mcpbeat Sign in

Jiheng MCP Server

by cqqooq123 Your server? Claim it
local only

Jiheng runs on your own machine — the client starts it, so there is no endpoint to ping. 3 447 installs a week from pypi. Last commit 5 Nov 2026.

Exact math execution layer for AI agents: fractions, finance, units, dates. 19 packs.

Installs per day peak 1 483 · avg 114
a month agotoday
3 447
Installs / week
pypi · jiheng-mcp
0
Stars
0 open issues
5 Nov 2026
Last commit
from GitHub
MIT
License
Python

What the code does

We read the source, 1 d ago · rules 995398eba69f

Capabilities

What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.

Runs an external command index.js:171
  const check = spawnSync(pythonPath, ['-c', 'import ast,sys; ast.parse(sys.stdin.read(), mode="eval")'], {

Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.

This code can reach further than it looks

We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.

Three servers free · no card

Connect this server

This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.

run in your terminal
claude mcp add jiheng -- uvx jiheng-mcp
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "jiheng": {
      "command": "uvx",
      "args": [
        "jiheng-mcp"
      ]
    }
  }
}
~/.codex/config.toml
[mcp_servers.jiheng]
command = "uvx"
args = ["jiheng-mcp"]
.cursor/mcp.json
{
  "mcpServers": {
    "jiheng": {
      "command": "uvx",
      "args": [
        "jiheng-mcp"
      ]
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "jiheng": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "jiheng-mcp"
      ]
    }
  }
}

Alternatives to Jiheng

same job, measured the same way
Precisioncalc MCP
by inity13

High-precision finance & business calculations for AI agents — exact decimals, never floats.

40 installs/wk 11 tools answering
Safeagent
by azender1

Exactly-once execution guard for AI agents. Prevents duplicate payments and webhooks on retry.

129 installs/wk local only
LeaseIQ Pro
by glennl201

Excel-verified lease finance math for AI agents: equipment, solvers, schedules.

5 tools answering
Flyto Core
by flytohub

Execution engine for AI agents. 412 modules: browser, file, Docker, data, crypto.

3 572 installs/wk local only
Akka Finance
by akka-finance

MCP server for AKKA Finance DEX aggregator — swap quotes, routes, and execution

90 installs/wk local only
Apizie Finance
by nafadza14

Official cited financial data layer for AI agents (SEC EDGAR, FRED, ECB, Treasury, GLEIF).

answering
Agentic Finance Graph
by agenticfinancegraph

Ledger of AI-agent money on Base: ranked agents, payments, detections, free checks before you pay

26 tools answering
Yahoo Finance (stocks, options, financials)
by akhilrajesh213

Yahoo Finance for AI agents: quotes, price history, options with Greeks, financials, news, movers.

answering

Jiheng — questions

Answers built from our own checks of this server.

Why is there no uptime for Jiheng?
Jiheng runs on your own machine over stdio — there is no network address to reach, so uptime cannot be measured for it by anyone. What can be measured is adoption: the pypi package jiheng-mcp was installed 3 447 times last week.
How do I connect Jiheng?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It runs locally, so the command pulls jiheng-mcp straight from pypi; nothing to host, nothing to sign up for.
How many people use Jiheng?
The pypi package jiheng-mcp was installed 3 447 times in the last week. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is Jiheng open source?
Yes — it is published under the MIT licence, written in Python and 0 stars on GitHub. The source link is on this page, so you can read exactly what it does with your data before you connect it.