API Catalog Recommender MCP Server
by vinod-vk17
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| NVIDIA_API_KEY | Yes | API key for NVIDIA NIM (embeddings + LLM fallback) | |
| EMBEDDING_MODEL | No | Embedding model name, defaults to nvidia/nv-embedqa-e5-v5 | nvidia/nv-embedqa-e5-v5 |
| NVIDIA_BASE_URL | No | Base URL for NVIDIA API, defaults to https://integrate.api.nvidia.com/v1 | https://integrate.api.nvidia.com/v1 |
| LANGCHAIN_API_KEY | No | LangSmith API key | |
| LANGCHAIN_PROJECT | No | LangSmith project name | |
| VERTEX_ENDPOINT_URL | Yes | Primary Qwen 2.5 7B endpoint | |
| LANGCHAIN_TRACING_V2 | No | Enable LangSmith tracing when set to true |
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Server capabilities have not been inspected yet.
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
No tools | |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
This server cannot be deployed
Maintenance
ActivitySlowing
ResponsivenessNo issues