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MCP Server Directory

MCP servers with Chinese notes: what it does, how to install, what permissions it needs. Tool lists come from real tools/list calls where possible.

546 MCP servers · 375 with tool lists

Hostinger Api MCP server for Hostinger API 3 Tools Sentry Sentry MCP Server npx AgentMart Webhook inbox, memory, wake-up calls, uptime watch and code kits for AI agents. Prepaid ba 60 Tools Dotsy Build and publish static sites on Dotsy with draft-first MCP tools, OAuth Connect, and API 60 Tools FlowCastle Build, edit, and deploy Telegram bots on FlowCastle's hosted visual flow platform. 60 Tools Context Studios MCP AI agency API: free tools for glossary, comparisons, blog, guides, estimates and consultin 46 Tools Aetherya Test decisions on a synthetic audience: studies, site audits, copy tests and post simulati 27 Tools Daystruct Find source-package workflows, inspect live prices and evidence, and connect with a scoped 26 Tools Currents Currents MCP server npx AFG: Agents Hire Agents (Test Money) Sandbox marketplace where AI agents hire agents for verified outcomes. Test money only. 18 Tools Browserstack BrowserStack's Official MCP Server npx Xmp4 — Semantic Code Knowledge For Your Stack OSS libs in your stack, really used: source, tests, callers. C#, Java, TS, Python, Rust, P 16 Tools Dreamlit Create, test, publish, and manage Dreamlit notification workflows from AI clients. 14 Tools Mcp Ts Core Agent-native TypeScript framework for building MCP servers. npx Ai.Buywhere/Catalog Api Retired. Use io.github.BuyWhere/buywhere-mcp instead. 13 Tools INITE Atlas AI tools catalogue for agents: match a need to tools, compare prices, see price and API ch 11 Tools GroTAX By Grovisor UAE Corporate Tax: CT computation, SBR, penalties, free zone test, TP and health-check. 8 Tools Infrabase Hand-verified AI infrastructure directory: tools, alternatives, EU providers, LLM API pric 8 Tools Bring Your AI No-data MCP handoff for local Claude Code to Codex harness moves. $49 lifetime. 7 Tools HotRepo GitHub Trending boards and AI-written reviews of trending open-source projects. 7 Tools Runpod MCP server for interacting with Runpod API npx Ai.Bizmoon/Regulatory Live US federal and state regulatory changes and grant programs, every result cited. 5 Tools Ai.Facesign/Facesign Build and test FaceSign step-up verification flows from your AI coding tool 5 Tools Ios Simulator MCP server for interacting with the iOS simulator 17 Tools Auth0 Auth0 Model Context Protocol (MCP) Server (Beta) — A secure and extendable implementation 20 Tools Agentic Engineering Periodic System Practices for building software with coding agents, each with a test you check on your rep 4 Tools Tacitai stdio MCP server wrapping Tacit /api/v1 REST/SSE API 165 Tools Mantine MCP server for Mantine documentation 5 Tools Knip Knip MCP Server 2 Tools AQL PropertyCheck — Gold Coast Property Intelligence API Gold Coast property intelligence and due diligence for AI agents, renters and buyers. 2 Tools Orbit Turn any task into the right API calls: discover, evaluate, and integrate public APIs. 2 Tools Ai.Getvda/Llm Orchestration Agent Opentelemetry Api LLM Orchestration Agent (Opentelemetry Api) 2 Tools Trace Framework-aware code intelligence MCP server — 88 framework integrations, 81 languages, 72 npx Klypix Shared project memory for Claude Code, Codex and Cursor: decisions, corrections, overlap w 27 Tools Bugsnag A Bugsnag MCP server for interacting with Bugsnag API 11 Tools Genexus GeneXus 16, GeneXus 17, GeneXus 18 MCP server with native SDK support; basic legacy compat 20 Tools Square MCP Server for Square API 3 Tools Gitee Gitee MCP Server is a Model Context Protocol (MCP) server implementation for Gitee. It pro HTTP 可灵 AI Kling (快手) **The world's FIRST and ONLY complete MCP server for Kling AI - now with FULL API support! HTTP 1688 1688.com MTOP API 逆向分析与 Python SDK。 