mem0_mcp_private
MCP ServerFreeSave, search, and manage long-term memories across users and apps. Quickly recall facts, preferences, and past conversations with semantic search and structured filters. Update or delete specific entries, or bulk-clear a scope to keep context accurate and tidy.
Capabilities3 decomposed
semantic search for long-term memories
Medium confidenceThis capability utilizes a semantic search engine to quickly retrieve relevant memories based on user queries. It employs vector embeddings to represent memories in a high-dimensional space, allowing for efficient similarity searches. The system can filter results using structured parameters, ensuring users find the most pertinent information quickly and accurately.
Integrates a custom-built vector embedding model tailored for user memory contexts, enhancing retrieval accuracy over generic models.
More efficient than traditional keyword-based searches as it understands context, reducing irrelevant results.
update and delete memory entries
Medium confidenceThis capability allows users to modify or remove specific memory entries through a structured API. It uses a unique identifier for each memory, enabling precise updates without affecting other stored data. The system also supports bulk operations for clearing memory scopes, ensuring users can maintain a tidy and relevant context.
Employs a transactional approach to memory updates, ensuring data integrity and rollback capabilities in case of errors.
Offers more granular control over memory management compared to alternatives that only support batch updates.
bulk-clear memory scope
Medium confidenceThis capability enables users to clear entire scopes of memory in bulk, which is particularly useful for managing context over time. It leverages a tagging system to identify related memories, allowing for efficient deletion without manual selection. This operation is designed to be quick and minimizes the risk of accidental deletions by requiring confirmation.
Utilizes a tagging system that allows for context-aware bulk deletion, reducing the risk of losing important data.
More efficient than manual deletion methods, saving time for users managing extensive memory databases.
Capabilities are decomposed by AI analysis. Each maps to specific user intents and improves with match feedback.
Related Artifactssharing capabilities
Artifacts that share capabilities with mem0_mcp_private, ranked by overlap. Discovered automatically through the match graph.
Memory Box MCP Server
Save, search, and format memories with semantic understanding. Enhance your memory management by leveraging advanced semantic search capabilities directly from Cline. Organize and retrieve your memories efficiently with structured formatting and detailed context.
Mem0
Persistent memory layer for AI agents.
@membank/core
Core library for membank — handles storage, embeddings, deduplication, and semantic search.
mem0
Universal memory layer for AI Agents
@kuindji/memory-domain
Domain-driven memory engine with graph storage, embeddings, and semantic search
mem0ai
Long-term memory for AI Agents
Best For
- ✓teams managing user interactions and preferences across multiple applications
- ✓developers needing to maintain accurate and relevant user memory data
- ✓teams needing to manage large volumes of user data efficiently
Known Limitations
- ⚠Requires a well-defined embedding model for effective semantic search, which may not be pre-configured.
- ⚠Bulk operations may require additional validation to prevent accidental data loss.
- ⚠Requires careful tagging of memories to ensure accurate bulk deletion.
Requirements
Input / Output
UnfragileRank
UnfragileRank is computed from adoption signals, documentation quality, ecosystem connectivity, match graph feedback, and freshness. No artifact can pay for a higher rank.
Repository Details
About
Save, search, and manage long-term memories across users and apps. Quickly recall facts, preferences, and past conversations with semantic search and structured filters. Update or delete specific entries, or bulk-clear a scope to keep context accurate and tidy.
Categories
Alternatives to mem0_mcp_private
Search the Supabase docs for up-to-date guidance and troubleshoot errors quickly. Manage organizations, projects, databases, and Edge Functions, including migrations, SQL, logs, advisors, keys, and type generation, in one flow. Create and manage development branches to iterate safely, confirm costs
Compare →AI-optimized web search and content extraction via Tavily MCP.
Compare →Scrape websites and extract structured data via Firecrawl MCP.
Compare →Are you the builder of mem0_mcp_private?
Claim this artifact to get a verified badge, access match analytics, see which intents users search for, and manage your listing.
Get the weekly brief
New tools, rising stars, and what's actually worth your time. No spam.
Data Sources
Looking for something else?
Search →