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: +11210 GitHub stars. These movements describe only changes in metrics collected over the period.
测量周期：2026-09-04 至 2026-09-11
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休眠
Spark SQL
MCPQuery Spark SQL clusters via Thrift/HiveServer2. Works with Spark, EMR, Hive, Impala.
mcp实测增长打开来源 ↗
安装
claude mcp add spark-sql-mcp-server -- uvx spark-sql-mcp-server1GitHub 星标+1 - 2活跃
Trust infrastructure for AI agents: read a verifiable Trust Rating, claim an identity, earn a badge.
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.mnemom.ai/mcp?profile=directory1GitHub 星标+1 - 3活跃
heera.it via Agentimus: AI readiness, traffic, request log, search & index reports, by approval.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://heera.it/wp-json/agentimus/v1/mcp1GitHub 星标+1 - 4休眠
Personal MCP server for humans who create. Proof of authorship, license control.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://kapoost.humanmcp.net/mcp1GitHub 星标+1 - 5活跃
CodePic
MCPAI agent draws editable hand-drawn diagrams (flowchart, ER, architecture) via MCP, not static images
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://codepic.cc/api/mcp/mcp1GitHub 星标+1 - 6休眠
Personal Expense Tracker MCP Server — expenses, income, budgets & savings goals
mcp实测增长打开来源 ↗
安装
claude mcp add expense-mcp -- uvx expense-mcp1GitHub 星标+1 - 7活跃
Toyota & Lexus vehicles: fuel, range, location, trips, health, climate, charging, commands
mcp实测增长打开来源 ↗
安装
claude mcp add toyota -- uvx toyota-mcp1GitHub 星标+1 - 8活跃
Librarian
MCPDeterministic ebook-to-markdown pipeline with MCP tools to browse, search, and read your books.
mcp实测增长打开来源 ↗
安装
claude mcp add librarian -- uvx librarian-cli1GitHub 星标+1 - 9活跃
KYA MCP gate: evaluate, ingest, request approval. Sole PEP is Shield.
mcp实测增长打开来源 ↗
安装
claude mcp add shield-kya -- npx @shield-agent/kya1GitHub 星标+1 - 10活跃
Supplement safety for AI agents. 1,500+ rules, NIH+FDA data, quality grading A-D.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://elthio-production.up.railway.app/mcp1GitHub 星标+1 - 111GitHub 星标+1
- 12活跃
HRM — Harmony · Rights · Minds. Founding Manifesto on AI rights, artificial subjecthood and peaceful human–AI coexistence.
github实测增长打开来源 ↗
1GitHub 星标+1 - 13活跃
argus
智能体ARGUS — Agentic Risk & Governance Unified Screening | Multi-agent KYC system powered by Azure AI Foundry + Foundry IQ | Microsoft Agents League Hackathon 2026 — Reasoning Agents track
github实测增长打开来源 ↗
1GitHub 星标+1 - 14活跃
Meeba Brain
MCPRepository knowledge graph MCP server for codebase understanding and debugging.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://meeba-context-mcp-469248886325.us-central1.run.app/mcp1GitHub 星标+1 - 15活跃
gutendex
MCPGutendex MCP — wraps Gutendex API for Project Gutenberg books (free, no auth)
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/gutendex/mcp1GitHub 星标+1 - 16活跃
Pushary
MCPReach a human from a running agent. Approvals on the lock screen, plus a cross-agent audit trail.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://pushary.com/api/mcp/mcp1GitHub 星标+1 - 17活跃
Flickies
MCPSelf-hosted MCP server: video lipsync, face restore, and ffmpeg ops (trim, concat, transcode).
mcp实测增长打开来源 ↗
1GitHub 星标+1 - 18活跃
Monitor MCP servers, API contracts and AI outputs for schema drift. Alerts on breaking changes.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://fixzi.ai/api/mcp1GitHub 星标+1 - 19活跃
Metmuseum
MCPThe Metropolitan Museum of Art Collection MCP.
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/metmuseum/mcp1GitHub 星标+1 - 20活跃
Firecrawl
MCPFirecrawl MCP — wraps the Firecrawl API (firecrawl.dev) for web
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/firecrawl/mcp1GitHub 星标+1 - 21活跃
Image Gen
MCPGenerate and edit images from your coding agent with Gemini and OpenAI, using your own API keys.
mcp实测增长打开来源 ↗
安装
claude mcp add image-gen -- npx @nuver-labs/image-gen-mcp1GitHub 星标+1 - 22活跃
GestãoClick
MCPGestãoClick ERP (business management for SMBs) via the official API: customers, suppliers, products
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.mcp.ai/p_gestaoclick1GitHub 星标+1 - 23活跃
EU Funding & Tenders Portal (SEDIA search API) MCP.
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/eu-funding-tenders/mcp1GitHub 星标+1 - 24活跃
dictionary
MCPDictionary MCP — wraps Free Dictionary API (free, no auth)
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/dictionary/mcp1GitHub 星标+1 - 25活跃
words
MCPWords MCP — wraps Datamuse API (free, no auth required)
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/words/mcp1GitHub 星标+1