Skip to main content
Glama

Awesome MCP Servers

Production-ready MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services.

12,335 servers. Last updated 2025-12-09 14:17

Matching MCP tools:

Matching MCP servers:

  • -
    security
    -
    license
    -
    quality
    dfadf
  • -
    security
    -
    license
    -
    quality
    A long-term memory storage system for LLMs that helps them remember context across multiple sessions using semantic search with embeddings to provide relevant historical information from past interactions and development decisions.
  • -
    security
    F
    license
    -
    quality
    Implements long-term memory capabilities for AI assistants using PostgreSQL with pgvector for efficient vector similarity search, enabling semantic retrieval of stored information.
    Last updated 9 months ago
    11
    50
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    Provides persistent memory functionality for AI conversations by creating, managing and querying entities and relationships in a knowledge graph. Features SQLite storage, advanced search capabilities, and Windows auto-start integration for long-term AI memory retention.
    Last updated 2 months ago
    16
    MIT License
  • A
    security
    A
    license
    A
    quality
    Enables agents to maintain persistent memory through three-tiered architecture: short-term session context with TTL, long-term user profiles and preferences, and searchable episodic event history with sentiment analysis. Provides comprehensive memory management for personalized AI interactions.
    Last updated 21 days ago
    7
    MIT License
  • A
    security
    A
    license
    A
    quality
    Provides dynamic short-term and long-term memory management with keyword-based relevance scoring, time-decay models, and trigger-based recall. Optimized for Chinese language support with jieba segmentation.
    Last updated 21 days ago
    12
    BSD 3-Clause
    • Apple

Interested in MCP?

Join the MCP community for support and updates.

RedditDiscord