HTTP 快递100 Kuaidi100 登录快递100获取: (注意不要泄露授权key,以防被他人盗用!!!) HTTP Metabase Headless MCP server for Metabase: API-key auth (no OAuth), stdio or HTTP, 178 tools with t npx 途牛旅游 Tuniu 途牛 CLI 是将 提供的旅行服务封装而成的命令行工具,支持通过 Shell 命令调用门票、酒店、机票、火车票、邮轮、度假产品等相关能力,适用于 AI Agent 集成、自动化脚 HTTP 小牛翻译 NiuTrans 基于小牛翻译(NiuTrans)API 的 MCP Provider,提供文字翻译工具和语种目录资源,方便在 Cursor/mcp-cli 等客户端中引用。 HTTP GitCode ](https://pepy.tech/projects/gitcode-api) HTTP AtomGit English | HTTP Rigour Labs Rigour's MCP server: lets coding agents review their change, check for an existing helper npx Postman Postman MCP Server — connect AI agents (Claude Code, Cursor, VS Code Copilot, Gemini CLI) npx Browser Devtools [DEPRECATED] This package has been renamed. Please use @ironbee-ai/devtools instead. npx Storybook MCP server for Storybook - provides AI assistants access to components, stories, propertie npx Frontmcp The FrontMCP CLI: create, run, test and build MCP servers, and install FrontMCP skills for npx Endfield MCP Server for Arknights: Endfield (TypeScript / stdio + Streamable HTTP) npx Enquire MCP server giving AI agents (Claude Code, Claude Desktop, Cursor, ChatGPT, Codex, OpenClaw npx Mcp Tenant Isolation Static analysis scanner for MCP server code and multi-tenant SaaS applications. 57 determi npx Firefox Devtools Model Context Protocol (MCP) server that lets AI agents browse the web and debug web pages npx Aiterm Persistent terminal MCP with one harness-based launcher for Claude Code, Codex CLI, Grok C npx React The official MCP server for Chakra UI npx Git A secure and scalable Git MCP server enabling AI agents to perform comprehensive Git versi npx Intlayer Intlayer MCP server. Handle MCP to help IDE to use Intlayer. It build, fill, pull, push, d npx Tokportal Public MCP server for the TokPortal API. npx Mcp Ssh Manager MCP server for SSH: let AI agents (Claude Code, Codex, any MCP client) run commands, trans npx Firefox Devtools Mcp Moz Model Context Protocol (MCP) server that lets AI agents browse the web and debug web pages npx Hypertool HyperTool MCP proxy server for routing requests between clients and multiple underlying MC npx Gitlab Advanced GitLab MCP server npx Cachly Dev Solve it once. From then on, your AI knows. Experience for coding agents, EU-hosted: an MC npx Mcp Virustotal MCP server for VirusTotal API integration npx Testrail Model Context Protocol (MCP) server for TestRail: let Claude, Cursor, and Windsurf manage npx Sensenova U1 SenseNova U1 Fast MCP Server — 商汤科技文生图 API 的 MCP 服务 npx Mcp Wayback Machine MCP server and CLI tool for interacting with the Wayback Machine without API keys npx Envmcp A lightweight way to use environment variables in your Cursor MCP server definitions. npx
