ollqd
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| CHUNK_SIZE | No | Approximate tokens per chunk | 512 |
| OLLAMA_URL | No | Ollama base URL | http://localhost:11434 |
| QDRANT_URL | No | Qdrant REST URL | http://localhost:6333 |
| CHUNK_OVERLAP | No | Overlap tokens between chunks | 64 |
| MAX_TOOL_ROUNDS | No | Max tool-calling rounds per query | 6 |
| OLLAMA_TIMEOUT_S | No | Request timeout in seconds | 120 |
| OLLAMA_CHAT_MODEL | No | Chat model for RAG | qwen2.5:14b |
| OLLAMA_EMBED_MODEL | No | Embedding model | 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
Features and capabilities supported by this server
Protocol revision2025-11-25
| Capability | Details |
|---|---|
| tools | {
"listChanged": false
} |
| prompts | {
"listChanged": false
} |
| resources | {
"subscribe": false,
"listChanged": false
} |
| experimental | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| index_codebaseB | Index a codebase directory into Qdrant. Walks files, chunks at code boundaries, embeds via Ollama, upserts to Qdrant. |
| index_documentsC | Index document files (markdown, text, etc.) into Qdrant. |
| semantic_searchC | Semantic search over indexed content. Returns ranked results with file paths and code snippets. |
| list_collectionsA | List all Qdrant collections with point counts. |
| delete_collectionC | Delete a Qdrant collection. Set confirm=true to proceed. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
TDQS
Scored across 5 tools
Each tool targets a distinct operation: deleting collections, indexing codebases, indexing documents, listing collections, and searching. No overlap in functionality; descriptions clearly differentiate them.
All tool names follow a consistent snake_case verb_noun pattern (e.g., delete_collection, index_codebase, list_collections). Even 'semantic_search' fits as an adjective-noun pair, maintaining uniformity.
With 5 tools, the server is well-scoped for its purpose of managing Qdrant collections and indexing/searching content. Each tool serves a clear, necessary role without bloat.
The tool surface covers key operations: listing, deleting, indexing (two types), and searching. However, it lacks a dedicated create_collection tool (indexing might auto-create, but not explicit) and no tool to remove individual indexed points, which is a minor gap.