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, 3 are increasing, 15 are stable, and 2 are declining. OpenTrain has the largest measured increase: +1070 downloads over 7 days. The largest decline is for Respira WordPress MCP: -1178 downloads over 7 days. Measurements are unchanged for AWS MCP Server, AWS MCP Server, Amazon EKS MCP Server. These movements describe only changes in metrics collected over the period.
测量周期：2026-09-04 至 2026-09-10
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
Manage social media DMs and scheduled posts from your AI assistant, across 12 platforms.
mcp实测增长打开来源 ↗
安装
claude mcp add crmsolid-mcp -- npx @crmsolid/mcp-server4GitHub 星标+4 - 2活跃
Privacy-first, unofficial Fitbit MCP server for AI health, sleep, activity and heart-rate agents.
mcp实测增长打开来源 ↗
安装
claude mcp add fitbitmcp -- npx fitbit-mcp-unofficial4GitHub 星标+3 (+300.0 %) - 3活跃
Evidence-bound REW measurement, analysis, conservative EQ, DSP, and listening-test tools.
mcp实测增长打开来源 ↗
4GitHub 星标+3 (+300.0 %) - 4活跃
Local code graph for TypeScript, Python and Swift: who calls this, what breaks if I change it.
mcp实测增长打开来源 ↗
安装
claude mcp add sonde -- npx @cheppulabs/sonde3GitHub 星标+3 - 5活跃
MCP gateway federating 22 biomedical MCP servers behind one endpoint: gnomAD, ClinVar, HPO, VEP.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://genefoundry.org/mcp4GitHub 星标+2 (+100.0 %) - 6活跃
Mailbox
MCPSelf-hosted MCP server for unified IMAP/SMTP mailbox access: read, list, and send email.
mcp实测增长打开来源 ↗
4GitHub 星标+2 (+100.0 %) - 7活跃
Homebox home inventory: search, intake, warranties, attachments, locations, tags, QR labels
mcp实测增长打开来源 ↗
安装
claude mcp add homebox-mcp -- uvx homebox-mcp4GitHub 星标+2 (+100.0 %) - 8活跃
Photoshop MCP server: natural-language AI photo editing with your own Photoshop. AI orchestration.
mcp实测增长打开来源 ↗
安装
claude mcp add editmamei -- npx editmamei4GitHub 星标+2 (+100.0 %) - 9活跃
Read Proton Mail, extract bounded attachment text, and create explicitly confirmed drafts.
mcp实测增长打开来源 ↗
安装
claude mcp add proton-safe-mcp -- uvx proton-safe-mcp3GitHub 星标+2 (+200.0 %) - 10活跃
codeindex
MCPStructural code intelligence over MCP: symbols, callers, imports and blast radius, 40+ languages.
mcp实测增长打开来源 ↗
安装
claude mcp add codeindex -- npx @munhq/codeindex3GitHub 星标+2 (+200.0 %) - 11活跃
hyprdesk
智能体Orchestrate a team of AI coding agents on your desktop — a router-leader delegates to workers over a local MCP tunnel (A2A), with git-worktree isolation and merge-back, in a Tauri v2 IDE surface.
github实测增长打开来源 ↗
3GitHub 星标+2 (+200.0 %) - 12活跃
threadmesh
智能体Local workspaces for independent agent sessions: useful peer messages, opt-in Pi wakeups, and portable checkpoints.
github实测增长打开来源 ↗
3GitHub 星标+2 (+200.0 %) - 13活跃
Typed record store + hybrid search over MCP: deterministic lookups + semantic memory, per-customer.
mcp实测增长打开来源 ↗
安装
claude mcp add mcp-server -- npx @vectros-ai/mcp-server3GitHub 星标+2 (+200.0 %) - 14活跃
Control Krita through a secure local MCP server and authenticated Windows bridge.
mcp实测增长打开来源 ↗
安装
claude mcp add krita-codex-mcp -- uvx krita-codex-mcp3GitHub 星标+2 (+200.0 %) - 15活跃
dsh-plugins
智能体Generic DeepSeek Harness (dsh) plugins: A2A protocol server, session storage mirror, and Langfuse observability.
github实测增长打开来源 ↗
3GitHub 星标+2 (+200.0 %) - 16活跃
MCP server for managing Modal apps, containers, volumes, and secrets.
mcp实测增长打开来源 ↗
安装
claude mcp add mcp-modal -- uvx mcp-modal3GitHub 星标+2 (+200.0 %) - 17活跃
2Captcha MCP
MCPFull 2Captcha API (43 tools) for Claude Code: 31 captcha solvers + management + webhook.
mcp实测增长打开来源 ↗
安装
claude mcp add twocaptcha-mcp -- uvx twocaptcha-mcp3GitHub 星标+2 (+200.0 %) - 182GitHub 星标+1 (+100.0 %)
- 192GitHub 星标+1 (+100.0 %)
- 20活跃
Connects coding agents to a running QuestDB Web Console: notebook cells, SQL queries, and charts.
mcp实测增长打开来源 ↗
安装
claude mcp add mcp-server-questdb -- npx @questdb/mcp-server-questdb2GitHub 星标+1 (+100.0 %) - 21休眠
fastapi-a2a
智能体A zero-friction FastAPI plugin that turns any existing app into a fully compliant Agent-to-Agent (A2A) node — expose your routes as discoverable skills and delegate tasks to remote agents with a single decorator.
github实测增长打开来源 ↗
2GitHub 星标+1 (+100.0 %) - 222GitHub 星标+1 (+100.0 %)
- 23活跃
Forensic scheduling MCP for Primavera P6 (XER): AACE windows, DCMA-14, Monte Carlo, TIA.
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.criticalpathpartners.ca/mcp2GitHub 星标+1 (+100.0 %) - 24活跃
Publish HTML as a tracked link and see who opened it and which sections they read.
mcp实测增长打开来源 ↗
安装
claude mcp add share -- npx htmlradar-mcp2GitHub 星标+1 (+100.0 %) - 252GitHub 星标+1 (+100.0 %)