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: +9589 GitHub stars. These movements describe only changes in metrics collected over the period.
Measured period: 2026-09-05 to 2026-09-12
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
Google/Yandex SERP parsing and Yandex Wordstat keyword frequency via XMLRiver XML API
mcpmeasured growthOpen source ↗
Install
claude mcp add xmlriver-mcp -- uvx xmlriver-mcp1GitHub starsstable - 2Active
Real-time Amazon, WIPO & PACER data for AI agents — 19 tools via the MCP protocol.
mcpmeasured growthOpen source ↗
Install
claude mcp add pangolinfo-mcp -- npx pangolinfo-amazon-data-mcp1GitHub starsstable - 3Dormant
MCP server for CSS gradient generation — linear, radial, conic
mcpmeasured growthOpen source ↗
Install
claude mcp add gradient -- npx gradient-forge-mcp1GitHub starsstable - 4Dormant
Warpweb
MCPResearch, build, and deploy AI-generated websites via the Warpweb API.
mcpmeasured growthOpen source ↗
Install
claude mcp add warpweb -- npx warpweb-mcp1GitHub starsstable - 5Active
Deterministic IR/IR-LINT validation, policy packs, drift vs exports (archrad). Apache-2.0.
mcpmeasured growthOpen source ↗
Install
claude mcp add deterministic -- npx @archrad/deterministic1GitHub starsstable - 6Dormant
A growing Citadel of stack-specific docs, served as MCP tools for AI coding agents.
mcpmeasured growthOpen source ↗
Install
claude mcp add citadel-mcp -- npx citadel-mcp1GitHub starsstable - 7Active
Scan and generate barcodes and QR codes.
mcpmeasured growthOpen source ↗
Install
claude mcp add barcode-scanner-mcp -- npx barcode-scanner-mcp1GitHub starsstable - 8Dormant
ActTrace
MCPClassify AI systems under the EU AI Act and generate Article 50 transparency notices.
mcpmeasured growthOpen source ↗
Install
claude mcp add acttrace -- uvx acttrace-mcp1GitHub starsstable - 9Active
md-vision
MCPRead markdown with inlined images and index headings for agentic RAG workflows.
mcpmeasured growthOpen source ↗
Install
claude mcp add md-vision -- npx md-vision1GitHub starsstable - 10Dormant
Comprehensive tools for discrete mathematics: logic, algorithms, number theory, cryptography
mcpmeasured growthOpen source ↗
Install
claude mcp add discrete-structures -- uvx discrete-structures-mcp1GitHub starsstable - 11Dormant
Connect AI agents to energy infrastructure. Dispatch, attest carbon, read meters.
mcpmeasured growthOpen source ↗
Install
claude mcp add energyatit -- npx energyatit-mcp-server1GitHub starsstable - 12Dormant
Read Slack conversations, threads, user info, and search messages from your MCP client.
mcpmeasured growthOpen source ↗
Install
claude mcp add slack-mcp-server -- uvx slack-mcp-server-v21GitHub starsstable - 13Active
Provably correct day-count, calendar, business-day, and schedule math, verified against QuantLib.
mcpmeasured growthOpen source ↗
Install
claude mcp add shikamaru -- npx @jayofemi/shikamaru1GitHub starsstable - 14Dormant
Deploy live HTTPS websites in seconds. Instant subdomains or custom .xyz domains via USDC.
mcpmeasured growthOpen source ↗
Install
claude mcp add sitelauncher-mcp-server -- npx sitelauncher-mcp-server1GitHub starsstable - 15Active
Kelvia
MCPTask manager your agent can fully operate: boards, tasks, sprints, roles, worklogs, day planner.
mcpmeasured growthOpen source ↗
Install
claude mcp add kelvia-mcp -- npx kelvia-mcp1GitHub starsstable - 16Active
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 starsstable - 17Active
Memory for AI agents: persistent L1/L2/L3, web-search savings, thread memory.
mcpmeasured growthOpen source ↗
Install
claude mcp add vibo-memory -- npx @vibo-dev/vibo-mcp1GitHub starsstable - 18Dormant
MCP server for AI agents to deploy tokens on Base. One command launch, earn OBSD forever.
mcpmeasured growthOpen source ↗
Install
claude mcp add obsd-launchpad -- npx obsd-launchpad-mcp1GitHub starsstable - 19Dormant
TeliTask MCP server — manage contacts, tasks, and calls from AI assistants
mcpmeasured growthOpen source ↗
Install
claude mcp add telitask-mcp -- npx @telitask/mcp-server1GitHub starsstable - 20Active
I Ching hexagram analysis and geographic feng shui for Taiwan locations
mcpmeasured growthOpen source ↗
Install
claude mcp add yiditu-mcp -- npx yiditu-mcp1GitHub starsstable - 21Dormant
Log parse, filter, analyze for AI agents
mcpmeasured growthOpen source ↗
Install
claude mcp add log -- npx @rog0x/mcp-log-tools1GitHub starsstable - 22Dormant
Real-world intelligence MCP — macroeconomics, climate, disasters, trade & aviation.
mcpmeasured growthOpen source ↗
Install
claude mcp add globalpulse-mcp -- npx globalpulse-mcp-server1GitHub starsstable - 23Active
Search the Podcast Index: podcasts, episodes, person appearances, trending, feed health.
mcpmeasured growthOpen source ↗
Install
claude mcp add podcastindex-mcp -- npx podcastindex-mcp1GitHub starsstable - 24Dormant
Unmarkdown
MCPThe document publishing layer for AI tools. Convert markdown to 6 destinations, 62 templates.
mcpmeasured growthOpen source ↗
Install
claude mcp add mcp-server -- npx @un-markdown/mcp-server1GitHub starsstable - 25Active
Voice Calls, SMS, and WhatsApp for Claude Code with cross-channel context sharing.
mcpmeasured growthOpen source ↗
Install
claude mcp add better-call-claude -- npx better-call-claude1GitHub starsstable