MCP 服务器

Arithym

Arithym — lightweight precision math for agents on the go. Exact arithmetic MCP server with 62 tools, zero hallucination, sub-millisecond computation and is 61% cheaper than Python code execution at scale.

README

Arithym — Precision Math Engine for AI Agents

Exact arithmetic, tolerance-tracked results, zero hallucination. One MCP connection gives your AI agent 203 precision math methods across 22 domains.

Website · Documentation · Research Paper

What is Arithym?

Arithym is a computation layer that eliminates math errors in AI agents. Instead of letting your LLM guess at arithmetic, Arithym handles every calculation with exact fraction math — no floating point, no silent rounding, no accumulated drift.

Every approximate result carries exact tolerance bounds so your agent knows not just the answer, but how precise it is.

Works with Claude, ChatGPT, Cursor, Windsurf, and any MCP client.

Connect in Seconds

Claude or ChatGPT (OAuth — easiest)

Go to Settings → Connectors (Claude) or Settings → Apps (ChatGPT)
Add custom connector: https://arithym.xyz/mcp
Enter your email on the authorize page
Connected — no API key, no config files

Claude Desktop (API Key)

Edit claude_desktop_config.json:

{
  "mcpServers": {
    "arithym": {
      "url": "https://arithym.xyz/sse",
      "headers": {
        "Authorization": "Bearer YOUR_API_KEY"
      }
    }
  }
}

Get your API key at arithym.xyz → click Start → enter email → verify.

Cursor / Windsurf / Other MCP Clients

Server URL:  https://arithym.xyz/sse
Transport:   SSE
Header:      Authorization: Bearer YOUR_API_KEY

Examples

1. Exact Arithmetic

compute("12847", "93", "multiply")
→ { "answer": "1194771", "exact": true }

2. The Classic Float Test

fraction_math("0.1", "0.2", "add")
→ { "answer": "0.3", "exact": true }

Python returns 0.30000000000000004. Arithym returns 0.3.

3. Multi-Step Calculation

scratch_math([
  {"values": ["99.95", "1.0825"], "read": "multiply", "label": "with_tax"},
  {"values": ["$with_tax", "3"], "read": "multiply", "label": "total"},
  {"values": ["$total", "20.50"], "read": "subtract"}
])
→ { "answer": "304.087625", "exact": true }

4. Tolerance Propagation (Measurements)

field_create()
field_add("length", "9.81", sig_figs="3")     → ±0.005
field_add("width", "20.5", sig_figs="3")      → ±0.05
field_derive("length, width", "multiply", "area")
→ { "value": "201.105", "tolerance": "±593/1000" }

5. Compute Graphs with Sensitivity

graph_define({
  "name": "pricing",
  "inputs": {"units": {"value": "1000"}, "cost": {"value": "45"}, "margin": {"value": "1/4"}},
  "graph": [
    {"name": "base", "op": "multiply", "from": ["units", "cost"]},
    {"name": "markup", "op": "multiply", "from": ["base", "margin"]},
    {"name": "revenue", "op": "add", "from": ["base", "markup"]}
  ],
  "outputs": ["revenue"]
})
graph_sensitivity("units") → { "revenue": "225/4" }
graph_solve("units", "revenue", "100000") → { "solution": "1778" }

Capabilities

203 methods across 22 domains: Arithmetic, Trigonometry, Calculus, Finance, Matrix, Statistics, Chemistry, Physics, Units, Geometry, Signals, Complex Numbers, Number Theory, Algebra, Materials, Medical, Quantum, and more.

Call help() for the full system overview. Call discover("keyword") to search all 203 methods.