Agents, skills and MCP radar: tools and trends
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
What’s changing
Of 20 comparable tools in Agents, skills et MCP, 20 are increasing, 0 are stable, and 0 are declining. ponytail has the largest measured increase: +11210 GitHub stars. These movements describe only changes in metrics collected over the period.
Measured period: 2026-09-04 to 2026-09-11
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
Monitor MCP servers, API contracts and AI outputs for schema drift. Alerts on breaking changes.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://fixzi.ai/api/mcp1GitHub stars+1 - 2Active
Flickies
MCPSelf-hosted MCP server: video lipsync, face restore, and ffmpeg ops (trim, concat, transcode).
mcpmeasured growthOpen source ↗
1GitHub stars+1 - 3Active
Local multi-client RAG server over the Model Context Protocol.
mcpmeasured growthOpen source ↗
Install
claude mcp add cortex -- uvx cortex-local-rag1GitHub stars+1 - 4Active
SpecMgr
MCPAn artifact manager for system specifications.
mcpmeasured growthOpen source ↗
Install
claude mcp add biz-dfch-specmgr -- uvx biz-dfch-specmgr1GitHub stars+1 - 5Active
SpecMgr
MCPAn artifact manager for system specifications.
mcpmeasured growthOpen source ↗
Install
claude mcp add biz.dfch.specmgr -- uvx biz-dfch-specmgr1GitHub stars+1 - 6Active
Pushary
MCPReach a human from a running agent. Approvals on the lock screen, plus a cross-agent audit trail.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://pushary.com/api/mcp/mcp1GitHub stars+1 - 7Active
Amtrak
MCPAmtrak MCP — live Amtrak train tracking via the community Amtraker API
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://gateway.pipeworx.io/amtrak/mcp1GitHub stars+1 - 8Active
HEA-Bench
MCPHigh-entropy alloy and oxide descriptors, phase rules, corpus, properties, and design tools.
mcpmeasured growthOpen source ↗
Install
claude mcp add hea-bench -- uvx hea-bench1GitHub stars+1 - 9Active
Image Gen
MCPGenerate and edit images from your coding agent with Gemini and OpenAI, using your own API keys.
mcpmeasured growthOpen source ↗
Install
claude mcp add image-gen -- npx @nuver-labs/image-gen-mcp1GitHub stars+1 - 10Active
Letterhead PDF as digital stationery: prints Markdown without overprinting header, footer, or logo.
mcpmeasured growthOpen source ↗
Install
claude mcp add mac-letterhead -- uvx Mac-letterhead1GitHub stars+1 - 11Active
words
MCPWords MCP — wraps Datamuse API (free, no auth required)
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://gateway.pipeworx.io/words/mcp1GitHub stars+1 - 12Active
ARGUS-3 stdio MCP with WARDEN firewall: argus_ask, argus_status, argus_capabilities.
mcpmeasured growthOpen source ↗
Install
claude mcp add argus3 -- npx @alexar76/argus31GitHub stars+1 - 13Active
Rhizome MCP
MCPLocal-first MCP server for task tracking and coordination of autonomous AI coding agents.
mcpmeasured growthOpen source ↗
Install
claude mcp add rhizome-mcp -- npx rhizome-mcp1GitHub stars+1 - 14Active
AI Agent Firewall. Enforce signed authority before consequential actions. Free API key required.
mcpmeasured growthOpen source ↗
Install
claude mcp add fidacy-mcp -- npx @fidacy/mcp1GitHub stars+1 - 15Active
Track what 1,000+ VCs follow on X to surface startups before their round. Signal for AI agents.
mcpmeasured growthOpen source ↗
Install
claude mcp add frontrun-mcp-server -- npx frontrun-mcp-server1GitHub stars+1 - 16Active
CUDA-Q Docs
MCPCUDA-Q docs, API reference, and runnable examples for AI agents, pinned to your installed version.
mcpmeasured growthOpen source ↗
Install
claude mcp add cudaq-docs-mcp -- uvx cudaq-docs-mcp1GitHub stars+1 - 17Active
Connect your AI assistant to YNAB. Read-only by default, with reversible opt-in writes.
mcpmeasured growthOpen source ↗
Install
claude mcp add mcp-server-for-ynab -- uvx mcp-server-for-ynab1GitHub stars+1 - 18Active
AI video clipping MCP: long videos and podcasts into scored, captioned 9:16 shorts.
mcpmeasured growthOpen source ↗
Install
claude mcp add katto-mcp -- npx katto-mcp1GitHub stars+1 - 19Active
Tender MCP
MCPGovernment tender search for AI agents. UK, EU and US procurement opportunities.
mcpmeasured growthOpen source ↗
Install
claude mcp add tender-mcp -- npx tender-mcp1GitHub stars+1 - 20Active
AI e-commerce operations. Inventory, pricing, segmentation, and analytics.
mcpmeasured growthOpen source ↗
Install
claude mcp add shopops-mcp -- npx shopops-mcp-server1GitHub stars+1 - 21Dormant
GoHighLevel CRM for AI agents. 60+ tools for contacts, messaging, calendars, and payments.
mcpmeasured growthOpen source ↗
Install
claude mcp add ghl-mcp-server -- npx @northrosetech/ghl-mcp-server1GitHub stars+1 - 22Active
Google Trends, YouTube, Ads Transparency and Play reviews over plain HTTP. No API key.
mcpmeasured growthOpen source ↗
Install
claude mcp add google-data-mcp -- uvx google-data-mcp1GitHub stars+1 - 23Dormant
Analyze and generate robots.txt with AI crawler detection for 20+ bots like GPTBot and ClaudeBot.
mcpmeasured growthOpen source ↗
Install
claude mcp add robotstxt-ai -- npx robotstxt-ai-mcp1GitHub stars+1 - 24Dormant
StillOnline
MCPStillOnline MCP: uptime, status pages, checks. REST API for Cursor and Claude Code.
mcpmeasured growthOpen source ↗
Install
claude mcp add stillonline -- npx stillonline-mcp1GitHub stars+1 - 25Active
Amazon product search returning paste-ready affiliate deal rows for your blog
mcpmeasured growthOpen source ↗
Install
claude mcp add amazon-creators -- npx @houtini/amazon-creators-mcp1GitHub stars+1