vector-mcp
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| CHUNK_SIZE | Yes | The chunk size for document processing. | |
| VECTOR_URL | Yes | The URL of the vector database. | |
| VECTOR_API_KEY | Yes | The API key for the vector database. | |
| EMBEDDING_MODEL_ID | Yes | The embedding model ID. |
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": true
} |
| logging | {} |
| prompts | {
"listChanged": true
} |
| resources | {
"subscribe": false,
"listChanged": true
} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| vector_create_collectionC | Create collection (vector_collection_management). Manage collection management operations. |
| vector_add_documentsC | Add documents (vector_collection_management). Manage collection management operations. |
| vector_delete_collectionC | Delete collection (vector_collection_management). Manage collection management operations. |
| vector_list_collectionsC | List collections (vector_collection_management). Manage collection management operations. |
| vector_semantic_searchC | Semantic search (vector_search). Manage search operations. |
| vector_lexical_searchC | Lexical search (vector_search). Manage search operations. |
| vector_searchC | Search (vector_search). Manage search operations. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
| connector-status | Ask for this connector server's current operational status. |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
| _connector_status_resource | Native resource exposing this server's static status payload. |
TDQS
Scored across 7 tools
The collection-management tools are mostly distinct, but the search tools overlap: vector_semantic_search and vector_lexical_search are clear, while vector_search is a generic search operation whose relationship to the other two is unclear. This could cause an agent to choose the generic search when a semantic or lexical search is required.
All tools use a consistent vector_ snake_case prefix, and most follow a readable verb/object pattern. The main minor deviation is vector_search, which is less descriptive than the modifier_search pattern used by the other search tools.
Seven tools is well within the appropriate range for a focused vector database server. The set covers collection lifecycle and search operations without excessive or redundant tooling.
The server covers collection creation, deletion, listing, document addition, and multiple search modes. However, document lifecycle is notably incomplete: there is no tool to update, delete, list, or get documents, and collection inspection/update operations are also missing.