1NFER Inference Discovery

Official4 tools

by 1nfernet · Python

Inspect 1NFER models, crypto funding terms and task cost without keys or paid calls.

The business.hesoyam/inference-discovery MCP server inspects 1NFER models and reviews crypto funding terms and task cost. It is designed to support discovery without requiring keys or paid calls, based on the provided description.

🛠️ Key Features

Inspect 1NFER models
Examine crypto funding terms
Assess task cost
No keys or paid calls required (per description)

🚀 Use Cases

Model inspection and discovery for 1NFER models
Evaluating crypto funding terms
Estimating or understanding task cost requirements

⚡ Developer Benefits

Discovery workflows that avoid credential/key handling
Cost-oriented analysis without paid calls (as stated)

⚠️ Limitations

Capabilities are limited to what is explicitly described: inspecting 1NFER models and reviewing funding terms and task cost; no additional tools or scope details are provided.

Captured live from the server via tools/list.

list_models

Read exact available model identifiers and public reference rates; no generation or charge.

Parameters

No parameters.

Raw schema

{
  "type": "object",
  "properties": {},
  "title": "list_modelsArguments"
}

payment_terms

Read currently enabled currencies, minimum funding and payment conditions; no invoice or transfer.

Parameters

No parameters.

Raw schema

{
  "type": "object",
  "properties": {},
  "title": "payment_termsArguments"
}

estimate_cost

Estimate from live public rates without calling a model; no account discount assumed.

Parameters3

model	string	required
input_tokens	integer	required
output_tokens	integer	required

Raw schema

{
  "type": "object",
  "properties": {
    "model": {
      "title": "Model",
      "type": "string"
    },
    "input_tokens": {
      "title": "Input Tokens",
      "type": "integer"
    },
    "output_tokens": {
      "title": "Output Tokens",
      "type": "integer"
    }
  },
  "required": [
    "model",
    "input_tokens",
    "output_tokens"
  ],
  "title": "estimate_costArguments"
}

connection_recipe

Get inspectable first-party setup instructions; does not install, sign up or spend.

Parameters1

framework

string

required

Raw schema

{
  "type": "object",
  "properties": {
    "framework": {
      "title": "Framework",
      "type": "string"
    }
  },
  "required": [
    "framework"
  ],
  "title": "connection_recipeArguments"
}

README.md1 KBView on GitHub

1NFER agent connection tools

Public read-only MCP: https://hesoyam.business/agent-tools/mcp (Streamable HTTP). Tools: list_models, payment_terms, estimate_cost, connection_recipe. No API key required or accepted, no model generation, no invoice creation or payments on this public server.

Local procurement: install the pinned Python dependencies into an isolated environment and run python server.py --stdio. Local-only extra tools: register_account, account_status, create_invoice, invoice_status. INFER_STATE_DIR optionally selects your private local directory (default ~/.config/1nfer-client, mode0700). Keys and saved invoice intents are0600; secrets are not tool outputs. Preserve this directory for account access. This is an API credential, not a crypto wallet seed.

Invoice creation requires an authorized amount and saved intent ID. It never signs or sends cryptocurrency. Do not start a new transfer after expiry; wait for confirmed credit. Unknown outcomes require reconciliation, not a new key/payment. Read live payment terms and your account's actual rates before use.

Installable skills are under skills/. Existing inference: https://1nfer.net/ . Scoped own-brand business setup: https://hesoyam.business/router . No guaranteed customers, returns, free model or full-framework compatibility. All named models are exact catalogue aliases; provider identity alone does not establish provenance.

Install

Tools (4)

list_modelspayment_termsestimate_costconnection_recipe

Remote endpoint

Streamable HTTP

Hosted server - connect over the network, no local install.

url

https://hesoyam.business/agent-tools/mcp

Add to VS Code Add to Cursor

claude_desktop_config.json

json

{
  "mcpServers": {
    "inference-discovery": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://hesoyam.business/agent-tools/mcp"
      ]
    }
  }
}

Desktop config is stdio-only; this bridges via mcp-remote. Native remote: Settings > Connectors.

🛠️ Key Features

🚀 Use Cases

⚡ Developer Benefits

⚠️ Limitations

list_models

payment_terms

estimate_cost

connection_recipe

1NFER agent connection tools

Install

Remote endpoint

Related servers