Memory Bridge (忆桥) MCP Server

by yanglinfengio.github.yanglinfeng/mcp-memory-bridgev1.0.1

Evidence-cited knowledge base for internal documents: audit trail, versioning, namespace isolation.

0Dockerstdioofficial registry

context tax

pending

security

100/100

cold start

pending

freshness

Active3d ago

Our reading of Memory Bridge (忆桥), from the data

Memory Bridge (忆桥) is a notes & knowledge MCP server from yanglinfeng, listed in the official MCP Registry.

We haven't measured its tool list yet, so its token cost is unknown.

Maintenance is active: the last public signal was 3 days ago (2026-10-16). For comparison, 71% of notes & knowledge servers are active or maintained.

With 0 GitHub stars it ranks #605 of 1,114 notes & knowledge servers we index.

It runs locally on your machine over stdio and needs one secret (MEMORY_BRIDGE_MCP_TOKEN); use a scoped, least-privilege key.

Install Memory Bridge (忆桥) MCP server

claude mcp add memory-bridge -e MEMORY_BRIDGE_MCP_TOKEN='<memory-bridge-mcp-token>' -- docker run -i --rm -e MEMORY_BRIDGE_MCP_TOKEN ghcr.io/yanglinfeng/memory-bridge:1.0.1

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

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (project).

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

Settings → Developer → Edit Config (claude_desktop_config.json), then restart.

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

Add to .vscode/mcp.json in your workspace.

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

Add to ~/.codeium/windsurf/mcp_config.json.

Configuration

Variable	Required	Secret	Description
MEMORY_BRIDGE_USER_ID	—	—	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.
MEMORY_BRIDGE_MCP_TOKEN	—	yes	Account credential used to resolve the startup principal. Alternative to MEMORY_BRIDGE_USER_ID.
MEMORY_BRIDGE_OLLAMA_URL	—	—	Base URL of the Ollama runtime used for generation and embeddings. Inside a container this is usually http://host.docker.internal:11434.

Security signals

100/100 — no known issues found as of 2026-10-19, from the checks below. This is not a guarantee of safety; review what a server can do before connecting it.

Deductions

No findings from the checks that ran.

Checks

✓Repository hygiene (archived, activity, license, security policy)
○Package metadata (install scripts, provenance) — pending
○Tool descriptions (prompt-injection and hidden-text heuristics) — pending
○Source scan (secrets, CVEs, risky code) by vectra-guard — pending

Scan it yourself before installing with vectra-guard, the open-source agent security CLI. Scoring rules

Freshness

Active — last maintenance signal 3d ago. The newest of the signals below sets the band.

Last commit (default branch)
2026-10-15 · 3d ago · GitHub
Latest release
2026-10-16 · 3d ago · GitHub · v1.0.1
Package published
no data · npm/PyPI
Registry entry updated
2026-10-16 · 3d ago · official registry · v1.0.1

How it compares in Notes & Knowledge

Against the most-starred notes & knowledge servers we index. Token cost is per model turn, measured from each server's live tool list.

Server	Stars	Tools	Tokens / turn	Freshness	Runs
Memory Bridge (忆桥) (this)	0	—	not measured	Active	local
Memory	91,356	—	not measured	Active	local
Context7	63,264	2	1,188	Active	local + hosted
Hindsight	51,304	—	not measured	Active	—
Cognee	32,506	—	not measured	Active	—
Docs	28,892	—	not measured	Active	local

All notes & knowledge MCP servers

FAQ

›How do I install the Memory Bridge (忆桥) MCP server in Claude Code?

Run: claude mcp add memory-bridge -e MEMORY_BRIDGE_MCP_TOKEN='<memory-bridge-mcp-token>' -- docker run -i --rm -e MEMORY_BRIDGE_MCP_TOKEN ghcr.io/yanglinfeng/memory-bridge:1.0.1. For Cursor, VS Code, Claude Desktop and Windsurf, use the install tabs above.

›Does Memory Bridge (忆桥) require an API key?

Yes. It expects MEMORY_BRIDGE_MCP_TOKEN, of which 1 is a secret.

›Can I use Memory Bridge (忆桥) as a remote (hosted) MCP server?

No hosted endpoint is published; it runs locally over stdio.

›Is Memory Bridge (忆桥) in the official MCP registry?

Yes, as io.github.yanglinfeng/mcp-memory-bridge.

Sources and method

Official MCP Registry entry: updated 2026-10-16
GitHub repository: fetched 2026-10-19
Package registry (npm / PyPI): listed
Security signals, computed by us: 2026-10-19
Last checked against all sources: 2026-10-19

The description, packages and links come from the maintainer's own published metadata. Token cost, security signals, freshness and the reading above are MCPSkillHub's own measurements; see the methodology. Spot an error? Request a correction or claim the listing.

License: Apache-2.0
Last commit: 2026-10-15
oci: ghcr.io/yanglinfeng/memory-bridge:1.0.1
Indexed from: registry

Repository

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