"Methods to Store and Learn Dynamic Context Memories" matching MCP servers:

• methods-mcp

  webwebb56

  A

  license

  -

  quality

  C

  maintenance

  Provides MCP tool adapters for Bioconductor methods like limma, DESeq2, and fgsea, enabling statistical analysis of omics data through containerized R execution. It serves as a bridge between MCP clients and bioinformatics tools for reproducible research workflows.

  Last updated 2026-04-18

  Apache 2.0

• Dynamic Mockups

  Dynamic-Mockups

  A

  license

  A

  quality

  C

  maintenance

  Enables AI assistants to generate product mockups by integrating with the Dynamic Mockups API. Supports browsing mockup catalogs, creating single or batch renders with design assets, and managing PSD templates.

  Last updated 2026-05-19

  13

  188

  MIT

• dynamic-mcp

  mcpland

  A

  license

  B

  quality

  A

  maintenance

  Dynamic MCP server for Node.js enabling runtime tool creation, management, and execution in isolated sandboxes (Docker or Node).

  Last updated 2026-03-08

  8

  30

  1

  MIT

• Memories Wrapped

  niyabits

  A

  license

  -

  quality

  C

  maintenance

  Creates a summary of photos from Apple Photos, generating a personalized year-in-review wrapped experience based on your photo library.

  Last updated 2025-12-07

  MIT

• mcp-server-scikit-learn

  shibuiwilliam

  A

  license

  -

  quality

  C

  maintenance

  Provides a standardized interface for interacting with Scikit-learn models and datasets, enabling training, evaluation, and model management through natural language.

  Last updated 2025-03-20

  15

  MIT

• Store Screenshot Generator MCP

  k984530

  F

  license

  A

  quality

  C

  maintenance

  Generates beautiful App Store and Play Store screenshots by inserting app images into iPhone/iPad mockup frames with customizable text overlays and gradient backgrounds. Supports multiple device types and batch generation with both free and pro subscription tiers.

  Last updated 2026-03-28

  8

• Dynamic Reincarnation Story

  alicenjr

  F

  license

  C

  quality

  C

  maintenance

  Enables interactive reincarnation storytelling where users choose their path after death, becoming characters like a vengeful spirit, Bilbo Baggins, or Monkey D. Luffy. Features dynamic narrative generation with personalized story paths based on user choices and soul-searching questions.

  Last updated 2025-10-11

  8

• Store Scraper MCP

  MiguelAlvRed

  F

  license

  C

  quality

  C

  maintenance

  Enables querying and retrieving data from App Store and Google Play Store, including app details, reviews, ratings, rankings, permissions, and search capabilities across both iOS and Android platforms.

  Last updated 2025-12-14

  20

• wisdom-store

  InfiniQuest-App

  A

  license

  -

  quality

  C

  maintenance

  Provides AI coding assistants with persistent memory, AST-based project indexing, and tools for live context management and hallucination detection. It enables saving lessons to local files, trimming conversation history, and verifying code symbols to prevent errors.

  Last updated 2026-05-18

  14

  MIT

• Dynamic MCP Server

  PortlandKyGuy

  A

  license

  -

  quality

  D

  maintenance

  Creates custom MCP servers from JSON configuration files that can execute AI-powered tools by dynamically invoking Claude, Codex, or Gemini CLIs with configurable prompts and inputs.

  Last updated 2026-02-19

  9

  1

  MIT

• Prompt Store MCP

  mhoshdev

  A

  license

  -

  quality

  C

  maintenance

  A local-only MCP server that uses SQLite to store, search, and manage a personal library of AI prompts. It enables developers to organize and reuse prompts across multiple AI clients like Claude and Cursor while keeping all data on their local machine.

  Last updated 2026-02-20

  8

  1

  MIT

• mcp-store-scraper

  LucasMonteiro1

  A

  license

  -

  quality

  C

  maintenance

  MCP server that scrapes app data from Google Play and Apple App Store, providing tools for search, details, reviews, and similar apps.

  Last updated 2026-04-21

  26

  MIT

• copilot-memory-store

  Tokio17

  A

  license

  -

  quality

  C

  maintenance

  Enables AI tools like GitHub Copilot to manage and persist context using a local JSON-based memory store. Provides CLI, MCP server, and VS Code integration for storing, retrieving, and managing context entries.

  Last updated 2026-05-30

  1

• Dynamic MCP Server

  scitara-cto

  A

  license

  -

  quality

  D

  maintenance

  A flexible, extensible framework for building MCP servers with API key authentication, user management, and dynamic tool sharing.

  Last updated 2025-07-16

  9

  11

  MIT

• Context

  neuledge

  A

  license

  -

  quality

  D

  maintenance

  Local-first documentation for AI agents

  Last updated 2026-05-24

  420

  251

  Apache 2.0

• MCP Dynamic Tools

  Positronic-AI

  A

  license

  -

  quality

  C

  maintenance

  A dynamic MCP server that automatically discovers Python files in a directory and exposes them as tools to any MCP-compatible AI client, allowing users to easily create and deploy custom AI tools.

  Last updated 2025-06-11

  MIT

• dynamic-shell-server

  codelion

  -

  license

  -

  quality

  -

  maintenance

  A Model Context Protocol (MCP) server that enables secure execution of shell commands with a dynamic approval system, audit logging, and command revocation.

  Last updated 2025-02-27

  41

• Context Mode

  mksglu

  A

  license

  A

  quality

  A

  maintenance

  An MCP server that preserves LLM context by intercepting large data outputs and returning only concise summaries or relevant sections. It enables efficient sandboxed code execution, file processing, and documentation indexing across multiple programming languages and authenticated CLIs.

  Last updated 2026-05-30

  11

  31,911

  16,007

  Elastic 2.0

• play-store-mcp

  lusky3

  A

  license

  A

  quality

  C

  maintenance

  An MCP server that connects to the Google Play Developer API to deploy apps, manage releases, respond to reviews, and monitor app health through an AI assistant.

  Last updated 2026-05-13

  27

  5

  MIT

• context-mcp

  vibhasdutta

  A

  license

  A

  quality

  C

  maintenance

  Provides persistent memory and a codebase knowledge graph for AI coding assistants, enabling shared context across multiple tools like Claude, Cursor, and ChatGPT, with significant token reduction.

  Last updated 2026-05-25

  5

  357

  MIT