TSUNG AI Research & Analysis
Server Details
Multi-LLM AI Research & Analysis — smart routing, consensus analysis, due diligence reports
- Status
- Unhealthy
- Last Tested
- Transport
- Streamable HTTP
- URL
Glama MCP Gateway
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Usage analytics
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Tool Definition Quality
Average 3.4/5 across 11 of 11 tools scored.
The tools have distinct primary purposes, but there is notable overlap between 'analyze', 'ask', 'market_intel', and 'dd_report'—all involve AI analysis, which could cause confusion. Descriptions help differentiate them, but the boundaries are not entirely clear.
Naming is mixed with no consistent pattern: some are verb-based ('analyze', 'ask', 'hunt'), others are noun-based ('demand_radar', 'ghost_status'), and some use underscores inconsistently ('dd_report', 'line_push', 'market_intel'). It's readable but lacks a unified convention.
With 11 tools, the count is reasonable for a research and analysis server. It covers various aspects like analysis, reporting, monitoring, and communication, though it might feel slightly heavy due to overlapping analysis tools.
The toolset covers key research workflows: analysis, reporting, knowledge search, task management, and system monitoring. Minor gaps exist, such as no explicit update or delete operations for tasks or reports, but agents can likely work around these.
Claim this connector by publishing a /.well-known/glama.json file on your server's domain with the following structure:
{
"$schema": "https://glama.ai/mcp/schemas/connector.json",
"maintainers": [{ "email": "your-email@example.com" }]
}The email address must match the email associated with your Glama account. Once published, Glama will automatically detect and verify the file within a few minutes.
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For users:
Full audit trail – every tool call is logged with inputs and outputs for compliance and debugging
Granular tool control – enable or disable individual tools per connector to limit what your AI agents can do
Centralized credential management – store and rotate API keys and OAuth tokens in one place
Change alerts – get notified when a connector changes its schema, adds or removes tools, or updates tool definitions, so nothing breaks silently
For server owners:
Proven adoption – public usage metrics on your listing show real-world traction and build trust with prospective users
Tool-level analytics – see which tools are being used most, helping you prioritize development and documentation
Direct user feedback – users can report issues and suggest improvements through the listing, giving you a channel you would not have otherwise
The connector status is unhealthy when Glama is unable to successfully connect to the server. This can happen for several reasons:
The server is experiencing an outage
The URL of the server is wrong
Credentials required to access the server are missing or invalid
If you are the owner of this MCP connector and would like to make modifications to the listing, including providing test credentials for accessing the server, please contact support@glama.ai.
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