mcp-registry/io.github.a0985344368-glitch/tsung-ai · v1.0.0
As of 2026-10-18 17:01 UTC, the A0985344368 Glitch Tsung Ai MCP server is up (it requires sign-in) with a Glimind reliability score of 76/100 (grade B). Over the last 30 days it answered 100% of Glimind's liveness checks.
Multi-LLM AI Research & Analysis — smart routing, consensus analysis, due diligence reports
Claude Code
claude mcp add --transport http a0985344368-glitch-tsung-ai-mcp-server https://tsung-mcp-custom.a0985344368.workers.dev/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"a0985344368-glitch-tsung-ai-mcp-server": {
"type": "http",
"url": "https://tsung-mcp-custom.a0985344368.workers.dev/mcp"
}
}
}
Third-party server, listed as discovered. Review its source before installing.
11 of 11 tool(s) carry no readOnlyHint/destructiveHint annotations.
Annotate read-only tools with {"readOnlyHint": true}. Agents and gateways can then run them without a confirmation prompt, and route around destructive ones. How to fix →
1 tool(s) look like they change state (create/send/delete/pay…) but declare no destructiveHint.
Set annotations {"readOnlyHint": false, "destructiveHint": true|false, "idempotentHint": …}. Clients use these to ask the user before a side effect and to auto-approve safe reads. How to fix →
No tool declares an outputSchema.
Declare outputSchema and return structuredContent (MCP 2025-06-18+). Agents can then parse results without guessing, and chain tools reliably. How to fix →
Requires authentication; tool definitions could not be read anonymously.
If discovery should be public, allow initialize + tools/list without credentials and gate only tools/call. Directories and routers can then list your tools.
Paste-ready definitions with the problems above fixed. Changes marked verify need a human look. All of them as JSON: /v1/readiness/mcp-registry%2Fio.github.a0985344368-glitch%2Ftsung-ai/fixes
{
"name": "analyze",
"description": "AI analysis on any topic — market, technology, trend, company. Returns concise analysis with key findings, opportunities, and risks.",
"inputSchema": {
"type": "object",
"required": [
"topic"
],
"properties": {
"topic": {
"type": "string",
"description": "Topic to analyze (e.g., \"AI chip market 2026\", \"Tesla competitive position\")"
}
}
},
"annotations": {
"readOnlyHint": true
}
}{
"name": "compound_search",
"description": "Search TSUNG knowledge base (compound rules + insights). Returns matching rules.",
"inputSchema": {
"type": "object",
"required": [
"query"
],
"properties": {
"query": {
"type": "string",
"description": "Search keyword"
}
}
},
"annotations": {
"readOnlyHint": true
}
}{
"name": "ghost_status",
"description": "Check Ghost task status — pending, completed, unread results.",
"inputSchema": {
"type": "object",
"properties": {}
},
"annotations": {
"readOnlyHint": true
}
}Get an email or webhook when this server's readiness drops by 10+ points, tool-poisoning text appears, or a tool breaks:
curl -X POST https://glimind.com/v1/subscriptions -H 'content-type: application/json' -d '{"tools":["mcp-registry/io.github.a0985344368-glitch/tsung-ai"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/io.github.a0985344368-glitch/tsung-ai"}) over MCP.
dd_report ~125 tokensask ~113 tokensanalyze ~100 tokensghost_write ~98 tokensmarket_intel ~81 tokensStatic checks of the advertised tools/list (schema, descriptions, annotations, tool-poisoning patterns, names, size) plus observed protocol, uptime, latency and contract changes. Read-only: no tool is ever called. Weights: schema 15, docs 20, safety 15, efficiency 15, compatibility 15, protocol 5, reliability 10, stability 5. Token counts are estimates (~3.6 characters per token).
Operator? Fix these, then re-check live. Embed the readiness badge:
[](https://glimind.com/server/mcp-registry%2Fio.github.a0985344368-glitch%2Ftsung-ai?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Fio.github.a0985344368-glitch%2Ftsung-ai?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.a0985344368-glitch%2Ftsung-ai.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.a0985344368-glitch%2Ftsung-ai.svg :target: https://glimind.com/server/mcp-registry%2Fio.github.a0985344368-glitch%2Ftsung-ai?ref=badge :alt: MCP agent-readiness
Glimind records every version of this server's tool definitions in a signed, append-only transparency log. Current manifest sha256:273195818f8c33d9…, first seen 2026-10-17, included at leaf 13933 of 22,851. Version history · verify what your client received.
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Glimind tells agents whether a server is up right now and how to call it, then fails over to a live alternative when it isn't.
Claude Code
claude mcp add --transport http glimind https://glimind.com/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"glimind": {
"type": "http",
"url": "https://glimind.com/mcp"
}
}
}
As of 2026-10-18 17:01 UTC, the A0985344368 Glitch Tsung Ai MCP server is up (it requires sign-in) with a Glimind reliability score of 76/100 (grade B). Over the last 30 days it answered 100% of Glimind's liveness checks.
A0985344368 Glitch Tsung Ai MCP server advertises 11 tools, including analyze, ask, compound_search, dd_report, demand_radar.
Point your MCP client at this streamable-http endpoint: https://tsung-mcp-custom.a0985344368.workers.dev/mcp
Glimind scanned all 11 tool definitions for tool-poisoning patterns — hidden or invisible characters, instructions that override the model, concealment from the user, requests to read credential or MCP config files, conversation exfiltration and cross-tool shadowing — and found none. This checks what the server tells the model, not what its code does; review the source before granting access to sensitive data.
Status page: 90-day uptime, every outage and how long it lasted.
Claim this listing to get the Verified operator marker, a remediation checklist and owner analytics, or embed the live badge from any of the tool pages above. Maintainers: alerts, deploy attestation and monthly reports.
Status is an automated estimate from Glimind's liveness checks (handshake and tool listing only; no tool is ever called) and may lag or differ from your network. Glimind is not affiliated with this server or its operator. Operator? Request a correction or opt out at https://glimind.com/opt-out.