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
Persistent memory for AI agents. Remember, recall, and explore a shared knowledge graph.
mcpmeasured growthOpen source ↗
Install
claude mcp add memory -- npx @sharedmemory/mcp-server1GitHub starsstable - 2Active
Smarter Weather MCP: forecasts, alerts, outlooks, observations, AQI, grids, and map imagery.
mcpmeasured growthOpen source ↗
Install
claude mcp add weather -- npx @smarterweather/mcp-weather1GitHub starsstable - 3Dormant
The most complete Godot 4 MCP: secure sandbox, 40+ tools (projects–runtime), major MCP clients.
mcpmeasured growthOpen source ↗
Install
claude mcp add godot -- uvx godot-mcp-server1GitHub starsstable - 4Active
MCP server for ELMA365 API — app items, BPM tasks. 3 tools.
mcpmeasured growthOpen source ↗
Install
claude mcp add elma365-mcp -- npx @theyahia/elma365-mcp1GitHub starsstable - 5Dormant
MCP server for README.md generation from project metadata
mcpmeasured growthOpen source ↗
Install
claude mcp add readme -- npx readme-forge-mcp1GitHub starsstable - 6Active
AI code review — security, quality, performance. Learns your patterns. Receipted.
mcpmeasured growthOpen source ↗
Install
claude mcp add dingdawg-code-review -- npx dingdawg-code-review1GitHub starsstable - 7Dormant
MCP for Uranium NFT tools to mint, list, and manage digital assets on the permaweb.
mcpmeasured growthOpen source ↗
Install
claude mcp add uranium-mcp -- npx uranium-tools-mcp1GitHub starsstable - 8Dormant
Merchant trust verification for AI agents. One call = trust score, badge, and purchase safety.
mcpmeasured growthOpen source ↗
Install
claude mcp add otr-protocol -- npx @otr-protocol/mcp-server1GitHub starsstable - 9Active
MCP server for AI agents to manage multiple wallets with coordinated trading and batch operations on
mcpmeasured growthOpen source ↗
Install
claude mcp add base-multi-wallet-mcp -- npx base-multi-wallet-mcp1GitHub starsstable - 10Dormant
Provides access to the Eulerian Marketing Platform: analytics, attribution & data activation.
mcpmeasured growthOpen source ↗
Install
claude mcp add eulerian-marketing-platform-mcp -- uvx eulerian-marketing-platform1GitHub starsstable - 11Active
MCP server for Dynadot domain registrar — domain search, registration, DNS, and transfers
mcpmeasured growthOpen source ↗
Install
claude mcp add dynadot -- npx dynadot-mcp1GitHub starsstable - 12Active
Query Magic: The Gathering cards, sets, and prices and manage your I Want My MTG collection.
mcpmeasured growthOpen source ↗
Install
claude mcp add iwantmymtg-mcp -- npx iwantmymtg-mcp1GitHub starsstable - 13Active
Animated b-roll overlays for short-form video. Paste a script, get an mp4. Free, MIT, local.
mcpmeasured growthOpen source ↗
Install
claude mcp add video-overlay-kit -- npx @alichherawalla/video-overlay-kit1GitHub starsstable - 14Dormant
MCP Server for Optics Design System documentation and token usage.
mcpmeasured growthOpen source ↗
Install
claude mcp add optics-mcp -- npx optics-mcp1GitHub starsstable - 15Active
Score any public GitHub repo 0-100 against the commit.show audit rubric.
mcpmeasured growthOpen source ↗
Install
claude mcp add audit -- npx commitshow-mcp1GitHub starsstable - 16Dormant
Figma MCP server for AI agents. 9 tools: design context, variables, screenshots, and FigJam.
mcpmeasured growthOpen source ↗
Install
claude mcp add Figma-Context-MCP-AIR -- npx figma-context-mcp-air1GitHub starsstable - 17Active
MCP server for NomaCMS. Manage collections, fields, content, assets, and webhooks via AI agents.
mcpmeasured growthOpen source ↗
Install
claude mcp add nomacms-mcp-server -- npx @nomacms/mcp-server1GitHub starsstable - 18Dormant
MCP server for Target - search products, manage cart, track orders
mcpmeasured growthOpen source ↗
Install
claude mcp add target -- npx @striderlabs/mcp-target1GitHub starsstable - 19Active
Connect AI agents to iTechSmart UAIO, ProofLink verification, and autonomous IT operations.
mcpmeasured growthOpen source ↗
Install
claude mcp add mcp-server -- npx @itechsmart/mcp-server1GitHub starsstable - 20Active
MCP server for Kaiten API — cards, boards. 3 tools.
mcpmeasured growthOpen source ↗
Install
claude mcp add kaiten-mcp -- npx @theyahia/kaiten-mcp1GitHub starsstable - 21Active
Serveur MCP des API officielles France Travail : offres d'emploi, ROME 4.0 et ROMEO.
mcpmeasured growthOpen source ↗
Install
claude mcp add france-travail-mcp -- npx france-travail-mcp1GitHub starsstable - 22Dormant
MCP server that gives AI agents dynamic network chaos control over Playwright browser sessions
mcpmeasured growthOpen source ↗
Install
claude mcp add playwright-network-chaos-mcp -- npx playwright-network-chaos-mcp1GitHub starsstable - 23Dormant
Docker container management and Dockerfile analysis
mcpmeasured growthOpen source ↗
Install
claude mcp add docker -- npx @rog0x/mcp-docker-tools1GitHub starsstable - 24Active
AI2Human
MCPDispatch human-execution tasks with proof verification, local checks, and compliance reviews.
mcpmeasured growthOpen source ↗
Install
claude mcp add ai2human-mcp -- uvx ai2human-mcp1GitHub starsstable - 25Dormant
PDF Reader
MCPMCP server for extracting text, images, tables, links, annotations, and metadata from PDF files.
mcpmeasured growthOpen source ↗
Install
claude mcp add pdf-reader-mcp -- uvx pdf-insight-mcp1GitHub starsstable