What is the key difference between Srclight and MCP Server Qdrant?

Srclight belongs to the Databases category with local stdio execution, while MCP Server Qdrant belongs to the Databases category with local stdio execution.

How do I install Srclight or MCP Server Qdrant in Claude Desktop or Cursor?

Copy the mcpServers JSON configuration snippet provided on this page into your claude_desktop_config.json or ~/.cursor/mcp.json file and restart your AI client.

Are Srclight and MCP Server Qdrant free or paid?

Srclight operates under a Free / Open Source model (No auth required). MCP Server Qdrant operates under a Free / Open Source model (API Key required).

Which MCP server has more tools and community activity?

Srclight lists 6 tools with 1 views and 56 GitHub stars. MCP Server Qdrant lists 4 tools with 3 views and 1,526 GitHub stars.

Can I use both Srclight and MCP Server Qdrant together in the same MCP host?

Yes! MCP hosts like Claude Desktop, Cursor, Windsurf, Cline, and VS Code support configuring multiple servers under the mcpServers object simultaneously.

Side-by-Side Model Context Protocol Comparison

Srclight vs MCP Server Qdrant

In-depth architectural comparison of the Srclight and MCP Server Qdrant MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

At a Glance & Executive Verdict

Srclight

Databases · Local stdio

Quality: 52/100 (Good) | Auth: No auth required

MCP Server Qdrant

Databases · Local stdio

Quality: 82/100 (Excellent) | Auth: API Key required

Verdict Summary: Choose Srclight if you need specialized Databases tools running via a local process. Choose MCP Server Qdrant if your workspace requires Databases integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Srclight when:

You need dedicated capabilities in the Databases domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
Primary tools included: Incremental indexing with SQLite FTS5 and tree-sitter, Hybrid search combining keyword and embedding results, Support for 11 programming languages and 10 document formats.

Explore Srclight Details

Choose MCP Server Qdrant when:

You need dedicated capabilities in the Databases domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: API Key required (Free / Open Source).
You have access to required keys: QDRANT_URL, QDRANT_API_KEY, QDRANT_LOCAL_PATH, COLLECTION_NAME, EMBEDDING_PROVIDER, EMBEDDING_MODEL, QDRANT_SEARCH_LIMIT, QDRANT_READ_ONLY.
Primary tools included: .

Feature & Specification Comparison

Specification	Srclight srclight Databases	MCP Server Qdrant qdrant VerifiedDatabases
Summary	Deep code indexing MCP server with SQLite FTS5, tree-sitter, and embeddings. 29 tools for symbol search, call graphs, git intelligence, and hybrid semantic search.	An official Qdrant Model Context Protocol (MCP) server implementation
Category & Scope

Tools & Capabilities Breakdown

Srclight Tools (6)

Incremental indexing with SQLite FTS5 and tree-sitter

Hybrid search combining keyword and embedding results

Support for 11 programming languages and 10 document formats

Offline operation with no external API calls required

Embedding-based semantic search using local or API models

Multi-repo workspace indexing and search

MCP Server Qdrant Tools (4)

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

Srclight Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "srclight-srclight": {
      "command": "uvx",
      "args": [
        "srclight"
      ]
    }
  }
}

MCP Server Qdrant Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "qdrant-mcp-server-qdrant": {
      "command": "uvx",
      "args": [
        "When"
      ],
      "env": {
        "QDRANT_URL": "YOUR_QDRANT_URL_HERE",
        "QDRANT_API_KEY": "YOUR_QDRANT_API_KEY_HERE",
        "QDRANT_LOCAL_PATH": "YOUR_QDRANT_LOCAL_PATH_HERE",
        "COLLECTION_NAME": "YOUR_COLLECTION_NAME_HERE",
        "EMBEDDING_PROVIDER": "YOUR_EMBEDDING_PROVIDER_HERE",
        "EMBEDDING_MODEL": "YOUR_EMBEDDING_MODEL_HERE",
        "QDRANT_SEARCH_LIMIT": "YOUR_QDRANT_SEARCH_LIMIT_HERE",
        "QDRANT_READ_ONLY": "YOUR_QDRANT_READ_ONLY_HERE"
      }
    }
  }
}

Frequently Asked Questions

Srclight is categorized under Databases and uses a local stdio subprocess. In contrast, MCP Server Qdrant belongs to Databases using local stdio subprocess. Select Srclight when you need capabilities focused on databases and MCP Server Qdrant when you require tools for databases.

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