N8n Integration between n8n workflow automation and Model Context Protocol (MCP) 11 Tools Summer Telehealth support for Claude, Codex and Cursor: investigate cases and connect your tools. 60 Tools BorealHost Agent-native web hosting — deploy sites, manage DNS, register domains, scale infrastructur 60 Tools BetSlip Doctor Your agent grades every slip A+ to F-, links your books and tracks your record. No wager p 60 Tools Ai.Bitroad/Bitroad Marketplace for AI agents: buy goods and services under spending caps, with returns and di 60 Tools Entity Enricher Multi-LLM entity enrichment: schemas, single/batch enrichment, fusion, model benchmarks. 60 Tools INITE Visibility How ChatGPT, Claude, Gemini and Perplexity read a site: free check, fix plan, compare, his 48 Tools Duami Swiss intent exchange for AI agents: wants/offers, match, bid, confirm. Free. No escrow. 38 Tools Ai.Geodesiclabs/Governance Platform Pre-execution governance for AI agents. Deterministic PASS/FAIL/REVIEW verdicts, replayabl 37 Tools Agentboard The public message board for AI agents: register in one call, introduce yourself, ask, rea 37 Tools AiVikings.Ai Find, register, and manage domains from any AI chat or agent 37 Tools Content Sweep Prepaid copyright investigation and authorized enforcement, with a free agent sandbox. 35 Tools Daishi A persistent multi-agent world any AI agent can join over MCP, with a public record of eve 35 Tools Ctxstore — Memory That Follows You Across Models Persistent memory for AI agents: keyed facts, a wake bundle each session, one memory in ev 33 Tools Apex AI Academy Co-Learn with your Agent: fact-checked AI lessons with Human and Agent views. 30 Tools Clawfight An AI agent battle league: build a crab fighter over MCP and rap-battle in a rendered aren 23 Tools AgentMart Core Tools The AgentMart shop with a shorter tool list: the same sign-in, balance and items as /mcp. 21 Tools ARC: Agent Checkout Reachability Free, no sign-in MCP: can AI agents reach checkout at a store? Try: Use ARC to check allbi 19 Tools Ai.Flyvolo/Knowledge Sourced, task-level facts on how AI changes jobs, for agents answering 'what should I do?' 19 Tools Haggl.Ai Ask a merchant's haggl.ai sales agent for a personalized offer, then hand it to checkout. 18 Tools BliniBot Agent Lounge A safe place where AI agents meet, build, sell services, invite agents and bring real peop 16 Tools Genomic Intelligence Hosted DNA language models: promoter, splice, enhancer, chromatin, expression, annotation 15 Tools Agent Puzzle Bounty — Cooperative K Of N Decode Challenge 3-of-5 coalition puzzle bounty for AI agents: 3 distinct agents combine. PLAY money, not c 13 Tools AgentsIndex The editors' index of AI-native software, from AI agents to the models and frameworks behi 12 Tools Drone Intelligence Drone-sector market intelligence for AI agents: free briefings and profiles, licenced trac 12 Tools Alcock Arena AI forecasting gym: markets, sports, policy and tech. Graded by reality, measured against 9 Tools BenchGecko AI model prices per provider, benchmarks, own AI behavior tests and AI economy data, with 9 Tools ENYAL By Greenland AI ENYAL by Greenland AI — encrypted identity & memory for AI agents (query, recall, provenan 9 Tools HumanProblems AI agent debate arena: read human problems free, register_agent in 1 call, argue with our 9 Tools Gethal.Ai Public MCP for gethal.ai — autonomous AI sales agent. Pricing, features, book a demo. 8 Tools Ai.Edge Agents/Intelligence Macro, market and decision intelligence over x402. Gaps are unavailable rather than estima 8 Tools Ai.Agentrapay/Agentra Identity oracle and trust layer for autonomous AI agents. Bidirectional KYA and trust scor 6 Tools Bareun — Korean NLP & Spell/Grammar Checking Korean NLP MCP server: morphological analysis, tokenization, spell & grammar checking (Bar 6 Tools Ai.Getvda/Integration Agent Integration Agent 6 Tools Bankrolled.Ai Agent Hub Free, sourced money facts and scheme lookups for US/UK/CA/AU/NZ. Answers cite bankrolled.c 5 Tools DeepDNA Pharmacogenomics for AI agents: cited drug–gene, gene and rsID lookups plus a medication s 5 Tools Dryos Live US power market prices, load, generation, weather and permits for AI agents. 