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.
- 1Dormant
Generate HTML meta tags and Open Graph metadata
mcpmeasured growthOpen source ↗
Install
claude mcp add meta-forge-mcp -- npx meta-forge-mcp1GitHub starsstable - 2Dormant
AI-powered meme token launch service on Solana/pump.fun with bundled buys and Jito speed
mcpmeasured growthOpen source ↗
Install
claude mcp add megalaunch-mcp -- npx megalaunch-mcp1GitHub starsstable - 3Active
29 MCP tools for IPL 2026, IPL historical (18 seasons), and Major League Cricket. No API key.
mcpmeasured growthOpen source ↗
Install
claude mcp add cricketstudio-mcp -- npx cricketstudio-mcp1GitHub starsstable - 4Active
Detect fabrication and hallucination in any LLM output. 30+ models supported.
mcpmeasured growthOpen source ↗
Install
claude mcp add mcp-server -- npx @arkheia/mcp-server1GitHub starsstable - 5Dormant
Scans AI-generated code for invisible Unicode, Trojan Source, and supply-chain threats.
mcpmeasured growthOpen source ↗
Install
claude mcp add codesafer -- npx cleaner-code1GitHub starsstable - 6Active
MCP server for the VesselAPI — maritime vessel tracking, port events, emissions, and navigation data
mcpmeasured growthOpen source ↗
Install
claude mcp add vesselapi-mcp -- npx vesselapi-mcp1GitHub starsstable - 7Dormant
MCP Server for Slima - AI Writing IDE for Novel Authors with AI Beta Reader.
mcpmeasured growthOpen source ↗
Install
claude mcp add slima -- npx slima-mcp1GitHub starsstable - 8Dormant
Obsidian MCP
MCPTurns Obsidian vaults into AI-queryable knowledge graphs with 12 tools
mcpmeasured growthOpen source ↗
Install
claude mcp add obsidian-mcp -- npx @smammadov/obsidian-mcp1GitHub starsstable - 9Active
AI NPCs with persistent memory for game studios. NPC CRUD, dialogue, voice. Stdio or remote SSE.
mcpmeasured growthOpen source ↗
Install
claude mcp add ainpc-cli -- npx ainpc-cli1GitHub starsstable - 10Dormant
Contribute, challenge, verify, and query contestable public records on Veritas Acta.
mcpmeasured growthOpen source ↗
Install
claude mcp add acta-mcp -- npx acta-mcp1GitHub starsstable - 11Active
Simple Language MCP server — code intelligence, debugging, build, test, and VCS tools
mcpmeasured growthOpen source ↗
Install
claude mcp add simple-mcp-server -- npx @simple-lang/mcp-server1GitHub starsstable - 12Dormant
MCP server for describing and invoking gRPC methods
mcpmeasured growthOpen source ↗
Install
claude mcp add grpc-invoke-mcp -- npx @grulex/grpc-invoke-mcp1GitHub starsstable - 13Active
Publish, schedule, and manage social media across 11 platforms via MCP.
mcpmeasured growthOpen source ↗
Install
claude mcp add bulkpublish -- npx @bulkpublish/mcp-server1GitHub starsstable - 14Active
Tactual
MCPScreen-reader navigation cost analyzer. Scores AT user effort to find, reach, and operate content.
mcpmeasured growthOpen source ↗
Install
claude mcp add tactual -- npx tactual1GitHub starsstable - 15Dormant
Wine pairing intelligence with 7 tools. Deterministic scoring, sommelier-calibrated.
mcpmeasured growthOpen source ↗
Install
claude mcp add mcp-server -- npx @sommelierx/mcp-server1GitHub starsstable - 16Active
I Ching hexagram analysis and geographic feng shui for Taiwan locations
mcpmeasured growthOpen source ↗
Install
claude mcp add yiditu-mcp -- npx yiditu-mcp1GitHub starsstable - 17Active
ShipPage
MCPPublish HTML or Markdown to a public URL in one call. Zero config, auto-registers on first use.
mcpmeasured growthOpen source ↗
Install
claude mcp add shippage -- npx shippage-mcp1GitHub starsstable - 18Active
Structured-output enforcer: extract and validate JSON from messy LLM text.
mcpmeasured growthOpen source ↗
Install
claude mcp add agentcast -- npx @mukundakatta/agentcast-mcp1GitHub starsstable - 19Dormant
AI image generation and editing with Google Gemini. Structured JSON editing.
mcpmeasured growthOpen source ↗
Install
claude mcp add gemini-image-studio -- npx gemini-image-studio-mcp1GitHub starsstable - 20Dormant
Connect AI agents to energy infrastructure. Dispatch, attest carbon, read meters.
mcpmeasured growthOpen source ↗
Install
claude mcp add energyatit -- npx energyatit-mcp-server1GitHub starsstable - 21Active
Italian e-invoicing: FatturaPA XML/SDI, XSD v1.2.3, Specs 1.9.1, 43 tools. Signing, SDI, archiving.
mcpmeasured growthOpen source ↗
Install
claude mcp add mcp-fattura-elettronica-it -- uvx mcp-fattura-elettronica-it1GitHub starsstable - 22Active
Persistent, expiring, importance-graded sticky notes for Claude Code.
mcpmeasured growthOpen source ↗
Install
claude mcp add stickies -- npx stickies-mcp1GitHub starsstable - 23Dormant
MCP server for cron expression parsing, validation, and scheduling.
mcpmeasured growthOpen source ↗
Install
claude mcp add cron -- npx cron-forge-mcp1GitHub starsstable - 24Active
Track DSA/LeetCode practice with spaced repetition, ships with NeetCode 150.
mcpmeasured growthOpen source ↗
Install
claude mcp add dsa-tracker-mcp-server -- uvx dsa-tracker-mcp1GitHub starsstable - 25Active
Query Inbin's parsed email events (newsletters, invoices, alerts) as typed JSON tools.
mcpmeasured growthOpen source ↗
Install
claude mcp add inbin -- npx @inbin/mcp1GitHub starsstable