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
Photoshop MCP server: natural-language AI photo editing with your own Photoshop. AI orchestration.
mcpmeasured growthOpen source ↗
Install
claude mcp add editmamei -- npx editmamei4GitHub stars+2 (+100.0 %) - 4Active
Homebox home inventory: search, intake, warranties, attachments, locations, tags, QR labels
mcpmeasured growthOpen source ↗
Install
claude mcp add homebox-mcp -- uvx homebox-mcp4GitHub stars+2 (+100.0 %) - 5Active
Knowtis
MCPCreate, search and manage Knowtis collaborative notes from AI assistants.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://mcp.knowtis.app/mcp3GitHub stars+2 (+200.0 %) - 6Active
Read Proton Mail, extract bounded attachment text, and create explicitly confirmed drafts.
mcpmeasured growthOpen source ↗
Install
claude mcp add proton-safe-mcp -- uvx proton-safe-mcp3GitHub stars+2 (+200.0 %) - 7Active
wyd
MCPLocal runtime provenance for coding agents. Inspect sessions and explain which one owns a process.
mcpmeasured growthOpen source ↗
3GitHub stars+2 (+200.0 %) - 8Active
Google Trends: Search, Images, News, Shopping over time, growth metrics. Free key at trendsmcp.ai
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://google-trends.api.trendsmcp.ai/mcp3GitHub stars+2 (+200.0 %) - 9Active
Control Krita through a secure local MCP server and authenticated Windows bridge.
mcpmeasured growthOpen source ↗
Install
claude mcp add krita-codex-mcp -- uvx krita-codex-mcp3GitHub stars+2 (+200.0 %) - 10Dormant
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 %) - 11Active
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 %) - 12Active
Composio
MCPConnect AI agents to 1000+ apps with managed authentication and tool-calling.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://connect.composio.dev/mcp3GitHub stars+2 (+200.0 %) - 13Active
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 %) - 14Active
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 %) - 15Active
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 %) - 16Active
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 %) - 17Active
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 - 18Active
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 - 19Active
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 - 20Active
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 - 21Active
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 - 22Active
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 - 23Active
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 - 24Active
Unofficial guarded A1 Evo AcoustiX, REW, and Denon/Marantz calibration tools.
mcpmeasured growthOpen source ↗
2GitHub stars+1 (+100.0 %) - 25Active
Local Power BI authoring for AI agents: edit .pbix, semantic model, report, and Power Query.
mcpmeasured growthOpen source ↗
Install
claude mcp add powerbi-pbix-mcp -- npx powerbi-pbix-mcp2GitHub stars+1 (+100.0 %)