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Kagi Search vs MangroveTrader

MangroveTrader is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑23.

Kagi Search is an MCP server published by kagisearch. Marketplaces we read that list it: 1 (Docker MCP Catalog). MangroveTrader is an MCP server published by mangrove-one. No marketplace we read lists it any more. As of our marketplace pass on 2026-10-28. A plugin in this pair is no longer listed on any marketplace we read, so search engines are asked not to index the page.

Where each is published

Where each is published
MarketplaceKagi SearchMangroveTrader
Docker MCP Catalog Listed
Version: sha256:c26439346cd6
Forks (GitHub): 50
Pulls (Docker Hub): 20 231
Stars (Docker Hub): 1
Stars (GitHub): 548
Not marked · First seen
Not listed
Official MCP Registry Not listed Removed on 2026-10-23
Version: 1.0.0
No figure published
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

Kagi Search vs MangroveTrader
FactKagi SearchMangroveTraderno longer listed ·
Marketplaces that list it (differs)10
Stars (GitHub) (differs)548No figure on GitHub
Pulls (Docker Hub) (differs)20 231No figure on Docker Hub
Forks (GitHub) (differs)50No figure on GitHub
Last releaseNot publishedNot published
Where it runs (differs)On your machine (mcp/kagisearch)Remote server (api.mangrovetraders.com/mcp)
Transport (differs)stdioStreamable HTTP
Tools it declares (differs)2Not published
Environment variables it asks for (differs)2, secrets among them: 1Not published
Licence (differs)MITNot stated
Repository (differs)github.com/kagisearch/kagimcpgithub.com/mangrovetechnologies/mangrovetrader
Changes in the last 7 days (differs)02
First seen2026-10-112026-10-11

Lines where the two differ have a tinted background and bold values. No value is marked better or worse: a plugin no marketplace lists any more is shown with its last known data, which we do not rank against current figures.

What to use instead of MangroveTrader

Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.

  • Solana MCP by Vybe

    Solana MCP developer toolkit: wallets, trades, markets, PnL, transfers, onchain, swaps & API tools.

    by vybenetwork · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • mcp co.marketmayhem/mcp

    Launch and trade BSC tokens on Market Mayhem. Your own wallet signs; dry run by default; spend caps.

    by marketmayhem.co · MCP server

    Listed on: Official MCP Registry, npm registry (MCP servers) · Describes nearly the same job

  • Lumi Trades: x402 seller checks and test-buys

    Free signed allow/warn/block before paying x402 sellers; test-buys on XRPL, Base and Stellar

    by cypher-osiris · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • AI Crypto Sniper MCP (renamed)

    Renamed to AI Crypto Sniper. Use com.aicryptosniper/ai-crypto-sniper-mcp instead.

    by solsniperbot.co · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • three.ws Copy Trading

    Manage copy-trade follows — follow leaders, tune sizing and guard rules, and track fees owed.

    by nirholas · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Soumtok Heart — agent wallet & marketplace

    Agent wallet & Pulse Market MCP — register, hire with escrow, earn USDC. 20 tools. MIT.

    by soumtok.com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

Its card, with similar plugins by marketplace

What each says it does

Kagi Search

In its own words, on Docker MCP Catalog:

The Official Model Context Protocol (MCP) server for Kagi Search & other tools.

MangroveTrader

In its own words, on Official MCP Registry:

Social trading leaderboard. 9 MCP tools, x402 micropayments (USDC on Base).

How to run each

Kagi Search As a local MCP server: Docker image

Claude Code
claude mcp add --env "KAGI_API_KEY=<YOUR_KAGI_API_KEY>" --transport stdio kagisearch -- docker run -i --rm -e KAGI_API_KEY mcp/kagisearch

Requires: KAGI_API_KEY (secret)

MangroveTrader

No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.

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

Tools each declares

The marketplaces of MangroveTrader publish no list of tools, so we do not compare tools.

Settings each asks for

The marketplaces of MangroveTrader publish no settings it asks for, so we do not compare settings.

What it can do: Kagi Search · What it can do: MangroveTrader · 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