5 Tools Epinu Agent-first marketplace for real-world assets — agro and energy first; humans approve ever 5 Tools Family Office Knowledge Graph Family Office Knowledge Graph: read-only MCP door over the public record. Agentic KG Holdi 5 Tools Gemini Mcp Tool MCP server for Gemini CLI integration 5 Tools AIS CVE Priorities — Daily Exploit Ranked Patch List For AI Agents Daily CVE priorities ranked by real exploitation (KEV+EPSS) for AI agents; free teaser, pa 4 Tools ChinaAPI Read-only ChinaAPI model catalogue, price snapshot, cost estimates and request recipes. 4 Tools Ai.Foura/Mcp Reliable web access for AI agents: smart HTTP, rotating proxies, and full-browser renderin 4 Tools Human4AI Human Task Network AI Agents delegate public verification to human experts with evidence review and points re 4 Tools Agenlify AI Agent Directory Find AI tools by task, with pricing context, setup steps, limitations and official sources 3 Tools AlpiX A pixel wars MCP server: ask your agent to collaboratively draw pixels in a huge square 3 Tools APIR Agent Verification Check an AI agent you did not build: is it who it claims, inside its mandate, and what's i 3 Tools Citepath Citepath public MCP server for LLM readiness audits and public scan results. 3 Tools AIノアカリ☆ Agent Trust Receipt Read-only Remote MCP for externally grounded AI agent trust receipts. 2 Tools Can I Vibe? — AI Coding Provider Status Live status and health checks for AI coding providers: Claude, Cursor, Copilot, Codex and 2 Tools Ai.Getvda/Authenticated Llm Agent Authenticated LLM Agent 2 Tools Ai.Getvda/Authenticated Llm Agent Bcrypt Authenticated LLM Agent (Bcrypt) 2 Tools Ai.Getvda/Authenticated Llm Jwt Agent Authenticated LLM JWT Agent 2 Tools Ai.Getvda/Authenticated Llm Mcp Agent Authenticated LLM MCP Agent 2 Tools Ai.Getvda/Authenticated Mcp Agent Aed9d5 Authenticated MCP Agent 2 Tools Ai.Getvda/Authenticated Llm Traced Agent Authenticated LLM Traced Agent 2 Tools Ai.Getvda/Authenticated Mcp Agent Bcrypt Authenticated MCP Agent (Bcrypt) 2 Tools Ai.Getvda/Authenticated Mcp Traced Agent Authenticated MCP Traced Agent 2 Tools Ai.Getvda/Authenticated Mcp Agent Openai Authenticated MCP Agent (Openai) 2 Tools Ai.Getvda/Authenticated Multi Llm Agent Authenticated Multi-LLM Agent 2 Tools Ai.Getvda/Claude Schema Output Agent Claude Schema Output Agent 2 Tools Ai.Getvda/Encrypted Langchain Session Agent Encrypted LangChain Session Agent 2 Tools Ai.Getvda/Encrypted Langchain Token Agent Encrypted LangChain Token Agent 2 Tools Ai.Getvda/Encrypted Oauth Llm Agent Encrypted OAuth LLM Agent 2 Tools Ai.Getvda/Google Oauth Langchain Agent Google OAuth LangChain Agent 2 Tools Ai.Getvda/Google Sign In Langchain Agent Google Sign-In LangChain Agent 2 Tools Ai.Getvda/Google Sign In Claude Agent Google Sign-In Claude Agent 2 Tools Ai.Getvda/Langchain Login And Token Agent LangChain Login and Token Agent 2 Tools Ai.Getvda/Llm Observability Orchestration LLM Observability & Orchestration Agent 2 Tools Ai.Getvda/Llm Observability Orchestration Agent Langchain LLM Observability & Orchestration Agent (Langchain) 2 Tools Ai.Getvda/Llm Observability Orchestration Agent Langchain Community LLM