Only include models with native audio support"
},
"duration_seconds": {
"type": "number",
"maximum": 3600,
"description": "Length of the video to generate, in seconds",
"exclusiveMinimum": 0
}
}
},
"annotations": {
"readOnlyHint": true
},
"title": "Estimate video generation cost"
}{
"name": "get_pricing_changes",
"description": "Retrieve the append-only change log of pricing updates, model deprecations, and verification events. Useful for detecting price changes since a previous check. Defaults to the last 30 days.",
"inputSchema": {
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {
"since": {
"type": "string",
"description": "ISO 8601 timestamp; return changes at or after this time"
}
}
},
"annotations": {
"readOnlyHint": true
},
"title": "Get pricing change log"
}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.702exec/agent-data-platform"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/io.github.702exec/agent-data-platform"}) over MCP.
estimate_video_cost ~314 tokenscompare_providers ~150 tokensget_pricing_changes ~121 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.702exec%2Fagent-data-platform?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Fio.github.702exec%2Fagent-data-platform?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.702exec%2Fagent-data-platform.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.702exec%2Fagent-data-platform.svg :target: https://glimind.com/server/mcp-registry%2Fio.github.702exec%2Fagent-data-platform?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 sha256:7e8df03e99ea1120…, first seen 2026-10-17, included at leaf 11468 of 28,727. Version history · verify what your client received.
Compare: most reliable data 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 2026-10-19 20:49 UTC, the 702exec Agent Data Platform MCP server is up with a Glimind reliability score of 97/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks. It had 3 outages in 90 days, with a median recovery of 1 minutes.
702exec Agent Data Platform MCP server advertises 3 tools, including compare_providers, estimate_video_cost, get_pricing_changes.
Point your MCP client at this streamable-http endpoint: https://agent-data-platform.onrender.com/mcp
Glimind scanned all 3 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.