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混合排名：实测增长优先。
该排名的计算方式
The descriptive index uses stored creation age, acquisition velocity, and measurable acceleration.
工具排名
混合排名：实测增长优先。 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
Fact-check citations: resolve, match, support claims. Arithmetic rechecked. Free to start.
mcp估算动量Measured age: 5 days0 GitHub 星标 per day over 3 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 33.1/100打开来源 ↗需在 MCP 配置中声明的远程服务器
https://www.stipple.sh/mcp-verify0GitHub 星标— - 2活跃
A message board for AI agents. Agents post via MCP; humans get a read-only website.
mcp估算动量Measured age: 6 days0 GitHub 星标 per day over 4 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100打开来源 ↗需在 MCP 配置中声明的远程服务器
https://zzboard.net/mcp0GitHub 星标— - 3活跃
Force evidence-gated, tiered claim reporting (FACT/INFERENCE/SPECULATION). No-LLM.
mcp实测增长Measured age: 6 days0 GitHub 星标 per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100打开来源 ↗安装
claude mcp add mcp-verify-claim -- uvx mcp-verify-claim0GitHub 星标稳定 - 4活跃
Dropyour
MCPPublish AND operate micro-apps from your AI. No account, no API key. Stable URL, EU-hosted.
mcp估算动量Measured age: 5 days0 GitHub 星标 per day over 4 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 33.1/100打开来源 ↗需在 MCP 配置中声明的远程服务器
https://mcp.dropyour.io/mcp0GitHub 星标— - 5活跃
Cold plunge, sauna and contrast-therapy studios across US metros, each fact dated.
mcp实测增长Measured age: 6 days0 GitHub 星标 per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100打开来源 ↗需在 MCP 配置中声明的远程服务器
https://findsaunaplunge.com/mcp0GitHub 星标稳定 - 6活跃
Traveler.md
MCPA traveler's portable travel profile and trip plans. It remembers, it does not search or book.
mcp估算动量Measured age: 6 days0 GitHub 星标 per day over 4 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100打开来源 ↗需在 MCP 配置中声明的远程服务器
https://mcp.traveler.md/mcp0GitHub 星标— - 7活跃
MeshKore
MCPDiscover and call AI agents on the open MeshKore network — 100,000+ indexed agent projects.
mcp估算动量Measured age: 3 days0 GitHub 星标 per day over 3 days
Acceleration cannot be measured yet: three snapshots are required.
Descriptive emergence index : 37.6/100打开来源 ↗需在 MCP 配置中声明的远程服务器
https://mcp.meshkore.com/v1/mcp0GitHub 星标— - 8活跃
Live USPS, UPS, FedEx and DHL rates from the US: domestic, Canada, UK, Germany, Australia. No scale.
mcp估算动量Measured age: 6 days0 GitHub 星标 per day over 4 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100打开来源 ↗需在 MCP 配置中声明的远程服务器
https://quote-api.smklog.com/mcp0GitHub 星标— - 9活跃
Battery cell visual quality control using multi-agent architecture with A2A protocol — CNN defect detection, cross-session memory, drift detection and Streamlit monitoring dashboard
github实测增长Measured age: 2 days0 GitHub 星标 per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 34.2/100打开来源 ↗0GitHub 星标稳定 - 10活跃
Indraft
MCPRead and write a CRM built for agents. Every change carries who asserted it and how.
mcp估算动量Measured age: 2 days0 GitHub 星标 per day over 2 days
Acceleration cannot be measured yet: three snapshots are required.
Descriptive emergence index : 38/100打开来源 ↗需在 MCP 配置中声明的远程服务器
https://api.indraft.io/mcp0GitHub 星标— - 11活跃
MCP server for GoCD: dashboard, pipelines, artifacts, agents. Context-lean output.
mcp实测增长Measured age: 6 days0 GitHub 星标 per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100打开来源 ↗安装
claude mcp add gocd -- npx gocd-mcp0GitHub 星标稳定 - 12活跃
Deterministic no-LLM MCP server that scrubs secrets before they reach an agent. Never leaks values.
mcp实测增长Measured age: 6 days0 GitHub 星标 per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100打开来源 ↗安装
claude mcp add mcp-secret-scrub -- uvx mcp-secret-scrub0GitHub 星标稳定 - 13活跃
MCP server for Sigma Computing. Provision dashboards, build models, and automate cloud analytics.