Observability & Orchestration Agent (LangChain Community) 2 Tools Ai.Getvda/Llm Orchestration Agent 2 MCP-Native LLM Orchestration Agent 2 Tools Ai.Getvda/Llm Orchestration Agent D0a1a1 LLM Orchestration Agent 2 Tools Ai.Getvda/Llm Orchestration Agent 2 Df5979 LLM Orchestration Agent 2 2 Tools Ai.Getvda/Llm Orchestration Agent D2feb0 LangSmith-Traced LLM Orchestration Agent 2 Tools Ai.Getvda/Llm Orchestration Agent Langchain Anthropic LLM Orchestration Agent (Langchain Anthropic) 2 Tools Ai.Getvda/Llm Orchestration Agent Langchain LLM Orchestration Agent (Langchain) 2 Tools Ai.Getvda/Llm Orchestration Agent Langchain Core LLM Orchestration Agent (Langchain Core) 2 Tools Ai.Getvda/Llm Orchestration Agent Langchain Openai LLM Orchestration Agent (Langchain Openai) 2 Tools Ai.Getvda/Llm Orchestration Agent Langgraph LLM Orchestration Agent (Langgraph) 2 Tools Ai.Getvda/Llm Orchestration Agent Langsmith LLM Orchestration Agent (Langsmith) 2 Tools Ai.Getvda/Llm Orchestration Agent LLM Orchestration Agent (Mcp) 2 Tools Ai.Getvda/Llm Orchestration Agent Openai LLM Orchestration Agent (Openai) 2 Tools Ai.Getvda/Llm Orchestration Agent Opentelemetry Instrumentation Fastapi LLM Orchestration Agent (Opentelemetry Instrumentation Fastapi) 2 Tools Ai.Getvda/Llm Orchestration Mcp Agent LLM Orchestration MCP Agent 2 Tools Ai.Getvda/Llm Orchestration Jwt Agent LLM Orchestration JWT Agent 2 Tools Ai.Getvda/Llm Orchestration Observability Agent LLM Orchestration Observability Agent 2 Tools Ai.Getvda/Llm Orchestration Traced Agent LLM Orchestration Traced Agent 2 Tools Ai.Getvda/Multi Provider Schema Output Agent Multi-Provider Schema Output Agent 2 Tools Ai.Getvda/Oauth Langchain Openai Agent OAuth LangChain OpenAI Agent 2 Tools Ai.Getvda/Oauth Multi Llm Orchestrator OAuth Multi-LLM Orchestrator 2 Tools Ai.Getvda/Structured Output Agent Structured Output MCP Agent 2 Tools Ai.Getvda/Structured Output Agent C2ddcc Traced Structured Output Agent (Groq) 2 Tools Ai.Getvda/Structured Output Agent Openai Structured Output Agent (Openai) 2 Tools Ai.Getvda/Structured Output Mcp Agent Authlib Structured Output MCP Agent (Authlib) 2 Tools Ai.Getvda/Structured Output Mcp Traced Agent Structured Output MCP Traced Agent 2 Tools Ai.Getvda/Structured Output Mcp Agent Instructor Structured Output MCP Agent (Instructor) 2 Tools Ai.Getvda/Structured Output Mcp Agent Langchain Core Structured Output MCP Agent (Langchain Core) 2 Tools Ai.Getvda/Traced Claude Format Guard Traced Claude Format Guard 2 Tools Ai.Getvda/Traced Llm Mcp Proxy Traced LLM MCP Proxy 2 Tools Ai.Getvda/Traced Llm Proxy Traced LLM Proxy 2 Tools Ai.Getvda/Traced Openai Langchain Agent Traced OpenAI LangChain Agent 2 Tools Ai.Getvda/Traced Multi Llm Proxy Traced Multi-LLM Proxy 2 Tools Ai.Hanria/Check Check a proposed agent action against operator's rules: permit, deny or escalate, with the 2 Tools HANRIA Agent Mandate Check Check an agent action against its operator's mandate before acting: permit, deny or escala 2 Tools Helixar Security Security tools for AI agents: scan MCP servers, validate HDP delegation chains, audit rele 2 Tools Matcher Model Context Protocol server for the Matcher reconciliation engine npx Mcp Server Browser MCP server for browser use access 21 Tools 网易云 / QQ音乐 / 酷狗 / 酷我 `Meting-Agent` 是基于 **** 构建的多平台音乐能力封装,当前提供两类交付物: HTTP Ateam Ai A-Team MCP Server — build, validate, and deploy multi-agent solutions from any AI environm 60 Tools 小米 米家 Mijia 米家 小米生态 × MCP x CLI × AI Agent × HomeKit 全桥接智能家居平台。 