Mindcore MCP Server

Long-term memory system for AI agents with semantic search, context management, and multi-format storage.

Remote serverstreamable-httpPython

What is the Mindcore MCP Server?

Long-term memory system for AI agents with semantic search, context management, and multi-format storage.

What it actually does

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

Recorded tools

Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.

ToolWhat it does
memory_storePersist a memory (auto-BND evaluated)
memory_recallSearch memories (BM25+FAISS hybrid)
memory_contextBuild LLM context window
memory_update_confidenceAdjust memory confidence
memory_deleteRemove a memory
memory_statsSystem statistics
bnd_check4D boundary evaluation (TRJ/EVO/COG/BALANCE + Anti-Chain)
bnd_statsBND manager stats: acceptance rate, scores, anti-chain triggers
deduceCognitive deduction: pattern extraction from high-quality memories

How to install the Mindcore MCP Server

{
  "mcpServers": {
    "mindcore-memory": {
      "command": "python",
      "args": [
        "-m",
        "mindcore_memory.server"
      ],
      "env": {
        "MINDCORE_MEMORY_PATH": "~/.mindcore/memory"
      }
    }
  }
}

From the project documentation. Replace placeholders and example paths before connecting.

Configuration

VariableDescriptionRequired
MINDCORE_MEMORY_PATHDeclared in the maintainer’s client configuration.Check documentation

Example prompts to try

  • “Use Mindcore to memory store.”
  • “Use Mindcore to memory recall.”
  • “Use Mindcore to memory context.”

Frequently asked questions

Long-term memory system for AI agents with semantic search, context management, and multi-format storage. Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.