mcp-semantic-search
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| QDRANT_URL | Yes | URL of the Qdrant vector database (default: http://localhost:6333) | |
| GEMINI_API_KEY | Yes | Google Gemini API key | |
| CHUNK_MAX_LINES | No | Maximum lines per chunk (default: 50) | |
| CHUNK_MIN_LINES | No | Minimum lines for valid chunk (default: 5) | |
| CHUNK_OVERLAP_LINES | No | Overlap between chunks (default: 10) | |
| GEMINI_EMBEDDING_MODEL | No | Embedding model (default: text-embedding-004) |
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": false
} |
| resources | {
"subscribe": false,
"listChanged": false
} |
| extensions | {
"io.modelcontextprotocol/ui": {}
} |
| experimental | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| index_codebaseA | Index the codebase for semantic search. This operation adds files to the indexing queue immediately (no debounce). Use get_status() to track progress. |
| search_codeB | Search the codebase using natural language. |
| get_statusA | Get the current index status and queue progress. Returns: Dict with collection info, statistics, and real-time queue status. |
| clear_indexA | Clear the entire index. Use this to start fresh or recover from errors. Returns: Dict with confirmation status. |
| search_fileB | Search within a specific file. |
| start_live_watchA | Start live file watching for automatic reindexing. When enabled, the server will automatically detect file changes and add them to the indexing queue with debouncing. |
| stop_live_watchA | Stop the live file watcher. Returns: Dict with status. |
| get_live_watch_statusB | Get the status of the live file watcher. Returns: Dict with current state. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
| get_status_resource | Resource for getting index status. |
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