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
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 - 2活跃
timesheet.io MCP server - manage timers, projects, tasks and reports
mcp实测增长打开来源 ↗
安装
claude mcp add timesheet-mcp -- npx @timesheet/mcp1GitHub 星标稳定 - 3活跃
Cross-project knowledge graph for MCP — map features across mobile, backend, and admin codebases.
mcp实测增长打开来源 ↗
安装
claude mcp add project-knowledge-mcp -- npx project-knowledge-mcp1GitHub 星标稳定 - 4活跃
Zero-knowledge encrypted storage for humans and AI agents. Client-side AES-256-GCM, EU-hosted.
mcp实测增长打开来源 ↗
安装
claude mcp add bitatlas -- npx @bitatlas/mcp-server1GitHub 星标稳定 - 5活跃
LLM pricing oracle — model lookup, cost estimation, and comparison via LiteLLM
mcp实测增长打开来源 ↗
安装
claude mcp add tokencost-dev -- npx tokencost-dev1GitHub 星标稳定 - 6活跃
Coldrig — cold-email infra run by your agent: 28 MCP tools, live sending, free sandbox. $99/mo.
mcp实测增长打开来源 ↗
安装
claude mcp add agent-cold-email -- npx agent-cold-email1GitHub 星标稳定 - 7休眠
MCP server for Yandex Direct API v5 — campaigns, ads, keywords, bids, audiences
mcp实测增长打开来源 ↗
安装
claude mcp add yandex-direct -- uvx mcp-server-yandex-direct1GitHub 星标稳定 - 8休眠
Magnifica Humanitas (Leo XIV, 2026): navigate 245 paragraphs, sections, and footnotes.
mcp实测增长打开来源 ↗
安装
claude mcp add magnifica-humanitas-mcp -- npx magnifica-humanitas-mcp1GitHub 星标稳定 - 9休眠
Search and retrieve agent instruction files: system prompts, skills, workflows, and safety filters.
mcp实测增长打开来源 ↗
安装
claude mcp add openclaw-registry -- npx agentbase-mcp1GitHub 星标稳定 - 10活跃
Industrial-AIOps energy edition: IEC-104/DNP3/IEC-61850 read-only OT connectors on iaiops.core.
mcp实测增长打开来源 ↗
安装
claude mcp add iaiops-energy -- uvx iaiops-energy1GitHub 星标稳定 - 11休眠
Website safety and trust analysis. Verify domain reputation and detect phishing with GridinSoft.
mcp实测增长打开来源 ↗
安装
claude mcp add inspector -- npx @gridinsoft/mcp-inspector1GitHub 星标稳定 - 12活跃
Linters check your code. Invigil checks whether your repo is legible — to newcomers and AI agents.
mcp实测增长打开来源 ↗
安装
claude mcp add invigil -- uvx invigil1GitHub 星标稳定 - 13活跃
BT Ops MCP
MCPSecure MCP server for BT Panel operations with scoped permissions and audited writes.
mcp实测增长打开来源 ↗
安装
claude mcp add bt-ops-mcp-server -- npx bt-ops-mcp-server1GitHub 星标稳定 - 14活跃
MCP server for XRPL identity: DIDs, credentials, signer lists, and safe transaction workflows.
mcp实测增长打开来源 ↗
安装
claude mcp add xrpl-identity-mcp -- npx xrpl-identity-mcp1GitHub 星标稳定 - 15活跃
Singapore property & financial data APIs for AI agents. 27 MCP tools. x402 micropayments.
mcp实测增长打开来源 ↗
安装
claude mcp add bounty-api -- npx bountyapi-mcp1GitHub 星标稳定 - 16休眠
Live status, API pricing and rate limits for ChatGPT, Claude, Gemini, Cursor and 42+ AI tools.
mcp实测增长打开来源 ↗
安装
claude mcp add tickerr -- npx tickerr-mcp1GitHub 星标稳定 - 17活跃
Encrypted local ledger of structured user state, shared across every MCP-aware AI tool.
mcp实测增长打开来源 ↗
安装
claude mcp add usrcp -- npx usrcp1GitHub 星标稳定 - 18活跃
Live football scores, match summaries, and fan clip links from Vublox. No API key required.
mcp实测增长打开来源 ↗
安装
claude mcp add sports -- npx @vublox/agent-tools1GitHub 星标稳定 - 19活跃
Free, agent-first social-post metrics — a post URL in, views/likes/comments out.
mcp实测增长打开来源 ↗
安装
claude mcp add pulse-mcp -- npx pulse-mcp1GitHub 星标稳定 - 20活跃
Track DSA/LeetCode practice with spaced repetition, ships with NeetCode 150.
mcp实测增长打开来源 ↗
安装
claude mcp add dsa-tracker-mcp-server -- uvx dsa-tracker-mcp1GitHub 星标稳定 - 21活跃
Italian e-invoicing: FatturaPA XML/SDI, XSD v1.2.3, Specs 1.9.1, 43 tools. Signing, SDI, archiving.
mcp实测增长打开来源 ↗
安装
claude mcp add mcp-fattura-elettronica-it -- uvx mcp-fattura-elettronica-it1GitHub 星标稳定 - 22休眠
MCP server for LocalStack AWS services, enabling AI agents to interact with local AWS infra.
mcp实测增长打开来源 ↗
安装
claude mcp add localstack -- npx @giovane.martins/localstack1GitHub 星标稳定 - 23活跃
Structured-output enforcer: extract and validate JSON from messy LLM text.
mcp实测增长打开来源 ↗
安装
claude mcp add agentcast -- npx @mukundakatta/agentcast-mcp1GitHub 星标稳定 - 24活跃
AI NPCs with persistent memory for game studios. NPC CRUD, dialogue, voice. Stdio or remote SSE.
mcp实测增长打开来源 ↗
安装
claude mcp add ainpc-cli -- npx ainpc-cli1GitHub 星标稳定 - 25活跃
MCP server for the VesselAPI — maritime vessel tracking, port events, emissions, and navigation data
mcp实测增长打开来源 ↗
安装
claude mcp add vesselapi-mcp -- npx vesselapi-mcp1GitHub 星标稳定