Memory Bridge MCP

Memory Bridge is a local-first, evidence-backed knowledge and memory layer for MCP. It provides an enterprise-grade internal document Q&A engine with features like sentence-level citation binding, retrieval traceId playback, document versioning, and namespace isolation. It supports hybrid retrieval using FTS5, Dense ANN, and cross-encoder reranking, ensuring answers are grounded in source documents with audit trails.

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

Community listingLocal stdioSource reviewed; not executedPublished by yanglinfeng

Vendor documentation

What you can do with it

Enterprise internal document Q&A
Policy and contract retrieval with citation
Long-term memory management for agents
Auditable knowledge base with version control

Source and maintenance

Community listingRegistry 1.0.1Apache-2.0

mcp-registry: io.github.yanglinfeng/mcp-memory-bridge@1.0.1 Source repository

Last repository push: Oct 16, 2026, 3:53 AM UTC
Latest release: v1.0.1
Maintenance checked: Nov 2, 2026, 5:20 PM UTC

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

ghcr.io/yanglinfeng/memory-bridge:1.0.1

ocidocker

ghcr.io/yanglinfeng/memory-bridge:1.0.1 package definition

{
  "transport": "stdio",
  "identifier": "ghcr.io/yanglinfeng/memory-bridge:1.0.1",
  "runtimeHint": "docker",
  "registryType": "oci",
  "runtimeArguments": [
    {
      "name": "-i",
      "type": "named",
      "isRequired": true,
      "description": "Keep stdin open. Required by the stdio transport."
    },
    {
      "name": "--rm",
      "type": "named",
      "description": "Remove the container when the session ends."
    },
    {
      "name": "-v",
      "type": "named",
      "value": "memory-bridge-data:/data",
      "isRequired": true,
      "description": "Persist the SQLite database and derived indexes. Without this volume every memory is lost when the container exits."
    }
  ],
  "environmentVariables": [
    {
      "name": "MEMORY_BRIDGE_USER_ID",
      "format": "string",
      "description": "Trusted local principal the stdio session acts as. The image defaults it to 'default'; the server refuses to start when both this and MEMORY_BRIDGE_MCP_TOKEN are absent."
    },
    {
      "name": "MEMORY_BRIDGE_MCP_TOKEN",
      "format": "string",
      "description": "Account credential used to resolve the startup principal. Alternative to MEMORY_BRIDGE_USER_ID."
    },
    {
      "name": "MEMORY_BRIDGE_OLLAMA_URL",
      "format": "string",
      "description": "Base URL of the Ollama runtime used for generation and embeddings. Inside a container this is usually http://host.docker.internal:11434."
    }
  ]
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

Nov 2, 2026, 5:21 PM UTC · repository · passed · metadata changed · updated
Nov 2, 2026, 5:20 PM UTC · backfill · recorded · Pre-expansion baseline; unobserved rich metadata remains unknown

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.

Cursor configuration

{
  "mcpServers": {
    "memory-bridge-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "MEMORY_BRIDGE_USER_ID=<YOUR_MEMORY_BRIDGE_USER_ID>",
        "-e",
        "MEMORY_BRIDGE_MCP_TOKEN=<YOUR_MEMORY_BRIDGE_MCP_TOKEN>",
        "-e",
        "MEMORY_BRIDGE_OLLAMA_URL=<YOUR_MEMORY_BRIDGE_OLLAMA_URL>",
        "ghcr.io/yanglinfeng/memory-bridge:1.0.1"
      ],
      "env": {
        "MEMORY_BRIDGE_USER_ID": "<YOUR_MEMORY_BRIDGE_USER_ID>",
        "MEMORY_BRIDGE_MCP_TOKEN": "<YOUR_MEMORY_BRIDGE_MCP_TOKEN>",
        "MEMORY_BRIDGE_OLLAMA_URL": "<YOUR_MEMORY_BRIDGE_OLLAMA_URL>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.

Cline configuration

{
  "mcpServers": {
    "memory-bridge-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "MEMORY_BRIDGE_USER_ID=<YOUR_MEMORY_BRIDGE_USER_ID>",
        "-e",
        "MEMORY_BRIDGE_MCP_TOKEN=<YOUR_MEMORY_BRIDGE_MCP_TOKEN>",
        "-e",
        "MEMORY_BRIDGE_OLLAMA_URL=<YOUR_MEMORY_BRIDGE_OLLAMA_URL>",
        "ghcr.io/yanglinfeng/memory-bridge:1.0.1"
      ],
      "env": {
        "MEMORY_BRIDGE_USER_ID": "<YOUR_MEMORY_BRIDGE_USER_ID>",
        "MEMORY_BRIDGE_MCP_TOKEN": "<YOUR_MEMORY_BRIDGE_MCP_TOKEN>",
        "MEMORY_BRIDGE_OLLAMA_URL": "<YOUR_MEMORY_BRIDGE_OLLAMA_URL>"
      }
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.

VS Code configuration

{
  "servers": {
    "memory-bridge-mcp": {
      "type": "stdio",
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "MEMORY_BRIDGE_USER_ID=<YOUR_MEMORY_BRIDGE_USER_ID>",
        "-e",
        "MEMORY_BRIDGE_MCP_TOKEN=<YOUR_MEMORY_BRIDGE_MCP_TOKEN>",
        "-e",
        "MEMORY_BRIDGE_OLLAMA_URL=<YOUR_MEMORY_BRIDGE_OLLAMA_URL>",
        "ghcr.io/yanglinfeng/memory-bridge:1.0.1"
      ],
      "env": {
        "MEMORY_BRIDGE_USER_ID": "<YOUR_MEMORY_BRIDGE_USER_ID>",
        "MEMORY_BRIDGE_MCP_TOKEN": "<YOUR_MEMORY_BRIDGE_MCP_TOKEN>",
        "MEMORY_BRIDGE_OLLAMA_URL": "<YOUR_MEMORY_BRIDGE_OLLAMA_URL>"
      }
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.

Claude Desktop configuration

{
  "mcpServers": {
    "memory-bridge-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "MEMORY_BRIDGE_USER_ID=<YOUR_MEMORY_BRIDGE_USER_ID>",
        "-e",
        "MEMORY_BRIDGE_MCP_TOKEN=<YOUR_MEMORY_BRIDGE_MCP_TOKEN>",
        "-e",
        "MEMORY_BRIDGE_OLLAMA_URL=<YOUR_MEMORY_BRIDGE_OLLAMA_URL>",
        "ghcr.io/yanglinfeng/memory-bridge:1.0.1"
      ],
      "env": {
        "MEMORY_BRIDGE_USER_ID": "<YOUR_MEMORY_BRIDGE_USER_ID>",
        "MEMORY_BRIDGE_MCP_TOKEN": "<YOUR_MEMORY_BRIDGE_MCP_TOKEN>",
        "MEMORY_BRIDGE_OLLAMA_URL": "<YOUR_MEMORY_BRIDGE_OLLAMA_URL>"
      }
    }
  }
}

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