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Comparison

Needle Remote vs io.github.HarimxChoi/google-surf-mcp

Needle Remote is an MCP server published by docker. Marketplaces we read that list it: 1 (Docker MCP Catalog). io.github.HarimxChoi/google-surf-mcp is an MCP server published by HarimxChoi. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-19. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.

Where each is published

Where each is published
MarketplaceNeedle Remoteio.github.HarimxChoi/google-surf-mcp
Docker MCP Catalog Listed
Version: not stated
No figure published
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 1.1.3
Downloads/month (npm): 2 136
Downloads/week (npm): 246
Forks (GitHub): 33
Stars (GitHub): 291
Not marked · First seen

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

The facts side by side

Needle Remote vs io.github.HarimxChoi/google-surf-mcp
FactNeedle Remoteio.github.HarimxChoi/google-surf-mcp
Marketplaces that list it11
Stars (GitHub) (differs)No figure on GitHub291
Forks (GitHub) (differs)No figure on GitHub33
Last releaseNot publishedNot published
Where it runs (differs)Remote server (mcp.needle.app/mcp)On your machine (google-surf-mcp)
Transport (differs)Streamable HTTPstdio
Tools it declaresNot publishedNot published
Environment variables it asks for (differs)1, secrets among them: 129, secrets among them: 4
Licence (differs)Apache-2.0Not stated
Repository (differs)Not statedgithub.com/harimxchoi/google-surf-mcp
Changes in the last 7 days00
First seen2026-10-112026-10-11
Endpoint at the last check (differs)Answered with HTTP 301 (2 days ago)no remote endpoint we check

Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.

What each says it does

Needle Remote

In its own words, on Docker MCP Catalog:

Production-ready RAG service to search and retrieve data from your documents.

io.github.HarimxChoi/google-surf-mcp

In its own words, on Official MCP Registry:

Web, academic and code search with graph RAG, data lineage, ontology and cross-project schema links.

How to run each

Needle Remote As a remote MCP server

Claude Code
claude mcp add --transport http needle https://mcp.needle.app/mcp

Requires: NEEDLE_API_KEY (secret)

io.github.HarimxChoi/google-surf-mcp As a local MCP server: npm package

Claude Code
claude mcp add --env "ANTHROPIC_API_KEY=<YOUR_ANTHROPIC_API_KEY>" --env "GITHUB_TOKEN=<YOUR_GITHUB_TOKEN>" --env "ORCAROUTER_API_KEY=<YOUR_ORCAROUTER_API_KEY>" --env "SEARCH_API=<YOUR_SEARCH_API>" --transport stdio google-surf-mcp -- npx -y google-surf-mcp

Requires: ANTHROPIC_API_KEY (secret), GITHUB_TOKEN (secret), ORCAROUTER_API_KEY (secret), SEARCH_API (secret)

Commands built only from what the marketplaces declare; the full set for every client is on each card.

Only Needle Remote has a remote endpoint we check. How we check endpoints

Tools each declares

Neither one's marketplaces publish a list of tools, so there is nothing to compare.

Settings each asks for

Only Needle Remote asks for

  • NEEDLE_API_KEY (secret)

Only io.github.HarimxChoi/google-surf-mcp asks for

  • ANTHROPIC_API_KEY (secret)
  • CHROME_PATH
  • GITHUB_TOKEN (secret)
  • ORCAROUTER_API_KEY (secret)
  • SEARCH_API (secret)
  • SURF_ALLOW_PRIVATE
  • SURF_BROWSER_ENGINE
  • SURF_HEADLESS
  • SURF_IDLE_CLOSE_MS
  • SURF_LLM_HEAL
  • SURF_LLM_MODEL
  • SURF_LLM_PROVIDER
Show the remaining 17
  • SURF_LOCALE
  • SURF_PROFILE_ROOT
  • SURF_RESEARCH
  • SURF_RESEARCH_BROKER_IDLE_MS
  • SURF_RESEARCH_QUERY_TIMEOUT_MS
  • SURF_RESEARCH_READ_CONCURRENCY
  • SURF_RESEARCH_REPO_AUTO
  • SURF_RESEARCH_REPO_AUTO_MAX_FILES
  • SURF_RESEARCH_REPO_AUTO_MAX_MB
  • SURF_RESEARCH_ROOT
  • SURF_RESEARCH_VECTOR_LOW_MEMORY
  • SURF_RESEARCH_VECTOR_MODEL
  • SURF_RESEARCH_VECTOR_THREADS
  • SURF_RETRIEVAL_MODE
  • SURF_SCHOLAR_PROVIDER
  • SURF_SEARCH_PROVIDER
  • SURF_TZ

Settings as each marketplace publishes them. Asking for fewer is not better in itself.

What it can do: Needle Remote · What it can do: io.github.HarimxChoi/google-surf-mcp · Compare two other plugins

Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built