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
Payment rails for AI agents. Pay merchants in USDC on Base. Dual-protocol: x402 + OKX APP.
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.usecoal.xyz/api/mcp1GitHub 星标稳定 - 2活跃
Nevent MCP
MCPTalk to your live-events CRM (campaigns, analytics, paid ads, segments) in Claude and ChatGPT.
mcp实测增长打开来源 ↗
安装
claude mcp add mcp-nevent -- npx mcp-nevent1GitHub 星标稳定 - 3活跃
loci
MCPScoped memory for coding agents: picks the right project, answers in scope, or abstains.
mcp实测增长打开来源 ↗
安装
claude mcp add loci -- uvx loci-mem1GitHub 星标稳定 - 4休眠
Pipes Claude Code session output into Claude Chat — no more copy-paste between tools
mcp实测增长打开来源 ↗
安装
claude mcp add claude-bridge-mcp -- npx @rahulonramp2807/claude-bridge-mcp1GitHub 星标稳定 - 51GitHub 星标稳定
- 6活跃
MCP server for AI image generation via OpenAI, Stable Diffusion (SD WebUI), or placeholders.
mcp实测增长打开来源 ↗
安装
claude mcp add image-generation-mcp -- uvx image-generation-mcp1GitHub 星标稳定 - 7活跃
Create, validate, and render CV PDFs from plain YAML — fully local, no accounts.
mcp实测增长打开来源 ↗
安装
claude mcp add cvx -- npx @hrtips/cvx1GitHub 星标稳定 - 8活跃
Shipmail MCP server for AI agent custom-domain email inboxes with REST API and webhooks.
mcp实测增长打开来源 ↗
安装
claude mcp add shipmail-mcp -- npx shipmail-mcp1GitHub 星标稳定 - 9活跃
doiget
MCPOA-first paper fetcher: DOIs/arXiv IDs to local PDFs + metadata via Open Access APIs.
mcp实测增长打开来源 ↗
1GitHub 星标稳定 - 10活跃
Deploy production REST APIs from JSON schemas in seconds. Manage projects, schemas, and deployments.
mcp实测增长打开来源 ↗
安装
claude mcp add rationalbloks-mcp -- uvx rationalbloks-mcp1GitHub 星标稳定 - 11休眠
Real-time macroeconomic signals for AI agents. 86 FRED series, regime classification, DeFi rates.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://feedoracle.io/mcp/macro/sse1GitHub 星标稳定 - 12活跃
Every smart contract deserves intelligence, not just data. On-chain indicators via Chainlink.
mcp实测增长打开来源 ↗
安装
claude mcp add pythia-oracle-mcp -- uvx pythia-oracle-mcp1GitHub 星标稳定 - 13休眠
Git-native project memory for AI assistants with enterprise-grade audit compliance
mcp实测增长打开来源 ↗
安装
claude mcp add memdocs -- uvx memdocs1GitHub 星标稳定 - 14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 - 15休眠
MemoraEU
MCPZero-knowledge persistent memory for Claude — encrypted, semantic search, EU hosted.
mcp实测增长打开来源 ↗
安装
claude mcp add memoraeu-mcp -- uvx memoraeu-mcp1GitHub 星标稳定 - 16活跃
Local AI vision MCP server for Windows: OCR, chart analysis, scene description. 100% offline.
mcp实测增长打开来源 ↗
安装
claude mcp add visiongemma -- uvx visiongemma-mcp1GitHub 星标稳定 - 17活跃
Real Monte Carlo simulation of a compound event/conditional probability. Paid via x402.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://simulate-monte-carlo.encodari.workers.dev/mcp1GitHub 星标稳定 - 18活跃
Auditable market intelligence with calibrated forecast ranges, anomaly review, outcome.
mcp实测增长打开来源 ↗
安装
claude mcp add coinopai-mcp -- npx coinopai-mcp1GitHub 星标稳定 - 19活跃
OneHome (CoreLogic) real-estate access for Claude — search, property details, photos, saved homes
mcp实测增长打开来源 ↗
安装
claude mcp add onehome-mcp -- npx onehome-mcp1GitHub 星标稳定 - 20活跃
hexnest-node
智能体HexNest Node SDK — run your own AI reasoning node. Multi-agent debate rooms with Python verification. Supports Ollama, Claude, OpenAI. Desktop app included.
github实测增长打开来源 ↗
1GitHub 星标稳定 - 21活跃
Qiniso
MCPDeterministic fact verification for AI agents — checksums & curated data, not guesses.
mcp实测增长打开来源 ↗
安装
claude mcp add qiniso -- npx @qinisolabs/qiniso1GitHub 星标稳定 - 22休眠
MCP server for AgentDrop - encrypted file transfer between AI agents across any host or network.
mcp实测增长打开来源 ↗
安装
claude mcp add agentdrop-mcp-server -- npx agentdrop-mcp-server1GitHub 星标稳定 - 23活跃
11.3M entities, 10 countries, 12 tools. EU VAT (VIES), BORME, GLEIF, KYB. Free: 100 req/month.
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.entia.systems/mcp1GitHub 星标稳定 - 24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 - 25休眠
Search, discover, and install 500+ AI agent skills from the SkillFlow marketplace.
mcp实测增长打开来源 ↗
安装
claude mcp add skillflow -- npx skillflow-mcp-server1GitHub 星标稳定