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MCP Memory Server alternatives

4 mutual alternatives and 2 other related tools for MCP Memory Server, ordered by editorial similarity. See all tools on the alternatives hub.

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Mutual alternatives (both tools list each other)

Qdrant MCP Server

MCP Servers · FastEmbed (default: sentence-transformers/all-MiniLM-L6-v2); pairs with any MCP-capable LLM such as Claude 3.5/4, GPT-4o, or local models

Official Qdrant MCP server that acts as a semantic memory layer for keeping and retrieving memories in the Qdrant vector search engine.

FreeKeeping and retrieving memories in a vector search engine.Semantic code snippet search in Cursor and Windsurf.

Chroma MCP

Official MCP server that gives LLM clients direct access to the Chroma vector database.

Free· Open source (Apache 2.0). Free to run locally or self-hosted; embedding-function API keys (OpenAI, Cohere, Jina, VoyageAI, Roboflow) billed by those providers. Chroma Cloud pricing set separately by Chroma.Long-term memory for Claude DesktopTeam knowledge base shared across agents

SQLite MCP Server

Reference MCP server for querying and analyzing SQLite databases through Claude and other MCP clients.

Free· Free / open source (MIT). No usage fees; runs locally against a SQLite file you control.Ad-hoc SQL exploration of a local SQLite database from Claude DesktopPrototyping agentic business-intelligence workflows

Obsidian MCP

A local Model Context Protocol server that lets MCP-compatible assistants safely read and modify explicitly configured Obsidian vaults.

Free· Free and open-source (MIT). No paid tiers; users only pay for their own Obsidian license if they choose Commercial/Sync/Publish add-ons.Reading notes and retrieving their SHA-256 etagsCreating new notes atomically without overwriting existing content

Also related

MCP Memory Server lists these as alternatives, but they do not list MCP Memory Server back.

MCP Filesystem Server

Reference MCP server that gives Claude, Cursor, and other MCP clients scoped read/write access to your local filesystem.

Free· Free and open source (MIT). Self-hosted; no vendor cost.Give Claude Desktop scoped access to a code repoLet Cursor or VS Code agents edit project files via MCP

MCP Python SDK

Official Python SDK for building Model Context Protocol servers and clients.

Free· Free, MIT-licensed open source.Building MCP servers that expose tools, resources, and promptsBuilding MCP clients that connect to servers