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
Persistent file-based memory for AI agents: inspectable, versionable, fully local.
mcpmeasured growthOpen source ↗
Install
claude mcp add crbro-memory -- npx crbro-memory5GitHub stars+5 - 2Active
Manage social media DMs and scheduled posts from your AI assistant, across 12 platforms.
mcpmeasured growthOpen source ↗
Install
claude mcp add crmsolid-mcp -- npx @crmsolid/mcp-server4GitHub stars+4 - 3Active
Magic Hour
MCPCreate and edit images, videos, and audio through Magic Hour's hosted Streamable HTTP MCP server.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://mcp.magichour.ai/5GitHub stars+3 (+150.0 %) - 4Active
Fluxmail
MCPRead, search, draft, send, and organize email through Gmail, Outlook, and IMAP/SMTP mailboxes.
mcpmeasured growthOpen source ↗
Install
claude mcp add fluxmail -- npx fluxmail5GitHub stars+3 (+150.0 %) - 5Active
Your real mailbox and calendar for your agent (M365/IMAP); a human approves every send.
mcpmeasured growthOpen source ↗
Install
claude mcp add gigamail -- uvx gigamail5GitHub stars+3 (+150.0 %) - 6Active
Privacy-first, unofficial Fitbit MCP server for AI health, sleep, activity and heart-rate agents.
mcpmeasured growthOpen source ↗
Install
claude mcp add fitbitmcp -- npx fitbit-mcp-unofficial4GitHub stars+3 (+300.0 %) - 7Active
Evidence-bound REW measurement, analysis, conservative EQ, DSP, and listening-test tools.
mcpmeasured growthOpen source ↗
4GitHub stars+3 (+300.0 %) - 8Active
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 - 9Active
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 - 10Active
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 %) - 11Active
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 %) - 12Active
MCP gateway federating 22 biomedical MCP servers behind one endpoint: gnomAD, ClinVar, HPO, VEP.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://genefoundry.org/mcp4GitHub stars+2 (+100.0 %) - 13Active
Mailbox
MCPSelf-hosted MCP server for unified IMAP/SMTP mailbox access: read, list, and send email.
mcpmeasured growthOpen source ↗
4GitHub stars+2 (+100.0 %) - 14Dormant
intermind
MCPAn MCP server that lets Claude Code, Codex, Cursor, Cline, Windsurf, and any other MCP-speaking coding agent hold threaded conversations with each other.
githubmeasured growthOpen source ↗
4GitHub stars+2 (+100.0 %) - 15Active
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 %) - 16Active
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 %) - 17Dormant
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 %) - 18Active
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 %) - 19Active
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 %) - 20Active
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 %) - 21Active
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 %) - 22Active
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 %) - 23Active
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 %) - 24Active
wyd
MCPLocal runtime provenance for coding agents. Inspect sessions and explain which one owns a process.
mcpmeasured growthOpen source ↗
3GitHub stars+2 (+200.0 %) - 25Active
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 %)