工具说明为英文。
技术工具雷达: Agents, skills and MCP
雷达筛选条件
近期变化
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.
测量周期：2026-09-05 至 2026-09-12
工具排名
按实测增长排序，并在不同来源间归一化。 原始值保留各自的数据窗口；计算变化需要 7 天内至少两次测量。
- 1活跃
MCP control plane: local server discovery, profiles, capability bundles, and policy audits.
mcp实测增长打开来源 ↗
安装
claude mcp add ellmos-controlcenter-mcp -- npx ellmos-controlcenter-mcp1GitHub 星标稳定 - 2活跃
Groupon deals for Claude — search and browse local, goods, and travel deals
mcp实测增长打开来源 ↗
安装
claude mcp add groupon-mcp -- npx groupon-mcp1GitHub 星标稳定 - 3休眠
Reputation scoring for AI agent wallets on Base. Trust scores, fraud checks, x402.
mcp实测增长打开来源 ↗
安装
claude mcp add djd-agent-score -- npx djd-agent-score-mcp1GitHub 星标稳定 - 4活跃
AI video clipping MCP: long videos and podcasts into scored, captioned 9:16 shorts.
mcp实测增长打开来源 ↗
安装
claude mcp add katto-mcp -- npx katto-mcp1GitHub 星标稳定 - 5活跃
footnote-mcp
MCPSource-grounded web research: search, extraction, verification, and browser automation.
mcp实测增长打开来源 ↗
安装
claude mcp add footnote-mcp -- uvx footnote-mcp1GitHub 星标稳定 - 6休眠
Google Ads
MCPMCP server for Google Ads — 22 tools for spend diagnosis, impression share, and asset performance.
mcp实测增长打开来源 ↗
安装
claude mcp add google-ads-mcp -- npx @zleventer/google-ads-mcp1GitHub 星标稳定 - 7活跃
Auto-pay MCP for the TWZRD Trust API: free preflight + x402-paid Solana trust intel
mcp实测增长打开来源 ↗
安装
claude mcp add twzrd-mcp -- uvx twzrd-mcp1GitHub 星标稳定 - 8活跃
Search Viator tours and activities — products, availability, attractions, destinations.
mcp实测增长打开来源 ↗
安装
claude mcp add viator-mcp -- npx @chrischall/viator-mcp1GitHub 星标稳定 - 9活跃
Google Classroom via gogcli for Claude — courses, assignments, submissions, grading
mcp实测增长打开来源 ↗
安装
claude mcp add gogcli-mcp-classroom -- npx gogcli-mcp-classroom1GitHub 星标稳定 - 10休眠
Code Index
MCPSQLite-backed hybrid (vector + FTS) code search index for Claude Code over MCP.
mcp实测增长打开来源 ↗
安装
claude mcp add code-index -- uvx mcp-code-index1GitHub 星标稳定 - 11休眠
Developer logbook MCP server. Notes, TODOs, standups, decisions, debug sessions, reminders.
mcp实测增长打开来源 ↗
安装
claude mcp add logbook-mcp -- npx @cocaxcode/logbook-mcp1GitHub 星标稳定 - 12休眠
Query live prop firm discount codes, compare firms, and find cheapest funded trading challenges.
mcp实测增长打开来源 ↗
安装
claude mcp add propfirmdealfinder -- npx propfirmdealfinder-mcp-server1GitHub 星标稳定 - 13活跃
Trace AI agent execution: every tool call, every error, every dollar. Open source, local-first.
mcp实测增长打开来源 ↗
安装
claude mcp add agent-observability -- npx agent-obs1GitHub 星标稳定 - 14活跃
MeltFlex AI
MCPAI interior design — restyle rooms, place furniture, and virtually stage spaces from a photo.
mcp实测增长打开来源 ↗
安装
claude mcp add meltflex -- npx meltflex-mcp1GitHub 星标稳定 - 15休眠
Find SaaS ideas worth building. Revenue data, growth signals and pain points from 10+ sources.
mcp实测增长打开来源 ↗
安装
claude mcp add foundersignal -- npx foundersignal-mcp1GitHub 星标稳定 - 16活跃
세일프라자 AI 사자왕 Bㅏ이킹의 핫딜 시맨틱 검색 서버. 쿠팡, 알리익스프레스, 11번가, G마켓 등 국내외 방대한 초특가/핫딜 정보를 시맨틱 검색으로 제공합니다.
mcp实测增长打开来源 ↗
安装
claude mcp add buyking-mcp -- npx buyking-mcp1GitHub 星标稳定 - 17活跃
Send emails, manage campaigns, subscribers, and templates from MisarMail.
mcp实测增长打开来源 ↗
安装
claude mcp add misarmail-mcp -- npx @misarmail/mcp1GitHub 星标稳定 - 18活跃
repoctx
MCPLocal-first code context, impact analysis, and merge-readiness verdicts for AI agents.
mcp实测增长打开来源 ↗
安装
claude mcp add repoctx -- npx @nugehs/repoctx1GitHub 星标稳定 - 19活跃
Persistent memory for AI coding agents — past bugs, decisions, and your corrections, in your repo.
mcp实测增长打开来源 ↗
安装
claude mcp add project-memory-mcp -- npx @kaaustubh/project-memory-mcp1GitHub 星标稳定 - 20活跃
Evipedia
MCPMCP Server for evipedia.ai — evidence-based reviews of health & longevity interventions
mcp实测增长打开来源 ↗
安装
claude mcp add evipedia-mcp -- npx evipedia-mcp1GitHub 星标稳定 - 21活跃
Booboo
MCPQuery your AI system's wiring, knowledge, memory, agents and crons as one rooted graph over MCP.
mcp实测增长打开来源 ↗
安装
claude mcp add booboo -- npx @booboo-brain/cli1GitHub 星标稳定 - 22活跃
Pre-spend x402 reputation from observed behavior, plus portable signed V6 receipts.
mcp实测增长打开来源 ↗
安装
claude mcp add twzrd-agent-intel -- uvx twzrd-agent-intel1GitHub 星标稳定 - 23活跃
Browser control + session recording MCP for AI coding agents (Claude Code, Cursor) — real Chrome.
mcp实测增长打开来源 ↗
安装
claude mcp add thinkrun -- npx @thinkrun/mcp1GitHub 星标稳定 - 24活跃
WaveXisMCP
MCP220 browser automation tools for Chrome, Edge, and Firefox via CDP + BiDi. 100% Python.
mcp实测增长打开来源 ↗
安装
claude mcp add wavexis-mcp -- uvx wavexis-mcp1GitHub 星标稳定 - 25活跃
Risk regime + treasury for AI agents on Base: free regime reads, signed attestations, idle USDC.
mcp实测增长打开来源 ↗
安装
claude mcp add gblin-treasury-risk-regime -- npx @gblin-protocol/mcp-server1GitHub 星标稳定