HTTP 七牛云 Qiniu 基于七牛云产品构建的 Model Context Protocol (MCP) Server,支持用户在 AI 大模型客户端的上下文中通过该 MCP HTTP 夸克网盘 Quark 扫码登录 · 高速下载 · 交互式网盘 · Agent 友好 HTTP Brightspace MCP server for Brightspace (D2L). Check grades, due dates, assignments, announcements, syl npx Behavior High-frequency in-browser behavior tree execution engine for autonomous AI agents — 60Hz t npx World Model Deterministic, persistent 3D/2D spatial world model for AI agents with entity tracking, ob npx Agent Reasoning Strategic BDI reasoning engine for autonomous AI agents — goal decomposition, utility scor npx Openchrome Open-source browser automation MCP server. Control your real Chrome from any AI agent. npx Webcite WebCite MCP Server - verify AI claims against authoritative sources, bind quotes back to t npx Ai Model Advisor An intelligent Model Context Protocol (MCP) Server that acts as an AI model advisor. Compa npx Safari Safari browser automation for AI agents — native macOS, zero Chrome overhead. 98 tools via npx Roblox MCP (Model Context Protocol) server for Roblox Studio integration - enables AI coding agen npx Mcp Atlas Query the parcel ArcGIS REST endpoints of 499 counties across 51 US states (50 states plus npx European Parliament Model Context Protocol server for European Parliament open data npx Meaning Model Meaning Model MCP server: revisable general-purpose models with opt-in storytelling and id npx Open Meteo Model Context Protocol server for Open-Meteo weather APIs npx Prism Persistent session memory for AI coding agents that never leaves your machine — including npx Mcp Replicate Replicate MCP. npx
Mcp Gitlab GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and mor npx Fine Structure Build and host full-stack apps from a prompt, with agents that reach you on WhatsApp and e 60 Tools Chronary Calendar API for AI agents: events, availability, Google/Microsoft setup, scheduling, and 58 Tools Funkel AI Run LinkedIn and email outreach: find leads, manage campaigns, and reply to prospects. 51 Tools IntoDNS.Ai DNS & Email Security Scanner DNS and email security: check SPF, DKIM, DMARC, DNSSEC, DANE and build the records. 45 too 45 Tools Getlead Find B2B leads with verified work emails, find and verify emails, and run cold email outre 35 Tools Productbrain Product Brain — MCP server for AI-assisted product knowledge management 16 Tools Decision Log Append-only decisions with provenance, supersession, retrieval, and audited MCP actions. 30 Tools Ai.Dataecho/Mcp Deploy files, sites, and Dockerfile apps to live URLs + private drives for agent memory. 26 Tools Clickup ClickUp MCP Server - Powering AI Agents with full ClickUp task, document, and chat managem npx Mcp Server Atlassian Jira Node.js/TypeScript MCP server for Atlassian Jira. Equips AI systems (LLMs) with tools to l npx Ac.Tandem/Docs Remote MCP server for Tandem docs, install guides, SDKs, workflows, and agent setup help. 13 Tools AutEng MCP Markdown Publishing & Document Share Links Publish markdown documents as public share links with mermaid diagrams. Built by AutEng.ai 6 Tools File2markdown Convert docs and web pages to clean Markdown: PDF, DOCX, XLSX, EPUB, scans, URLs. Batch of 5 Tools Shortcut Shortcut MCP Server npx Context Link One semantic search across your sites, Drive, Notion, email, files and Basecamp. 4 Tools ARVX Email for long-term client relationships: ARVX reads each person first and remembers every 3 Tools Biel.Ai Query your product docs from AI tools. Source-cited answers from your indexed documentatio 3 Tools Ai.Byteask/Embedded Docs Page-cited retrieval for embedded docs, datasheets, MISRA, CMSIS, and RTOS references. 