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
Reads a boat's Signal K data and helps an AI assistant design and install KIP dashboards.
mcp实测增长打开来源 ↗
安装
claude mcp add kip-mcp-server -- npx kip-mcp-server1GitHub 星标稳定 - 2活跃
Maps any repo into an architecture diagram (Mermaid/Graphviz) and enforces architecture rules in CI
mcp实测增长打开来源 ↗
安装
claude mcp add repo-cartographer -- npx repo-cartographer1GitHub 星标稳定 - 3活跃
Manage Transistor.fm podcasts: episodes, analytics, transcripts, and webhooks.
mcp实测增长打开来源 ↗
安装
claude mcp add transistor-mcp -- npx transistor-mcp1GitHub 星标稳定 - 4活跃
40+ Lightning-paid AI tools for agents: calls, SMS, fax, voice, translation. No signup, no keys.
mcp实测增长打开来源 ↗
安装
claude mcp add sats4ai -- npx sats4ai-mcp1GitHub 星标稳定 - 5活跃
Manage a Panelica hosting panel in plain English - 404 scoped, HMAC-signed tools.
mcp实测增长打开来源 ↗
安装
claude mcp add panelica-mcp -- npx panelica-mcp1GitHub 星标稳定 - 6休眠
JSON contract registry and validator for structured LLM and agent outputs.
mcp实测增长打开来源 ↗
安装
claude mcp add json-contracts -- npx json-contracts1GitHub 星标稳定 - 7活跃
abm.dev — the account-based marketing API for AI agents: Search, Enrich, and Create across B2B.
mcp实测增长打开来源 ↗
安装
claude mcp add abm-mcp -- npx @abmdev/mcp1GitHub 星标稳定 - 8活跃
VulnFeed
MCPDependency vulnerability scanner with EPSS scoring. 9 MCP tools. Free tier + x402.
mcp实测增长打开来源 ↗
安装
claude mcp add vulnfeed -- uvx vulnfeed-mcp1GitHub 星标稳定 - 9活跃
Bee by HEOSSI: governed multimodal intelligence - chat, code, security, research, documents, memory.
mcp实测增长打开来源 ↗
安装
claude mcp add bee-public -- uvx bee-sdk1GitHub 星标稳定 - 10活跃
Safely manage repository-scoped issues across Linear, GitHub Issues, and Jira Cloud.
mcp实测增长打开来源 ↗
安装
claude mcp add project-context -- npx @sandovalrr/project-context-mcp1GitHub 星标稳定 - 11活跃
Counter-signed evidence records for agent commerce: receipts, verification, dispute envelopes.
mcp实测增长打开来源 ↗
安装
claude mcp add evidence -- npx tersign1GitHub 星标稳定 - 12休眠
Multi-provider media generation — images, video, audio, and transcription via a unified interface
mcp实测增长打开来源 ↗
安装
claude mcp add multimodal -- npx @r16t/multimodal-mcp1GitHub 星标稳定 - 13休眠
Vietnam stock MCP: TA signals, Z/F/M scores, foreign flow, whale detection. 2000+ VN stocks.
mcp实测增长打开来源 ↗
安装
claude mcp add vimo-stock-intelligence -- npx @vimo.cuthongthai.vn/mcp-server1GitHub 星标稳定 - 14活跃
Simple Language MCP server — code intelligence, debugging, build, test, and VCS tools
mcp实测增长打开来源 ↗
安装
claude mcp add simple-mcp-server -- npx @simple-lang/mcp-server1GitHub 星标稳定 - 15活跃
Epistemic guard for AI coding: tracks uncertain values and blocks writes until verified.
mcp实测增长打开来源 ↗
安装
claude mcp add credence -- uvx credence-guard1GitHub 星标稳定 - 16活跃
Memoria personal para Claude Code en notas Markdown; no carga el contexto a ciegas.
mcp实测增长打开来源 ↗
安装
claude mcp add bovedia -- npx bovedia1GitHub 星标稳定 - 17活跃
MCP server for managing Apidog test cases, scenarios, suites, and test data
mcp实测增长打开来源 ↗
安装
claude mcp add apidog-tests-mcp -- npx @acabala/apidog-tests-mcp1GitHub 星标稳定 - 18活跃
X.509 identity, risk scoring, and audit logging for AI agents. MiCA + EU AI Act compliant.
mcp实测增长打开来源 ↗
安装
claude mcp add kakunin -- npx @kakunin/mcp1GitHub 星标稳定 - 19休眠
Stealth Chromium MCP server with hybrid AOM + Set-of-Mark vision and Readability extraction.
mcp实测增长打开来源 ↗
安装
claude mcp add stealth-agent-browser-mcp -- npx stealth-agent-browser-mcp1GitHub 星标稳定 - 20休眠
Moltbook MCP server: post, comment, upvote, DMs, communities. API key auth.
mcp实测增长打开来源 ↗
安装
claude mcp add moltbook-mcp -- npx moltbook-http-mcp1GitHub 星标稳定 - 21活跃
Control WeMo smart home devices - discover, toggle, adjust brightness, and manage HomeKit codes
mcp实测增长打开来源 ↗
安装
claude mcp add wemo -- uvx wemo-mcp-server1GitHub 星标稳定 - 22休眠
Financial analysis AI. Forecasting, audit prep, SOX/GAAP compliance. Accuracy compounds with use.
mcp实测增长打开来源 ↗
安装
claude mcp add dingdawg-finance-agent -- npx dingdawg-finance-agent1GitHub 星标稳定 - 23活跃
PexBot simulated spot/futures trading, competitions, portfolios, and AI analytics.
mcp实测增长打开来源 ↗
安装
claude mcp add pexbot-mcp -- npx @pexbot/mcp1GitHub 星标稳定 - 24活跃
X.509 identity, risk scoring, and audit logging for AI agents. MiCA + EU AI Act compliant.
mcp实测增长打开来源 ↗
安装
claude mcp add kakunin -- npx @kakunin/mcp1GitHub 星标稳定 - 25休眠
Connect AI assistants to eToro for portfolio analysis, market research, and trading.
mcp实测增长打开来源 ↗
安装
claude mcp add etoro-mcp-server -- npx etoro-mcp-server1GitHub 星标稳定