F
licenseNot graded
qualityB
maintenanceEnables multi-step AI reasoning by sending prompts to OpenRouter, performing a verification pass, and returning both responses with provider reasoning fields when available.
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llm-orchestration-agent
Server Details
Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith
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- Status
- Unhealthy
- Uptime
- 2.2% over 64 days
- Last Tested
- Transport
- Streamable HTTP
- URL
- Repository
- mikerawsonnz/gosce-agents
- GitHub Stars
- 1
- Server Listing
- A2A GOSCE Agents
TDQS
C2.9/5.0
Scored across 1 tool
Disambiguation5/5
With only one tool, there is no risk of confusion. The single tool 'invoke' has a clear and distinct purpose.
Naming Consistency5/5
With a single tool, naming consistency is trivially maintained. The tool name 'invoke' is clear and follows a common verb pattern.
Tool Count1/5
A single tool for an 'orchestration agent' is far too few. Orchestration typically requires multiple tools for different steps and configurations.
Completeness1/5
The server provides only a basic prompt runner, lacking essential orchestration features like multi-step chains, conditional logic, or integration with other tools.
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
1 tool update
- First observed
invoke
Related MCP Connectors
Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith
Proxy Gemini (Vertex AI) completions wrapped in OpenTelemetry trace spans; returns the answer plus t
JWT-gated LLM gateway: authenticate (bcrypt/JWT), then run a LangChain-on-Vertex Gemini completion.
JWT-gated LLM gateway: authenticate (bcrypt/JWT), then run a LangChain-on-Vertex Gemini completion.
Related MCP Servers
- FlicenseNot gradedqualityDmaintenanceAllows developers and AI Agents to query Google Cloud Logging using natural language, translating queries into Google Cloud Logging Query Language (LQL) with Vertex AI Gemini 2.5.1-
- FlicenseAqualityDmaintenanceProvides a sequentialthinking tool for dynamic, reflective problem-solving via chain-of-thought reasoning. Supports local Stdio and remote SSE deployment on Google Cloud Run.1179,856 npm-
- FlicenseNot gradedqualityBmaintenanceEnables users to ask questions answered through the Google Gemini REST API's generateContent endpoint, exposed as a single tool that accepts a prompt plus optional model, temperature, and token-limit settings. It runs locally over stdio and can be wired into LM Studio, returning network, auth, timeout, and invalid-response failures as readable tool errors.-
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