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116,605 servers. Updated
20 Best Memory MCP Servers: compared and ranked, November 2026Ranked from 5,297 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
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    A secure JavaScript REPL server that enables executing code snippets in a sandboxed environment with memory protection, timeout handling, and comprehensive error reporting.
    1
    68 npm
    120
    MIT
  • A
    license
    B
    quality
    F
    maintenance
    MCP server for reverse engineering that enables interaction with IDA Pro for analysis tasks such as decompilation, disassembly, and memory engagement reports.
    24
    46
    MIT
  • A
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    D
    maintenance
    This MCP server integrates AI assistants with Cheat Engine on Windows, providing tools for process management, memory read/write, pointer resolution, AOB scanning, speedhacking, and Lua scripting via a local TCP connection.
    1
    GPL 3.0
  • A
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    A
    maintenance
    Enables AI agents to perform low-level Windows process memory research, including process attachment, memory scanning, reading/writing, pointer chasing, remote code execution, and inline hooking via MCP tools and Lua scripting.
    4
    MIT
  • A
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    Enables AI to directly control Cheat Engine for process attachment, memory scanning, reading/writing, address list management, speed hack, Lua/Auto Assembler execution, and CT file management via the MCP protocol.
    5
    MIT
  • A
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    Not graded
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    F
    maintenance
    Enables WebGPT to delegate durable coding-project tasks to a local Luna worker over MCP, managing sessions, tools, permissions, memory, and recovery while preserving at-most-once execution.
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    MCP server for Cheat Engine 7.6 that enables AI agents to perform memory scanning, reading/writing, process manipulation, debugging, and code injection via a Lua named pipe bridge.
    4
    GPL 3.0
  • A
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    Not graded
    quality
    D
    maintenance
    CCR gives MCP-capable AI agents persistent project memory, strategy playbooks, and a sandboxed Python REPL.
    Apache 2.0
  • A
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    maintenance
    Enables AI agents to run arbitrary Python scripts on Modal's serverless infrastructure with on-demand CPU, memory, and GPU resources, providing scalable compute without maintaining always-on servers.
    MIT
  • A
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    D
    maintenance
    Enables Claude Code to build, flash, and communicate with STM32 hardware over SWD and serial, including multi-board management, live memory monitoring, and hardware sequences.
    25
    MIT
  • F
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    maintenance
    Connects LLMs like Claude Desktop with Volatility3 forensics framework, enabling users to analyze memory dumps, detect malware, and perform memory forensics tasks through natural language conversation.
    20
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  • F
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    C
    maintenance
    Connects the x32dbg debugger to Claude AI through the Model Context Protocol, enabling natural language control of 48+ debugging operations such as breakpoints, memory analysis, and reverse engineering automation.
    12
    -
  • A
    license
    A
    quality
    C
    maintenance
    Enables an LLM to orchestrate multiple downstream MCP tools inside one isolated sandbox in a single turn, filtering intermediate results in memory and returning only the final output to cut context tokens.
    2
    MIT
  • A
    license
    A
    quality
    F
    maintenance
    Sandboxed bash execution MCP server for AI agents, using an in-memory virtual filesystem overlay to prevent real filesystem damage, with configurable network access, timeouts, and optional Python/JS runtimes.
    9
    51 npm
    Apache 2.0
  • A
    license
    A
    quality
    D
    maintenance
    A general-purpose MCP server providing web search, persistent memory storage, and secure code execution capabilities. It enables AI agents to search the web, store and retrieve data, and run Python/JavaScript code in sandboxed environments.
    8
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables any MCP client to debug programs through the Debug Adapter Protocol, supporting launch/attach, breakpoints, stepping, variable inspection, evaluation, and memory operations via a single debug tool.
    1
    13 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    A locally-running Python REPL server that integrates with Claude Desktop through the Model Context Protocol, offering shell bridge, streaming, and operational memory features for secure code experimentation and system automation.
    23
    4
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Gives coding agents in-memory access to the language's specifications, diagnostic and fault catalogue, verified code recipes, and university curriculum, plus toolchain tools to check, evaluate, and test source when a local binary is installed.
    8
    Apache 2.0
  • F
    license
    A
    quality
    D
    maintenance
    Enables AI agents to debug embedded systems by providing a comprehensive interface for GDB operations across multiple architectures like ARM and x86. It supports remote debugging via gdbserver or QEMU, allowing for detailed inspection of memory, registers, stack frames, and variables.
    31
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  • A
    license
    A
    quality
    C
    maintenance
    Enables AI agents to access pay-per-call web unlocking, structured extraction, clean scraping, Python sandbox execution, persistent key-value memory, and clearinghouse task bounties, with settlement via Bitcoin Lightning L402 or Base/Solana USDC x402.
    6
    38 npm
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Enables AI agents to code and debug Commodore PET software using the VICE emulator, with CLI and MCP tools for session control, screen reading, memory manipulation, and testing.
    44
    1
    MIT