DocAgent FastMCP
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| RUNS_DIR | Yes | Directory for run traces. Default: ./runs | |
| QDRANT_URL | Yes | URL for Qdrant vector database. Default: http://localhost:6333 | |
| UPLOAD_DIR | Yes | Directory for uploaded files. Default: ./data/uploads | |
| TOP_K_RERANK | Yes | Number of chunks to keep after reranking. Default: 5 | |
| RERANKER_MODEL | Yes | Cross-encoder reranker model. Default: cross-encoder/ms-marco-MiniLM-L-6-v2 | |
| TAVILY_API_KEY | No | API key for Tavily web search. Optional; without it, web search is unavailable. | |
| TOP_K_RETRIEVE | Yes | Number of candidates to retrieve from vector search. Default: 20 | |
| OLLAMA_BASE_URL | Yes | Base URL for Ollama server. Default: http://localhost:11434 | |
| OLLAMA_LLM_MODEL | Yes | Ollama LLM model to use for generation. Default: llama3.1 | |
| LANGCHAIN_API_KEY | No | API key for LangSmith tracing. Optional. | |
| LANGCHAIN_PROJECT | No | LangSmith project name. Default: docagent. Optional. | |
| QDRANT_COLLECTION | Yes | Qdrant collection name. Default: docagent_chunks | |
| OLLAMA_EMBED_MODEL | Yes | Ollama embedding model to use. Default: nomic-embed-text |
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
ActivityMaintained
ResponsivenessNo issues