Kagi Search vs io.github.wygogogo19/robotbase-mcp
Kagi Search is an MCP server published by kagisearch. Marketplaces we read that list it: 1 (Docker MCP Catalog). io.github.wygogogo19/robotbase-mcp is an MCP server published by wygogogo19. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-29. 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
| Marketplace |  Kagi Search |  io.github.wygogogo19/robotbase-mcp |
|---|---|---|
| Docker MCP Catalog | Listed Version: sha256:c26439346cd6 Forks (GitHub): 50 Pulls (Docker Hub): 20 248 Stars (Docker Hub): 1 Stars (GitHub): 553 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 0.32.3 Forks (GitHub): 0 Stars (GitHub): 0 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
| Fact | Kagi Search | io.github.wygogogo19/robotbase-mcp |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 553 (better) | 0 (worse) |
| Pulls (Docker Hub) (differs) | 20 248 | No figure on Docker Hub |
| Forks (GitHub) (differs) | 50 (better) | 0 (worse) |
| Last release (differs) | Not published | 2026-10-28 |
| Where it runs (differs) | On your machine (mcp/kagisearch) | Remote server (robotbase.cc/mcp) |
| Transport (differs) | stdio | Streamable HTTP |
| Tools it declares (differs) | 2 | Not published |
| Environment variables it asks for (differs) | 2, secrets among them: 1 | Not published |
| Licence (differs) | MIT | Not stated |
| Repository (differs) | github.com/kagisearch/kagimcp | github.com/wygogogo19/robotbase-mcp |
| Changes in the last 7 days (differs) | 0 | 7 |
| First seen | 2026-10-11 | 2026-10-11 |
| Endpoint at the last check (differs) | no remote endpoint we check | Responded 5 days ago |
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
Kagi Search
The Official Model Context Protocol (MCP) server for Kagi Search & other tools.
io.github.wygogogo19/robotbase-mcp
Agent MCP: 65 tools — 5-chain verification, risk, prediction & crypto trends, 17 web tools.
How to run each
Kagi Search As a local MCP server: Docker image
claude mcp add --env "KAGI_API_KEY=<YOUR_KAGI_API_KEY>" --transport stdio kagisearch -- docker run -i --rm -e KAGI_API_KEY mcp/kagisearchRequires: KAGI_API_KEY (secret)
io.github.wygogogo19/robotbase-mcp As a remote MCP server
claude mcp add --transport http robotbase-mcp https://robotbase.cc/mcpCommands built only from what the marketplaces declare; the full set for every client is on each card.
Only io.github.wygogogo19/robotbase-mcp has a remote endpoint we check. How we check endpoints
Tools each declares
Only Kagi Search has
kagi_search_fetchkagi_summarizer
Only io.github.wygogogo19/robotbase-mcp has
broadcast_raw_transactionbtc_get_addressbtc_get_blockbtc_get_fee_ratesbtc_get_mempool_statebtc_get_network_statsbtc_get_transactionchain_statuscrypto_trendingeth_get_accounteth_get_blocketh_get_fee_rates
Show the remaining 53
eth_get_logseth_get_transactioneth_read_contractlist_chainsprediction_market_oddsrobotbase_capabilitiesrobotbase_servicestron_check_address_risktron_get_accounttron_get_blocktron_get_chain_economicstron_get_contracttron_get_current_blocktron_get_node_statustron_get_transactiontron_list_proposalstron_list_witnessestron_read_contracttron_verify_usdt_transferweb_actweb_crawlweb_crawl_asyncweb_crawl_jobweb_diffweb_extractweb_extract_schemaweb_feedweb_fetchweb_fetch_batchweb_mapweb_metadataweb_monitor_deleteweb_monitor_listweb_monitor_setweb_screenshotweb_searchxmr_get_blockxmr_get_fee_ratesxmr_get_mempool_statexmr_get_network_statsxmr_get_node_statusxmr_get_output_distributionxmr_get_recent_blocksxmr_get_transactionxmr_merchant_reportxmr_mining_profitabilityxmr_verify_paymentxmr_wallet_balancezec_get_network_statszec_get_pool_statuszec_get_recent_blockszec_get_transactionzec_get_treestate
Both have
None
Tool names as the marketplaces declare them and as Ext Ops observed them on the endpoints (io.github.wygogogo19/robotbase-mcp as of 2026-10-23). More tools is not better in itself: compare what each needs for the job.
Settings each asks for
The marketplaces of io.github.wygogogo19/robotbase-mcp publish no settings it asks for, so we do not compare settings.
What it can do: Kagi Search · What it can do: io.github.wygogogo19/robotbase-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.