Atlas / MCP servers / aitrados / Finance Trading AI Agents

Finance Trading AI AgentsSAFE

mcp/aitrados/finance-trading-ai-agents

A comprehensive, free MCP server designed specifically for financial analysis and quantitative trading. This specialized platform offers one-click local deployment with a sophisticated department-based architecture that mirrors real financial company operations.

Verdict
SAFE
Grade
B
Trust score
89 /100
Exposed tools
3 3r · 0w · 0d
Transport
streamable-http
License
—
Stars
63
01

Overview

From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.

[](https://badge.fury.io/py/finance-trading-ai-agents-mcp) [](https://pypi.org/project/finance-trading-ai-agents-mcp/) [](https://opensource.org/licenses/MIT)

A free, professional, open-source financial analysis and quantitative trading MCP server. It lets you deploy a local financial MCP service with one command, using a departmental architecture that simulates a real financial firm's operations. It supports traditional indicators, price action analysis, economic calendar, fundamentals, and news integration—providing seamless interaction with LLMs and algorithmic trading.

💬 Community & Support

[](https://docs.aitrados.com/wechat_group.png) [](https://discord.gg/aNjVgzZQqe)

Join our community for discussions, support, and updates!

✨ Features

  • 🚀 One-click deployment: Quickly spin up a local financial MCP service
  • 🏢 Departmental architecture: Simulates real-world financial company departments
  • 📊 Comprehensive analysis: Traditional technical indicators + price action analysis
  • 📅 Real-time data: Economic calendar, fundamentals,broker/securities information ,and news integration
  • 🤖 AI integration: Interfaces optimized for LLMs
  • ⚡ High performance: Real-time streaming OHLC data processing
  • 🔧 Extensible: Support for custom MCP services
  • MCP can call the broker to query account information, place orders, and cancel orders.
  • 🪩 Support local RPC/PubSub service.you can cross process/software/code languages communication.

Fastest experience

  • [MCP FOR AI (langchain-trad
Read from source at commit 42882fa92b5dOBSERVED · 2026-10-07
02

Connect

Built from this server's own package name, version and transport as found in its source — not copied from anyone's documentation, so it cannot drift against a page we do not control. Replace the environment placeholders with a token scoped to the least it needs.

claude-code
claude mcp add finance-trading-ai-agents-mcp --env AITRADOS_SECRET_KEY=${AITRADOS_SECRET_KEY} -- uvx finance-trading-ai-agents-mcp
claude-desktop
{
  "mcpServers": {
    "finance-trading-ai-agents-mcp": {
      "command": "uvx",
      "args": [
        "finance-trading-ai-agents-mcp"
      ],
      "env": {
        "AITRADOS_SECRET_KEY": "${AITRADOS_SECRET_KEY}"
      }
    }
  }
}
03

Exposed tools (3)

3 read · 0 write · 0 destructive.

ToolRiskDescription
get_custom_abcreadreturn f
get_economic_calendar_event_codesread
get_latest_news_listread
04

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryWARN
L1Static analysis of the codePASS
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
not all pinned
Secrets in source
none-found

Findings (8)

MEDIUMInventory / provenance · inv.binary · CWE-1104
assets/aitrados_mt5.zip
aitrados_mt5.zip
Why it matters. a compiled or binary member cannot be reviewed from source
Fix. ship source, or explain the binary in the README
LOWInventory / provenance · inv.no_license · CWE-1104
Why it matters. no LICENSE file and no repo licence
Fix. add a licence
LOWNetwork egress · net.raw_ip · CWE-200, CWE-319
README.md:359
After starting the service, visit: `http://127.0.0.1:11999/`
LOWNetwork egress · net.raw_ip · CWE-200, CWE-319
docs/finance-trading-ai-agents-mcp/financial-departments/add_more_department.md:29
## http://127.0.0.1:11999/mcp_servers.json and see the custom_mcp_server1 server
LOWNetwork egress · net.raw_ip · CWE-200, CWE-319
docs/finance-trading-ai-agents-mcp/quickstart.md:48
After it starts, open your browser at: http://127.0.0.1:11999/
LOWNetwork egress · net.raw_ip · CWE-200, CWE-319
examples/mcp_clients/simple_mcp_client_broker.py:17
mcp_config=get_client_mcp_config(departments,mcp_base_url="http://127.0.0.1:11999")
LOWNetwork egress · net.raw_ip · CWE-200, CWE-319
examples/mcp_clients/simple_mcp_client_economic_calendar.py:14
mcp_config=get_client_mcp_config(departments,mcp_base_url="http://127.0.0.1:11999")
LOWSupply chain · supply.unpinned · CWE-829, CWE-1357
requirements.txt
aitrados-api, fastapi, fastmcp, aitrados-broker
Why it matters. 4 requirement(s) not pinned with ==
Fix. pin exact versions

Gates applied: no_behavioural_pass, no_license.

Audited 2026-10-07 · audit v0.4.1 · source sha 42882fa92b5dfull audit observations/trust-audit/mcp-server/aitrados__finance-trading-ai-agents.json · Report an issue / request a re-scan
05

Audit history

Every audit this server has had. A grade with a past is a grade somebody is still checking.

DateSourceVerdictGradeScoreChange
2026-10-0742882fa92b5dSAFEB89first audit
06

Questions

What is the Finance Trading AI Agents MCP server?

A comprehensive, free MCP server designed specifically for financial analysis and quantitative trading. This specialized platform offers one-click local deployment with a sophisticated department-based architecture that mirrors real financial company operations.

What tools does Finance Trading AI Agents expose?

3 in total: 3 read-only, 0 that write, and 0 that can delete or overwrite. Every one is listed on this page with its risk.

Is Finance Trading AI Agents safe to connect to an agent?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean server reads B.

What credentials does Finance Trading AI Agents need?

It reads AITRADOS_SECRET_KEY from the environment. Give it a token scoped to the least it needs — an agent that can be talked into calling a tool can be talked into calling it with your credentials.

How does Finance Trading AI Agents run?

It speaks streamable-http, so it runs as a service you connect to over the network. It is published on PyPI as finance-trading-ai-agents-mcp.

How current is this page?

The grade is for one exact copy of the source (42882fa92b5d), read on 2026-10-07. The repository is watched and re-audited when it changes.

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