Mismem vs MCP Server Qdrant

A side-by-side look at the Mismem and MCP Server Qdrant MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.

Mismem logoMismemDatabases · Local subprocess (stdio)Cooperative persistent memory for LLMs: episodes, memories and traits over SQLite (FTS5, Hebbian)44FairAuth: not declaredMCP Server Qdrant logoMCP Server QdrantDatabases · Local subprocess (stdio)An official Qdrant Model Context Protocol (MCP) server implementation79GreatAuth: api key required

Verdict: choose Mismem for databases work as a local process; choose MCP Server Qdrant for databases as a local process. You can also run both side by side in one mcpServers block.

Which MCP server should you choose?

Mismem logoChoose Mismem when

  • You need dedicated capabilities in the Databases domain.
  • You prefer a local stdio subprocess transport.
Explore Mismem

MCP Server Qdrant logoChoose MCP Server Qdrant when

  • You need dedicated capabilities in the Databases domain.
  • You prefer a local stdio subprocess transport.
  • Its auth model fits you: API key required.
  • You have the keys it needs: QDRANT_URL, QDRANT_API_KEY, QDRANT_LOCAL_PATH, COLLECTION_NAME, EMBEDDING_PROVIDER, EMBEDDING_MODEL, QDRANT_SEARCH_LIMIT, QDRANT_READ_ONLY.
  • You want tools like information, metadata, collection_name.
Explore MCP Server Qdrant

Feature & specification comparison

Rows where the two servers differ are marked.

SpecMismem logoMismemMCP Server Qdrant logoMCP Server Qdrant
CategoryDatabasesDatabases
Quality signal44/100 · Fair79/100 · Great
Install commandConfirmedConfirmed
TransportLocal subprocess (stdio)Local subprocess (stdio)
AuthNot declaredAPI key required
PricingNot declaredFree
Required env varsNone listedQDRANT_URLQDRANT_API_KEYQDRANT_LOCAL_PATHCOLLECTION_NAMEEMBEDDING_PROVIDEREMBEDDING_MODELQDRANT_SEARCH_LIMITQDRANT_READ_ONLY
Verified ownerCommunity listing Verified
GitHub stars31,553
Directory activity 0 views 0 installs 0 upvotes 7 views 0 installs 0 upvotes
ToolsNot listed4

Tools & capabilities

Mismem tools

No tool names declared yet. Check the project README from the listing page.

MCP Server Qdrant tools 4

  • information
  • metadata
  • collection_name
  • query

Ready-to-paste client configs

Paste either block (or both) into your client config, e.g. claude_desktop_config.json or ~/.cursor/mcp.json. We only show a config when the install command is confirmed.

Mismem

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "mismem": {
      "command": "npx",
      "args": [
        "-y",
        "@lucasmella/mismem"
      ]
    }
  }
}

MCP Server Qdrant

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "qdrant-mcp-server-qdrant": {
      "command": "uvx",
      "args": [
        "mcp-server-qdrant"
      ],
      "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

Mismem is categorized under Databases and uses a local stdio subprocess. MCP Server Qdrant belongs to Databases and uses a local stdio subprocess. Pick Mismem for databases work and MCP Server Qdrant for databases.

Copy the mcpServers block from the config section on this page into your client's config (for example claude_desktop_config.json or ~/.cursor/mcp.json), then fully restart the client.

Mismem has no declared pricing — check the project's own site. MCP Server Qdrant is listed as free. Auth: api key required. If a server needs environment variables such as API keys, define them under the env key in your client's MCP config.

Yes. MCP clients support multiple servers: add mismem and qdrant-mcp-server-qdrant as separate keys in the same mcpServers object, and your assistant will call tools from either one.

On AllMCPs, Mismem has a quality signal of 44/100 (Fair) with 0 views, 0 installs and 3 GitHub stars. MCP Server Qdrant has 79/100 (Great) with 7 views, 0 installs and 1,553 GitHub stars.