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.
05 · Facts
- repository
- github.com/seanhogg/builderforce-memory
- website
- https://builderforce.ai/
- 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
Alternatives to Builderforce Memory
Maintained browser automation servers if Builderforce Memory isn't the fit.
- Chrome DevTools MCP MCP server for Chrome DevTools ★ 52,777 · 2026-09-30
- Server Browser MCP server for browser use access ★ 39,168 · 2026-09-24
- Playwright MCP Playwright Tools for MCP ★ 37,711 · 2026-09-28
- Aihawk AI browser agent: browses, clicks, types, and reads real web pages from plain-English instructions. ★ 31,719 · 2026-09-25
- Invisible Playwright MCP AI browser agent: browses, clicks, types, and reads real web pages from plain-English instructions. ★ 31,698 · 2026-09-25
- SeleniumBase MCP Stealthy browser automation, testing, and web-scraping via CDP Mode. ★ 13,046 · 2026-09-30
Pairs well with
Servers that cover what Builderforce Memory doesn't - only shown when the pairing reason fits the companion.
- Firecrawl MCP Server → web scraping companion web scraping · ★ 7,536
- Tavily MCP → web scraping companion web scraping · ★ 2,416
- Codebase Memory → memory companion memory · ★ 45,519
- Memorix → memory companion memory · ★ 819
- Server Filesystem → filesystem companion filesystem · ★ 39,168
- Pdf MCP → filesystem companion filesystem · ★ 145
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