s (TauricResearch/TradingAgents) is an MCP server listed on the M8ven Trust Index. M8ven has not graded it: we have no way to read this server ourselves. No publisher has claimed this listing.

Back to MCP Trust Indexm8ven
C
Emerging
74/100
17 days ago

s

<p align="center"> <img src="assets/TauricResearch.png" style="width: 60%; height: auto;"> </p> <div align="center" style="line-height: 1;"> <a href="https://arxiv.org/abs/2412.20138" target="_blank"><img alt="arXiv" src="https://img.shields.io/badge/arXiv-2412.20138-B31B1B?logo=arxiv"/></a> <a href="https://discord.com/invite/hk9PGKShPK" target="_blank"><img alt="Discord" src="https://img.shields.io/badge/Discord-TradingResearch-7289da?logo=discord&logoColor=white&color=7289da"/></a> <

→ TauricResearch/TradingAgents· listed on modelscope

Emerging. No concerning findings. Grades remain capped until the project builds reputation through adoption. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

How we verified

Code Verified⚡ Live Monitored: not connected

Verified is a snapshot. Live keeps it current, and builds your track record.

⚡ Connect GitHub → continuous verification on every pushwhy connect →

Who stands behind it

TauricResearch

Source: modelscope

Maintenance & responsiveness
as of 2026-08-19
Issues closed (90d): 20 · 366 open
Releases (90d): 2
Contributor retention: 1/5 stayed · 2 active
Is this your MCP?

Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find. Or connect your repo for our deepest verification, Live Monitored: read-only, revoke anytime. What we access →

⚡ Connect GitHub for Live Monitored

Install from

modelscope

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// key findings
✅
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
✅
Open source with a license and README
Anyone can audit the code, the license is declared, and the publisher documents what it does.
🔐
You'll be asked for 2 credentials: ALPHA_VANTAGE_API_KEY, FRED_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// environment variables
To run this server yourself, you supply these values. They go in your own MCP client configuration and stay on your machine. The secret label means the value is sensitive, not that the server mishandles it.
configTRADINGAGENTS_OUTPUT_LANGUAGE
configTRADINGAGENTS_MAX_DEBATE_ROUNDS
configTRADINGAGENTS_MAX_RISK_ROUNDS
configTRADINGAGENTS_LLM_PROVIDER
configTRADINGAGENTS_QUICK_THINK_LLM
configTRADINGAGENTS_DEEP_THINK_LLM
configOLLAMA_BASE_URL
configTRADINGAGENTS_RESULTS_DIR
configTRADINGAGENTS_CACHE_DIRPer-ticker SQLite databases live at ~/.tradingagents/cache/checkpoints/<TICKER>.db (override the base with ). Use --clear-checkpoints to reset all of them before a run.
configTRADINGAGENTS_MEMORY_LOG_PATHOverride the path with .
🔐 secretALPHA_VANTAGE_API_KEYexport =... # Alpha Vantage
🔐 secretFRED_API_KEY
configAZURE_OPENAI_DEPLOYMENT_NAME
configAWS_REGION
configAWS_DEFAULT_REGION
configAWS_BEARER_TOKEN_BEDROCK
// quality suggestions

Tool annotations

No tools have read-only/destructive annotations

Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.

All four hints declared on every tool

12/12 tools missing one or more hints — get_stock_data (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_fundamentals (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_balance_sheet (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +9 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.

For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.

Tool handlers catch errors

Only 1/12 tool handlers wrap calls in try/catch (8%)

Wrap each tool handler body in try/catch and return a structured error response.

Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.

// full audit trail
The findings above are the summary. The full trail, every check we ran, each deduction, the network hosts observed and the dependency advisories, goes to verified publishers, along with an alert whenever a new one lands. Verified publishers can also review each finding and dispute it in one click. Publisher corrections have sharpened several of our checks this month, because the maintainer knows the codebase better than any scanner.
// improvement guidance — verified publishers only
We have 3 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[![M8ven Score](https://m8ven.ai/badge/mcp/tauricresearch-tradingagents-1rgdl6)](https://m8ven.ai/mcp/tauricresearch-tradingagents-1rgdl6)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: a33fd4c0f134485a43553a2c23a63cb14adbd88f
code hash: ebdb18dd703f824d83474813ee8b2f3c922779c7f8ec9ca81fb99f24c1bddb03
verified: 8/13/2026, 8:41:55 PM
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