mcp-registry/io.github.desmartin01/inferenceindexer-mcp · v1.29.0
Also listed as glama/desmartin01/inferenceindexer-mcp-server
As of 2026-10-20 00:26 UTC, the Desmartin01 Inferenceindexer MCP server is up with a Glimind reliability score of 82/100 (grade B). Over the last 30 days it answered 99.6% of Glimind's liveness checks. It had 5 outages in 90 days, with a median recovery of 35 minutes.
AI inference pricing for agents: live and historical model prices, provider comparison.
Claude Code
claude mcp add --transport http desmartin01-inferenceindexer-mcp-server https://api.inferenceindexer.ai/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"desmartin01-inferenceindexer-mcp-server": {
"type": "http",
"url": "https://api.inferenceindexer.ai/mcp"
}
}
}
Third-party server, listed as discovered. Review its source before installing.
10 of 10 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 →
19 parameter(s) across 8 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 →
Handshake + tools/list takes ~1,783 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.
Paste-ready definitions with the problems above fixed. Changes marked verify need a human look. 8 tool(s) still need parameter descriptions written by someone who knows the API. All of them as JSON: /v1/readiness/mcp-registry%2Fio.github.desmartin01%2Finferenceindexer-mcp/fixes
{
"name": "compare_providers",
"description": "Compare the price of one model across the providers that host it.\n\n Args:\n model_id: Canonical model id, e.g. 'meta/muse-spark-1.1'.\n Returns: per-provider endpoints with pricing, showing where direct\n provider prices diverge (e.g. from OpenRouter's negotiated rate).\n ",
"inputSchema": {
"type": "object",
"title": "compare_providersArguments",
"required": [
"model_id"
],
"properties": {
"model_id": {
"type": "string",
"title": "Model Id"
}
}
},
"annotations": {
"readOnlyHint": true
}
}{
"name": "explain_model",
"description": "Get everything about one model in a single call: the full picture.\n\n Returns current pricing (input/output/blended, Cost/IQ, 24h/7d changes),\n a price-history summary with trend, all provider endpoints, the cheapest\n hand-verified endpoint with its native model id (for hot-swapping),\n privacy flags (ZDR/EU availability), and the AA intelligence score.\n Everything is as-of stamped.\n\n Args:\n model_id: Canonical model id, e.g. 'anthropic/claude-sonnet-5'.\n history_da",
"inputSchema": {
"type": "object",
"title": "explain_modelArguments",
"required": [
"model_id"
],
"properties": {
"model_id": {
"type": "string",
"title": "Model Id"
},
"history_days": {
"type": "integer",
"title": "History Days",
"default": 30
}
}
},
"annotations": {
"readOnlyHint": true
}
}{
"name": "get_composite_history",
"description": "Get SIT-Composite index history / trend over time.\n\n Args:\n days: History window in days (1-90, default 30).\n Returns: historical composite index values.\n ",
"inputSchema": {
"type": "object",
"title": "get_composite_historyArguments",
"properties": {
"days": {
"type": "integer",
"title": "Days",
"default": 30
}
}
},
"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.desmartin01/inferenceindexer-mcp"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/io.github.desmartin01/inferenceindexer-mcp"}) over MCP.
recommend_models ~331 tokenssearch_models ~238 tokensexplain_model ~215 tokensget_model_history ~199 tokenscompare_providers ~140 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.desmartin01%2Finferenceindexer-mcp?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Fio.github.desmartin01%2Finferenceindexer-mcp?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.desmartin01%2Finferenceindexer-mcp.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.desmartin01%2Finferenceindexer-mcp.svg :target: https://glimind.com/server/mcp-registry%2Fio.github.desmartin01%2Finferenceindexer-mcp?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 sha256:5a4dbb9a523ad64d…, first seen 2026-10-17, included at leaf 5234 of 29,682. 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 2026-10-20 00:26 UTC, the Desmartin01 Inferenceindexer MCP server is up with a Glimind reliability score of 82/100 (grade B). Over the last 30 days it answered 99.6% of Glimind's liveness checks. It had 5 outages in 90 days, with a median recovery of 35 minutes.
Desmartin01 Inferenceindexer MCP server advertises 10 tools, including compare_providers, explain_model, get_composite_history, get_composite_latest, get_model.
Point your MCP client at this streamable-http endpoint: https://api.inferenceindexer.ai/mcp
Glimind scanned all 10 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.