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
Google Tag Manager + read-only GA4 MCP server. Read-only by default, gated writes, audits.
mcp实测增长打开来源 ↗
安装
claude mcp add samarth-gtm-mcp -- npx samarth-gtm-mcp1GitHub 星标稳定 - 2活跃
MCP-first control plane for ProAgentStore agents and private instances.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://mcp.proagentstore.online/mcp1GitHub 星标稳定 - 31GitHub 星标稳定
- 4休眠
Multi-agent research system in a node-based architecture represented in a cyclic graph, made with LangGraph, Gemini, FastAPI & React Vite.
github实测增长打开来源 ↗
1GitHub 星标稳定 - 5活跃
Local stdio MCP server for cached, loop-aware JS/TypeScript diagnostics (Oxlint, tsc, Biome).
mcp实测增长打开来源 ↗
安装
claude mcp add signalint -- npx signalint-mcp1GitHub 星标稳定 - 6活跃
Sports Game Odds MCP — wraps the Sports Game Odds API (sportsgameodds.com)
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://gateway.pipeworx.io/sports-game-odds/mcp1GitHub 星标稳定 - 7活跃
Track prices & price history on any online shop, with alerts and an API
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://mcp.pricewatcha.com1GitHub 星标稳定 - 8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 - 9活跃
eonik
MCPRead brand, research, and performance facts; draft briefs. Never spends. You approve every cut.
mcp实测增长打开来源 ↗
安装
claude mcp add mcp -- npx eonik-mcp1GitHub 星标稳定 - 10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 - 11活跃
Exact-decimal double-entry for agents. Call MCP tools; do not do money math in tokens.
mcp实测增长打开来源 ↗
安装
claude mcp add ledger -- npx @eternal-roman/ledger-mcp1GitHub 星标稳定 - 12活跃
Votura Tours
MCPSearch AI-powered audio tours and points of interest by city. Walking, cycling, and driving tours.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://api.votura.app/functions/v1/app_a0630e492b_mcp1GitHub 星标稳定 - 13活跃
Signed settled outcomes (Polymarket, sports, Kalshi) + whale signals as agent tools, paid via x402.
mcp实测增长打开来源 ↗
安装
claude mcp add whale-data-mcp -- npx @predge/whale-data-mcp1GitHub 星标稳定 - 14活跃
Writing MCP
MCPMetadata-first fiction editing and reasoning tools for long-form writing projects.
mcp实测增长打开来源 ↗
安装
claude mcp add mcp-writing -- npx @hanna84/mcp-writing1GitHub 星标稳定 - 15休眠
Agent skill for devcontainer.json, the Dev Container spec, Features, Templates & tools (VS Code, Codespaces, Cursor, Zed, Podman).
github实测增长打开来源 ↗
安装
git clone https://github.com/afonsograca/devcontainers-best-practices ~/.claude/skills/devcontainers-best-practices1GitHub 星标稳定 - 16活跃
CogSession
MCPSession memory for AI coding agents: records decisions and dead ends, flags what went stale.
mcp实测增长打开来源 ↗
安装
claude mcp add cogsession -- uvx cogsession1GitHub 星标稳定 - 17活跃
Stat Ee
MCPStatistics Estonia (andmed.stat.ee) PxWeb MCP. Keyless.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://gateway.pipeworx.io/stat-ee/mcp1GitHub 星标稳定 - 18活跃
Polymarket smart-money analytics: whale leaderboard, wallet P&L, market consensus, live alerts
mcp实测增长打开来源 ↗
安装
claude mcp add orcalayer-mcp -- uvx orcalayer-mcp1GitHub 星标稳定 - 19活跃
StackExchange MCP — wraps the StackExchange API v2.3 (free, no auth required for read)
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://gateway.pipeworx.io/stackexchange/mcp1GitHub 星标稳定 - 20活跃
Wikidata SPARQL MCP — Wikidata Query Service
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://gateway.pipeworx.io/wikidata-sparql/mcp1GitHub 星标稳定 - 211GitHub 星标稳定
- 22活跃
Ted Eu
MCPTED MCP — Tenders Electronic Daily (EU public procurement)
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://gateway.pipeworx.io/ted-eu/mcp1GitHub 星标稳定 - 23活跃
FYI MCP
MCPFYI request management with tools for requests, authorities, correspondence, sync, and health.
mcp实测增长打开来源 ↗
1GitHub 星标稳定 - 24活跃
Personal collection of reusable Claude Code agentic skills, packaged as an installable plugin marketplace.
github实测增长打开来源 ↗
安装
/plugin marketplace add fabienjuif/agentic-skills1GitHub 星标稳定 - 25活跃
Read-only MCP server: query_logs over a structured JSONL incident log (Quellgeist triage).
mcp实测增长打开来源 ↗
安装
claude mcp add quellgeist-logs -- uvx quellgeist1GitHub 星标稳定