Surf MCP Server

Stop letting your agent guess Check the call before it counts.

People connecting memory tools to Claude, Cursor, VS Code, or another MCP client. The project is written in Python.

VERIFIED ACTIVE

LAST COMMIT 2026-08-25 · ★ 6 · #38 OF 259 MAINTAINED MEMORY · VERIFIED 2026-08-25

Apache-2.0 · Python servers · how we verify → /methodology

01 · Install Surf

Claude Code

claude mcp add geckovision-gecko-surf --transport http https://mcp.geckovision.tech/mcp

Claude Desktop / Cursor / VS Code - add to config

{
  "mcpServers": {
    "geckovision-gecko-surf": {
      "url": "https://mcp.geckovision.tech/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

https://mcp.geckovision.tech/mcp

transport: streamable-http

endpoint alive - responded to MCP initialize · probed 2026-08-25

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 · remote - your agent's requests go to mcp.geckovision.tech

endpoint auth accepted our unauthenticated MCP initialize - no credentials needed to connect

repo age created 2026-06-28 - young repo, little track record yet

license Apache-2.0 - declared in the repository

pypi package gecko-surf - check the name against the project README before installing (PyPI has no namespace ownership)

registry vendor namespace tech.geckovision - domain-verified with the official MCP registry

03 · What Surf can do

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

Latest releases

v0.10.3 · 2026-08-08

v0.10.2 · 2026-08-07

v0.10.1 · 2026-08-07

04 · Who maintains Surf

surf is maintained by geckovision. It's the only MCP server we track from this author; the repo dates to Jun 2026.

05 · Facts

repository: github.com/geckovision/gecko-surf
category: memory - ranked #38 of 259 actively-maintained memory servers as of 2026-08-25.
release cadence: 10+ releases in the last 90 days (latest 2026-08-08)
registry: tech.geckovision/surf (active, first published 2026-07-01 · 2 versions)
packages: pypi:gecko-surf

06 · Surf FAQ

What is Surf?

Stop letting your agent guess Check the call before it counts.

Is Surf still maintained?

Yes - as of 2026-08-25, its last commit was 2026-08-25 and it shipped 10+ releases in the last 90 days. We re-verify nightly.

How do I install Surf?

Run `uvx gecko-surf`. You can also paste the ready-made client config above.

Does Surf require authentication?

No - the endpoint accepted our unauthenticated MCP initialize when probed on 2026-08-25; you can connect without credentials.

07 · Alternatives to Surf

Alternatives to Surf

Maintained memory servers if Surf isn't the fit.

Pairs well with

Servers that cover what Surf doesn't - only shown when the pairing reason fits the companion.

More memory MCP servers · Gitmem · Agent Recall · Gossipcat · Memxus · Epitome

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