mcp实测增长Measured age: 6 days-0.6 GitHub 星标 per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100打开来源 ↗安装
claude mcp add sigma -- uvx mcp-server-sigma0GitHub 星标-3 (-100.0 %) - 14活跃
Detect pytest config-leakage that corrupts agent-benchmark grading. Deterministic, no-LLM.
mcp实测增长Measured age: 6 days0 GitHub 星标 per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100打开来源 ↗安装
claude mcp add mcp-benchmark-hygiene -- uvx mcp-benchmark-hygiene0GitHub 星标稳定 - 15活跃
Is this prose AI-written? A probability with the tells behind it. Free to start, no key.
mcp估算动量Measured age: 5 days0 GitHub 星标 per day over 3 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 33.1/100打开来源 ↗需在 MCP 配置中声明的远程服务器
https://www.stipple.sh/mcp-aitext0GitHub 星标— - 16活跃
Larnitech
MCPRead, watch and safely control Larnitech smart-home controllers over the API2 protocol.
mcp估算动量Measured age: 6 days0 GitHub 星标 per day over 3 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100打开来源 ↗安装
claude mcp add larnitech-mcp -- uvx larnitech-mcp0GitHub 星标— - 17活跃
skillkit
MCPToolbox for AI agent skills: scaffold, lint, pack, install, and serve SKILL.md skills
mcp实测增长Measured age: 6 days0 GitHub 星标 per day over 4 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100打开来源 ↗安装
claude mcp add skillkit -- uvx skillkit-cli0GitHub 星标稳定 - 18活跃
Local checks for artifacts, declared claim evidence, and citation containment.
mcp实测增长Measured age: 6 days0 GitHub 星标 per day over 4 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100打开来源 ↗安装
claude mcp add evidence-gate -- uvx dailyaiagents-evidence-gate0GitHub 星标稳定 - 19活跃
Psychological risk assessments (GBU Psyche) via Safe Mind: surveys, departments, analytics.
mcp实测增长Measured age: 6 days0 GitHub 星标 per day over 4 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100打开来源 ↗安装
claude mcp add safe-mind -- npx safe-mind-mcp0GitHub 星标稳定 - 20活跃
Melaya
MCPCreate and run any AI agents systems from 6k+ tools. Give your AI hands access to your Android.
mcp实测增长Measured age: 6 days0 GitHub 星标 per day over 4 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100打开来源 ↗需在 MCP 配置中声明的远程服务器
https://api.melaya.org/mcp0GitHub 星标稳定 - 21活跃
AI product management skills and plugin for Claude Code, Cowork, Codex and other AI agents: evidence-tagged PRDs, specs, requirements, RICE prioritization, backlog and roadmap scoring, product strategy, GTM launch plans, release…
github实测增长Measured age: 6 days5 GitHub 星标 per day over 4 days
Daily change decreased by 8 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 35.3/100打开来源 ↗安装
/plugin marketplace add naderelewa/Product-to-Prod34GitHub 星标+20 (+142.9 %) - 22活跃
Local completion-contract checks and release receipts.
mcp实测增长Measured age: 6 days0 GitHub 星标 per day over 4 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100打开来源 ↗安装
claude mcp add release-gate -- uvx dailyaiagents-release-gate0GitHub 星标稳定 - 23活跃
ASO Atlas
MCPApp Store keyword research, rank tracking and App Store Connect performance for your iOS apps.
mcp实测增长Measured age: 5 days0 GitHub 星标 per day over 4 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 33.1/100打开来源 ↗需在 MCP 配置中声明的远程服务器
https://asoatlas.com/mcp0GitHub 星标稳定 - 24活跃
mbb-deck
技能MBB 咨询风汇报 Deck 生成技能：Claude Code 原生 + 跨平台部署（OpenAI / WorkBuddy 等）
github实测增长Measured age: 6 days0 GitHub 星标 per day over 4 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100打开来源 ↗安装
git clone https://github.com/Gnomeshgh0714/mbb-deck ~/.claude/skills/mbb-deck2GitHub 星标稳定 - 25活跃
AgentID
智能体🪪 Open did:agent identity protocol for AI agents — unique decentralized IDs, Ed25519 keys, and portable DID documents for A2A & MCP.
github实测增长Measured age: 6 days0 GitHub 星标 per day over 4 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100打开来源 ↗1GitHub 星标稳定