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orders-mcp-agent

orders-mcp-agent

by AbirHasanPiash
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python

MCP tools and a reliable agent

CI

Status: planned. Work starts Feb 2027. This README is the plan. Each number appears only after it has been measured.

A TypeScript MCP server for orders and refunds, and an agent measured by pass^k, cost per task and how safely it fails.

Demo (2 min): coming · Live: coming · Write-up: coming

Problem

Who has it, what "good" looks like for them, and why it is hard. Three lines.

Related MCP server: CodeForge MCP

Results

Version

Metric A

Metric B

p95 latency

Cost / 1k requests

Baseline

–

–

–

–

Eval set: N items, source, labelled by how. Judge agreement with human labels: x% (n=n). Intervals: 95% bootstrap.

Architecture

Diagram goes here.

  • Ingestion / input: ...

  • Core logic: ...

  • Evals: ...

  • Observability: ...

What I tried that didn't work

  • Experiment: what happened, and why I think it happened.

Security and privacy

Threats considered, mitigations, what is out of scope.

Run it

git clone https://github.com/AbirHasanPiash/orders-mcp-agent.git
cd orders-mcp-agent
cp .env.example .env   # then add your own keys
make setup             # install dependencies and git hooks
make check             # lint, format check, tests
make eval              # eval suite (calls models, uses API quota)

Tests and CI

Unit tests, an eval subset with pass thresholds, and lint checks on every push and pull request.

With two more weeks I would

  • ...

License: MIT. Part of a year-long build plan by AbirHasanPiash.

This server cannot be deployed

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

Maintenance

ActivityMaintained
ResponsivenessNo recent community issues

Resources

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