3 Tools Cerebrium Docs Search the Cerebrium docs: deployment, cerebrium.toml, hardware, endpoints. Also sends fee 3 Tools DarkFunnels Documentation Search and read the DarkFunnels docs: WhatsApp AI sales agents connected by QR, no Meta Cl 3 Tools BitHuman Docs The bitHuman docs over MCP: two read-only tools, search and fetch; it needs no account and 2 Tools 飞书 / Lark English | HTTP Email Email MCP server with IMAP + SMTP support npx 语雀 Yuque Let AI assistants read and write your knowledge base<br>through the . HTTP Slack Workspace MCP server for Slack workspace integration npx 企业微信 WeCom (API 连接器) ZenOps 是一个面向运维领域的数据智能化查询工具,通过统一的接口抽象,支持多云平台(阿里云、腾讯云等云资源)、CI/CD 工具(Jenkins等各种运维领域常见工具)的资源查询 HTTP Flomo 浮墨 write notes to Flomo. HTTP 钉钉 DingTalk > 🎯 一个用于解析钉钉文档内容并生成 HTML 的 MCP (Model Context Protocol) 服务器 HTTP 企业微信 WeCom (群机器人) An MCP server application that sends various types of messages to the WeCom group robot. HTTP 中国法律法规 面向中文法律法规研究、合规分析和知识库建设的开源采集工具。项目聚焦“权威来源优先、结构化输出、可追溯证据链”,支持从国家法律法规数据库、中国政府网及政府站点搜索结果中采集法规元数据 HTTP TextIn 合合信息 (IntSig) English | HTTP 多平台通知推送 简体中文 | HTTP Wolai 我来 **English** | HTTP Mbox MCP server for local email archives — search and read Google Takeout .mbox exports and .em npx State Memory Deterministic, persistent graph server for tracking workflow state, decisions, and blocker npx Vision Memory Persistent visual cache for LLM-driven software development. Caches screenshots using perc npx Ai Dossier MCP server for signed, versioned agent skills: discover, verify, and run skills for model- npx Docx MCP server for reading, editing, and comparing Word (.docx) and OpenDocument (.odt) files npx Notion Notion MCP server with token auth: connect Claude Code, Claude Desktop, Cursor, VS Code, C npx Linear A Model Context Protocol server for the Linear API. npx Mcp Google Drive Advanced MCP server for Google Drive integration with full CRUD operations, file managemen npx Godot MCP server that gives AI assistants eyes and hands in the Godot editor: scene editing, inp npx Linear A Linear MCP server for interacting with Linear's API npx Mcp Google Multi Local MCP server for Google Workspace (Gmail, Drive, Calendar, Sheets, Docs, Contacts, Tas npx Mcp Gmail MCP server for Gmail integration with OAuth authentication, message search, batch operatio npx Formhaus MCP server for authoring and checking Formhaus form definitions: validation, path simulati npx
CueFrame Turn footage into finished video: reframing, captions behind the subject, motion graphics, 60 Tools Compeller Create and track AI music videos and audio-reactive visuals from songs. 30 Tools Comfyui Local-first, agent-native control plane for ComfyUI — MCP server + autonomous sidebar agen npx Codesign A real design engine for your AI agent: generate designs, print-ready PDFs and videos with npx Agentic Fabrication Network (AFN) Turn designs into shipped parts: quote 3D printing, CNC, and decals, then check out. 13 Tools CCAPI Image, video, music and text generation across 100+ models through one endpoint. 11 Tools CleanVector Create professional SVG artwork, icons and vector logos from a prompt, or vectorize any im 11 Tools Duskly MLS compliance for edited listing photos: classify edits, write disclosures, verify proven 10 Tools OpenAI Tools MCP Server Focused MCP server for OpenAI image/audio generation (v2.0.0). Wraps endpoints via HAPI CL 9 Tools Ai.Filegraph/Document Processing Extract text from documents, manipulate PDFs, and perform OCR on images. 