Builderforce Memory MCP Server

A framework for giving any AI agent persistent, browser-trainable SSM memory. It is provider-neutral - swappable LLM bridges (Anthropic / OpenAI / Fetch), an inference router, online distillation, and a persistent memory store - so any agent or app can depend on it, not just BuilderForce. It runs locally over stdio via the published package.

People connecting browser automation tools to Claude, Cursor, VS Code, or another MCP client. The project is written in TypeScript.

VERIFIED ACTIVE

LAST COMMIT 2026-09-30 · ★ 2 · #120 OF 290 MAINTAINED BROWSER AUTOMATION · VERIFIED 2026-09-30

TypeScript servers · how we verify → /methodology

01 · Install Builderforce Memory

before you install - you'll need

The README does not document required environment variables for a basic install.

Claude Code

claude mcp add seanhogg-builderforce-memory -- npx -y @seanhogg/builderforce-memory-mcp

Claude Desktop / Cursor / VS Code - add to config

{
  "mcpServers": {
    "seanhogg-builderforce-memory": {
      "command": "npx",
      "args": [
        "-y",
        "@seanhogg/builderforce-memory-mcp"
      ]
    }
  }
}

Same JSON for Cursor. For VS Code, rename the top-level key from `mcpServers` to `servers`.

Using another client? Same JSON, different key

Claude Desktop · mcpServers

Cursor · mcpServers

VS Code · servers

Windsurf · mcpServers

Zed · context_servers

Cline · mcpServers

Roo Code · mcpServers

Continue · mcpServers

LibreChat · mcpServers

Gemini CLI · mcpServers

Codex CLI · mcp_servers

Full setup guides: every client.

02 · Evidence

Security posture

What to check before giving this server access to your agent - from the registry, GitHub, and our own probes. We don't score safety; we show what's verifiable.

runs as local process (stdio) - runs on your machine with your user's permissions

license no standard license detected - usage rights unclear; check the repo before commercial use

npm package @seanhogg/builderforce-memory-mcp - published under the repo owner's npm scope (@seanhogg)

registry namespace io.github.SeanHogg is GitHub-verified and matches the repo owner

03 · What Builderforce Memory can do

Prose above is summarized from the project's README and registry record - no invented capabilities.

Latest releases

v2026.6.31 · 2026-06-28

BPETokenizer.train. Memory: generic Create-an-LLM diagnostics (dataset-quality, convergence, generate-check, roundtrip). MCP: self-driving Claude Code combo - installClaudeCombo wires UserPromptSubmit --recall…

v2026.3.21 · 2026-03-22

04 · Who maintains Builderforce Memory

Builderforce Memory is maintained by seanhogg. We track 2 MCP servers from seanhogg - 2 actively maintained, 7 combined GitHub stars, oldest repo from Mar 2026. Full record: all servers from seanhogg.

  1. Builderforce Run tickets, boards, OKRs and cloud coding agents in your Builderforce workspace ★ 5

05 · Facts

category
browser automation - ranked #120 of 290 actively-maintained browser automation servers as of 2026-09-30.
registry
io.github.SeanHogg/builderforce-memory (active, first published 2026-09-27 · 5 versions)
packages
npm:@seanhogg/builderforce-memory-mcp

06 · Builderforce Memory FAQ

What is Builderforce Memory?

A framework for giving any AI agent persistent, browser-trainable SSM memory. It is provider-neutral - swappable LLM bridges (Anthropic / OpenAI / Fetch), an inference router, online distillation, and a persistent memory store - so any agent or app can depend on it, not just BuilderForce. It runs locally over stdio via the published package.

Is Builderforce Memory still maintained?

Yes - as of 2026-09-30, its last commit was 2026-09-30. We re-verify nightly.

How do I install Builderforce Memory?

Run `npx -y @seanhogg/builderforce-memory-mcp`. The README does not document required environment variables for a basic install. You can also paste the ready-made client config above.

Does Builderforce Memory run locally?

Yes - it's a stdio server: it runs on your machine (via npx) with your user's permissions. Your data stays local unless the server itself calls external APIs.

07 · Alternatives to Builderforce Memory

More browser automation MCP servers · Glovebox MCP · Periscope MCP · Sendblue Browser MCP · Universal Screenshot MCP

More TypeScript MCP servers · Builderforce · Seatable · Seaworthy Io MCP Server · Clude · Rewelo · see all