Agents, skills and MCP radar: MCP servers
Momentum based on available 7-day snapshots for Agents, skills and MCP: measured with two snapshots, estimated otherwise. Each value shows its own source window. This page reads stored snapshots only.
Radar filters
Tool ranking
Ranked by measured growth, normalized across sources. Raw values keep their source-specific window, shown under each tool; a change requires at least two snapshots from the last 7 days.
- 1Active
Local-first visual regression for AI agents: verdicts, diff images, explain_snapshot. No API key.
mcpmeasured growthOpen source ↗
Install
claude mcp add mcp -- npx @testivai/mcp3GitHub stars+3 - 2Active
Local code graph for TypeScript, Python and Swift: who calls this, what breaks if I change it.
mcpmeasured growthOpen source ↗
Install
claude mcp add sonde -- npx @cheppulabs/sonde3GitHub stars+3 - 3Active
Typed record store + hybrid search over MCP: deterministic lookups + semantic memory, per-customer.
mcpmeasured growthOpen source ↗
Install
claude mcp add mcp-server -- npx @vectros-ai/mcp-server3GitHub stars+2 (+200.0 %) - 4Active
MCP server for managing Modal apps, containers, volumes, and secrets.
mcpmeasured growthOpen source ↗
Install
claude mcp add mcp-modal -- uvx mcp-modal3GitHub stars+2 (+200.0 %) - 5Active
codeindex
MCPStructural code intelligence over MCP: symbols, callers, imports and blast radius, 40+ languages.
mcpmeasured growthOpen source ↗
Install
claude mcp add codeindex -- npx @munhq/codeindex3GitHub stars+2 (+200.0 %) - 6Active
2Captcha MCP
MCPFull 2Captcha API (43 tools) for Claude Code: 31 captcha solvers + management + webhook.
mcpmeasured growthOpen source ↗
Install
claude mcp add twocaptcha-mcp -- uvx twocaptcha-mcp3GitHub stars+2 (+200.0 %) - 7Active
Modern SSH for AI agents — cloud servers to BusyBox routers, with destructive commands blocked.
mcpmeasured growthOpen source ↗
Install
claude mcp add ssh-mcp-server -- npx @hypnosis/ssh-mcp-server3GitHub stars+2 (+200.0 %) - 8Dormant
Contextful
MCPEfficient context management: code search, evidence packs, and memory for coding agents.
mcpmeasured growthOpen source ↗
Install
claude mcp add contextful -- npx @inferensys/contextful3GitHub stars+2 (+200.0 %) - 9Active
Legalize
MCPOfficial MCP connector for Legalize: read and search its whole open corpus, at any point in time.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://legalize.dev/mcp2GitHub stars+2 - 10Active
Gryz
MCPPublish and manage shareable Markdown/HTML docs from any AI assistant. Free with a Gryz account.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://www.gryz.ai/api/mcp/2GitHub stars+2 - 11Active
A1 Yandex KIT MCP server for the Yandex KIT e-commerce API: products, orders, discounts, webhooks.
mcpmeasured growthOpen source ↗
Install
claude mcp add mcp-yandex-kit -- npx mcp-yandex-kit2GitHub stars+2 - 12Active
Drive a browser you are already signed into, through the free T3rnel Browser extension.
mcpmeasured growthOpen source ↗
Install
claude mcp add mcp-session-bridge -- npx @t3ratech/mcp-session-bridge2GitHub stars+2 - 13Active
Adaptive AI training coach MCP server backed by Garmin Connect
mcpmeasured growthOpen source ↗
Install
claude mcp add coach-mcp -- uvx garmin-coach-mcp2GitHub stars+2 - 14Active
Türk mevzuatının resmî güncel metnini (mevzuat.gov.tr) yapay zekâya açan MCP sunucusu.
mcpmeasured growthOpen source ↗
Install
claude mcp add turk-hukuku-mevzuat-mcp -- uvx turk-hukuku-mevzuat-mcp2GitHub stars+2 - 15Active
Real, buyable product and service offers — live pricing and trackable links for any MCP agent.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://api.aon.pro/v1/mcp2GitHub stars+2 - 16Active
Harvard Art
MCPHarvard Art Museums MCP.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://gateway.pipeworx.io/harvard-art/mcp2GitHub stars+1 (+100.0 %) - 17Active
Self-hosted MCP server: Telegram userbot control (Telethon) via HTTP and MCP.
mcpmeasured growthOpen source ↗
2GitHub stars+1 (+100.0 %) - 18Active
Va Museum
MCPVictoria and Albert Museum (V&A) Collections MCP.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://gateway.pipeworx.io/va-museum/mcp2GitHub stars+1 (+100.0 %) - 19Active
Connects coding agents to a running QuestDB Web Console: notebook cells, SQL queries, and charts.
mcpmeasured growthOpen source ↗
Install
claude mcp add mcp-server-questdb -- npx @questdb/mcp-server-questdb2GitHub stars+1 (+100.0 %) - 20Active
Czso Cz
MCPCzech Statistical Office (Český statistický úřad, ČSÚ) open-data MCP.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://gateway.pipeworx.io/czso-cz/mcp2GitHub stars+1 (+100.0 %) - 21Active
A 1:1 replica of Claude Desktop's computer-use tool surface, for Windows and the Claude Code CLI.
mcpmeasured growthOpen source ↗
Install
claude mcp add computer-use-omni -- uvx computer-use-omni2GitHub stars+1 (+100.0 %) - 22Active
Query a verified document collection: passages that answer a question, with their source.
mcpmeasured growthOpen source ↗
Install
claude mcp add mdcx -- uvx mdcx2GitHub stars+1 (+100.0 %) - 232GitHub stars+1 (+100.0 %)
- 24Active
Dutch law via Ansvar Gateway. Cited, OAuth + paid tier.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://gateway.ansvar.eu/nl/mcp2GitHub stars+1 (+100.0 %) - 25Active
EU regulations (GDPR, DORA, NIS2, AI Act, etc.) via Ansvar Gateway. Cited, OAuth + paid.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://gateway.ansvar.eu/eu/mcp2GitHub stars+1 (+100.0 %)