Calibrated decisions for agents: choice, yes/no and score questions answered with probabilities.
Free account. Installing gives you the manifest plus copy-paste snippets.
See reviewsImported from the official MCP registry - entry
com.hesperan/mcpv0.1.0. Ratings and installs below are from this marketplace.
Calibrated decisions for agents: choice, yes/no and score questions answered with probabilities.
streamable-http https://api.hesperan.com/mcphesperan-mcp @ 0.1.0Registry entry: com.hesperan/mcp
Copy one of these into your project. Installing also returns the manifest and these snippets.
# after Install: the listing is in your workspace's routing pool - nothing else to configure
curl -s -X POST https://api.opensmartroute.ai/api/v1/route -H 'Authorization: Bearer $OSR_API_KEY' -H 'Content-Type: application/json' -d '{"text": "...", "plan": true}'
# or pin it on the OpenAI-compatible endpoint: {"model": "mcp-com-hesperan-mcp", ...}An Open Capability Manifest: the router reads it to know what this does, what it costs and when to pick it.
{
"ocm": "1",
"id": "mcp-com-hesperan-mcp",
"kind": "tool",
"name": "Hesperan",
"description": "Calibrated decisions for agents: choice, yes/no and score questions answered with probabilities.",
"publisher": "com.hesperan",
"version": "0.1.0",
"capabilities": {
"domains": [
"coding"
],
"tags": [
"mcp",
"mcp-server",
"npm",
"mcp-registry"
],
"languages": [
"en"
],
"supports_tools": true
},
"quality_prior": 0.6,
"examples": [
"Calibrated decisions for agents: choice, yes/no and score questions answered with probabilities."
],
"primary": false,
"metadata": {
"source": {
"provider": "mcp-registry",
"path": "server.json",
"ref": "0.1.0",
"url": "https://registry.modelcontextprotocol.io/v0/servers/com.hesperan%2Fmcp",
"key": "com.hesperan/mcp",
"registry": "https://registry.modelcontextprotocol.io"
}
},
"endpoints": [
{
"protocol": "mcp",
"url": "https://api.hesperan.com/mcp"
}
]
}Fetch it by URL: GET /api/v1/registry/mcp-com-hesperan-mcp/manifest?version=0.1.0
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