SERVER

websearch MCP Server

Rank #12,542

io.github.SK-DEV-AI/websearch

Multi-engine web search, fetch, browser control. 11 tools, keyless lanes.

4 versions

1 GitHub stars

by SK-DEV-AI (3 servers)View repository ↗

First listed

Oct 23, 2026

Last publish date

Oct 25, 2026

PURPOSE

What you can do with websearch MCP Server

websearch MCP Server is a Model Context Protocol (MCP) server published by SK-DEV-AI. It ranks #12,542 of 176,402 active servers on MCP Toplist, and its repository has 1 GitHub stars. websearch MCP Server is listed across 2 registries — Official MCP and Glama, with 4 tracked versions. It was first listed on Oct 23, 2026 and most recently updated on Oct 25, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What websearch MCP Server can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using websearch MCP Server

DeclaredNo credentialsNo credentials declared

The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.

Declared by Glama, last synced Nov 14, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config

GROQ_API_KEYS · optional
TAVILY_KEYS · optional
NV_KEY · optional
SE_KEY · optional
S2_KEY · optional

INSTALLATION AND FIRST TASK

Connect websearch MCP Server and confirm it works

Python package (PyPI)

claude mcp add websearch -e "GROQ_API_KEYS=<your GROQ_API_KEYS>" -e "TAVILY_KEYS=<your TAVILY_KEYS>" -e "NV_KEY=<your NV_KEY>" -e "SE_KEY=<your SE_KEY>" -e "S2_KEY=<your S2_KEY>" -- uvx skdev-websearch-mcp

Replace each placeholder with your own value before saving.

Python package (PyPI)

[mcp_servers.websearch]
command = "uvx"
args = ["skdev-websearch-mcp"]

[mcp_servers.websearch.env]
GROQ_API_KEYS = "<your GROQ_API_KEYS>"
TAVILY_KEYS = "<your TAVILY_KEYS>"
NV_KEY = "<your NV_KEY>"
SE_KEY = "<your SE_KEY>"
S2_KEY = "<your S2_KEY>"

Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "websearch": {
      "command": "uvx",
      "args": [
        "skdev-websearch-mcp"
      ],
      "env": {
        "GROQ_API_KEYS": "<your GROQ_API_KEYS>",
        "TAVILY_KEYS": "<your TAVILY_KEYS>",
        "NV_KEY": "<your NV_KEY>",
        "SE_KEY": "<your SE_KEY>",
        "S2_KEY": "<your S2_KEY>"
      }
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "websearch": {
      "command": "uvx",
      "args": [
        "skdev-websearch-mcp"
      ],
      "env": {
        "GROQ_API_KEYS": "<your GROQ_API_KEYS>",
        "TAVILY_KEYS": "<your TAVILY_KEYS>",
        "NV_KEY": "<your NV_KEY>",
        "SE_KEY": "<your SE_KEY>",
        "S2_KEY": "<your S2_KEY>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "servers": {
    "websearch": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "skdev-websearch-mcp"
      ],
      "env": {
        "GROQ_API_KEYS": "<your GROQ_API_KEYS>",
        "TAVILY_KEYS": "<your TAVILY_KEYS>",
        "NV_KEY": "<your NV_KEY>",
        "SE_KEY": "<your SE_KEY>",
        "S2_KEY": "<your S2_KEY>"
      }
    }
  }
}

Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "websearch": {
      "command": "uvx",
      "args": [
        "skdev-websearch-mcp"
      ],
      "env": {
        "GROQ_API_KEYS": "<your GROQ_API_KEYS>",
        "TAVILY_KEYS": "<your TAVILY_KEYS>",
        "NV_KEY": "<your NV_KEY>",
        "SE_KEY": "<your SE_KEY>",
        "S2_KEY": "<your S2_KEY>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "websearch": {
      "command": "uvx",
      "args": [
        "skdev-websearch-mcp"
      ],
      "env": {
        "GROQ_API_KEYS": "<your GROQ_API_KEYS>",
        "TAVILY_KEYS": "<your TAVILY_KEYS>",
        "NV_KEY": "<your NV_KEY>",
        "SE_KEY": "<your SE_KEY>",
        "S2_KEY": "<your S2_KEY>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

ALTERNATIVES

When to choose another server

Other servers by SK-DEV-AI

View all SK-DEV-AI servers →

No task-specific alternatives are catalogued for websearch MCP Serveryet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed: Oct 23, 2026
Latest version published: Oct 25, 2026
Version history: 4 versions tracked (below)
Requirements evidence: Declared by Glama, last synced Nov 14, 2026. Not independently verified by MCP Toplist.
Profile checked: Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of: Nov 14, 2026

Registry sightings

Official MCP ↗listed since Oct 23, 2026 · still listed
Glama ↗listed since Oct 24, 2026 · still listed

Do you maintain websearch MCP Server? to show as its verified maintainer and add your own summary, sign-in details and links. The rest of this page is read from the registry listings and from MCP Toplist's own connection check.

VERSIONS

Available versions (4)

Version	Published
1.10.0	Oct 25, 2026
1.0.3	Oct 24, 2026
1.0.2	Oct 24, 2026
1.0.1	Oct 23, 2026

STANDING

#12,542of 176,402 active serversTop 10%

Ranks ahead of 163,860 of 176,402 servers on MCP Toplist.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

Markdown

[![MCP Toplist](https://mcptoplist.com/badge/io.github.SK-DEV-AI%2Fwebsearch.svg)](https://mcptoplist.com/server/io.github.SK-DEV-AI%2Fwebsearch)

HTML

<a href="https://mcptoplist.com/server/io.github.SK-DEV-AI%2Fwebsearch"><img src="https://mcptoplist.com/badge/io.github.SK-DEV-AI%2Fwebsearch.svg" alt="MCP Toplist: Top 10% of 176,402" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

FAQ

Frequently asked questions

Who maintains websearch MCP Server?: websearch MCP Server is maintained by SK-DEV-AI, which publishes 3 MCP servers (5 total versions) tracked on MCP Toplist.
Is websearch MCP Server listed on the Official MCP Registry?: Yes — websearch MCP Server is listed on the Official MCP Registry, alongside Glama.
How many versions does websearch MCP Server have?: MCP Toplist tracks 4 versions of websearch MCP Server, most recently published on Oct 25, 2026.
Where can I find the source code for websearch MCP Server?: The source code for websearch MCP Server is hosted at github.com/SK-DEV-AI/websearch.

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