mcp-registry/ai.benchgecko/benchgecko · v1.0.0
As of 2026-10-25 05:10 UTC, the Benchgecko MCP server is up with a Glimind reliability score of 86/100 (grade B). Over the last 30 days it answered 99.5% of Glimind's liveness checks. It had 2 outages in 90 days, with a median recovery of 50.2 hours.
AI model prices per provider, benchmarks, own AI behavior tests and AI economy data, with sources.
Claude Code
claude mcp add --transport http benchgecko-mcp-server https://benchgecko.ai/api/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"benchgecko-mcp-server": {
"type": "http",
"url": "https://benchgecko.ai/api/mcp"
}
}
}
Third-party server, listed as discovered. Review its source before installing.
6 parameter(s) across 6 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 →
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/ai.benchgecko/benchgecko"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/ai.benchgecko/benchgecko"}) over MCP.
get_gecko_test ~254 tokenssearch_models ~129 tokensget_model ~108 tokenscompare_models ~105 tokenscheapest_provider ~93 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%2Fai.benchgecko%2Fbenchgecko?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Fai.benchgecko%2Fbenchgecko?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fai.benchgecko%2Fbenchgecko.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fai.benchgecko%2Fbenchgecko.svg :target: https://glimind.com/server/mcp-registry%2Fai.benchgecko%2Fbenchgecko?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:fb496728381e69e9…, first seen 2026-10-17, included at leaf 11458 of 64,043. Version history · verify what your client received.
Compare: most reliable data servers · most reliable retrieval servers · most reliable search 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 2026-10-25 05:10 UTC, the Benchgecko MCP server is up with a Glimind reliability score of 86/100 (grade B). Over the last 30 days it answered 99.5% of Glimind's liveness checks. It had 2 outages in 90 days, with a median recovery of 50.2 hours.
Benchgecko MCP server advertises 9 tools, including cheapest_provider, compare_models, fetch, get_gecko_test, get_model.
Point your MCP client at this streamable-http endpoint: https://benchgecko.ai/api/mcp
Glimind scanned all 9 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.