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.
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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
Compile your own business capabilities from declarative YAML and serve them as MCP tools.
mcpmeasured growthOpen source ↗
Install
claude mcp add archstone -- npx @archstone/cli6GitHub stars+5 (+500.0 %) - 2Active
Everything plus the kitchen sink for Microsoft Word: 219 document ops, one grammar, tiered loading.
mcpmeasured growthOpen source ↗
Install
claude mcp add kitchensink4word -- uvx kitchensink4word5GitHub stars+5 - 3Active
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 - 4Active
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 - 5Active
CPersona
MCPPersistent AI memory in one SQLite file: 3-layer hybrid search, confidence scoring, 29 tools.
mcpmeasured growthOpen source ↗
Install
claude mcp add cpersona -- uvx cpersona6GitHub stars+3 (+100.0 %) - 6Active
Local-first, source-cited memory for AI agents with proposal review, failure memory, and MCP tools.
mcpmeasured growthOpen source ↗
Install
claude mcp add neurakeep -- npx neurakeep6GitHub stars+3 (+100.0 %) - 7Active
Global weather via Open-Meteo: forecast, ERA5 archive, marine, air quality, geocoding, elevation.
mcpmeasured growthOpen source ↗
Install
claude mcp add open-meteo-mcp-server -- npx @cyanheads/open-meteo-mcp-server5GitHub stars+3 (+150.0 %) - 8Active
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 %) - 9Active
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 %) - 10Active
MCP server for Unity: 130+ tools, Unity 6 skills, AI/ML discovery. No Editor.
mcpmeasured growthOpen source ↗
Install
claude mcp add unity-mcp-server -- npx unity-mcp-server5GitHub stars+3 (+150.0 %) - 11Active
Evidence-bound REW measurement, analysis, conservative EQ, DSP, and listening-test tools.
mcpmeasured growthOpen source ↗
4GitHub stars+3 (+300.0 %) - 12Active
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 %) - 13Active
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 - 14Active
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 %) - 15Active
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 %) - 16Dormant
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 %) - 17Active
Mailbox
MCPSelf-hosted MCP server for unified IMAP/SMTP mailbox access: read, list, and send email.
mcpmeasured growthOpen source ↗
4GitHub stars+2 (+100.0 %) - 18Active
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 %) - 19Active
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 %) - 20Active
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 %) - 21Dormant
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 %) - 22Active
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 %) - 23Active
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 %) - 24Active
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 %) - 25Active
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 %)