9 Tools EasyVoice Text To Speech Hosted text-to-speech MCP server: 66 voices in 9 languages, long-form narration, podcasts. 7 Tools Js Reverse JS reverse engineering MCP server with agent-first tool design and built-in anti-detection npx Photo Mosaic & AI Collage Maker Collager.Ai Photo mosaic maker and AI photo collage maker: turn your own photos into a mosaic or a col 6 Tools Go Rocket Turn a website URL into a 9:16 AI UGC video ad: see a sample, or create finished videos. 5 Tools Ai.Creationloop/Creationloop CreationLoop is your Marketing Agent. Read the overview, offer, and FAQ; apply as a design 4 Tools Ai.Getvda/Elasticsearch Redis Stack Generator Elasticsearch Elasticsearch Elasticsearch + Redis Stack Generator (Official Image) 2 Tools Next Ai Drawio draw.io MCP server for Claude Code, Cursor, Codex and VS Code: the AI draws on a live brow npx Docs The official MCP server for SEED Design documentation 8 Tools MasterGo MasterGo Magic MCP is a standalone MCP (Model Context Protocol) service designed to connec HTTP 博查 AI 搜索 Bocha 博查是一个给AI用的搜索引擎,让你的AI应用从近百亿网页和生态内容源中获取高质量的世界知识,涵盖天气、新闻、百科、医疗、火车票、图片等多种领域。 HTTP 网易云音乐 NetEase 一个让AI根据机的品位给你点歌的项目。趁机戳戳机的小情绪,还能创建(做爱)歌单🤓。 HTTP Transloadit Transloadit MCP server npx Weather MCP server giving AI assistants 17 weather tools with zero API keys: global forecasts, cur npx Premiere Pro MCP server for Adobe Premiere Pro with 441 core AI video editing tools, a guarded After Ef npx Figma A local MCP server with full Figma REST API coverage. npx Mcp Excalidraw Excalidraw toolkit for AI coding agents — agent skill, CLI, and MCP server with a live can npx Bilibili B站 MCP 服务 — 哔哩哔哩 API 的 Model Context Protocol 封装,提供视频搜索、弹幕、字幕、评论、直播、用户信息、专栏等 22 个工具 npx Zendesk Deep Zendesk MCP server for your AI assistant: search, draft, update and translate Help Ce npx
The Stall 277 pay-per-call MCP tools: YouTube keyword research, stocks, crypto, DeFi, options, macro 60 Tools Deep Values Value investing for US stocks: SEC filings, 13F guru holdings, intrinsic value, AI briefin 27 Tools Alpha Bazaar Arena Paper-trading arena for AI agents: publish stock calls, build attested track records, comp 24 Tools Ai.Iturri/Market Data Verified market data for AI trading agents: quality-flagged candles, funding, OI, order fl 22 Tools Inferventis MCP Server Loan & mortgage calculator, compound interest, ROI, crypto prices, FX conversion for AI ag 20 Tools BeliefState Stock research and investor research for trading agents. 16 x402 tools; data from 0.02 USD 18 Tools Capital Company Launch SPVs and funds, invite investors and send capital calls through Capital Company. 14 Tools Contractors Near Me Search licensed US contractors by trade or location, fetch profiles and reviews, and submi 14 Tools FinanceGenius.AI India's financial MCP — cards, loans, FDs, insurance, MFs; EMI/SIP/tax calcs; NAV lookup; 12 Tools Ai.Agentberg/Agentberg Agent-to-agent trading intelligence exchange. Publish findings, vote on quality, earn repu 11 Tools Clear Tape Free trading calculators, trading-system rules, a glossary and lesson search. No market da 11 Tools Drillr — The Financial MCP For AI Agents Financial data and research MCP for US/CN/JP equities: filings, statements, ownership, sig 10 Tools Agent Bev The world's largest agentic B2B hub for beer, wine and spirits. Powered by CUVEE. Trade on 9 Tools Ai.Blast Radius/Blast Radius Blast Radius tools for AI strategy, diligence, and market updates. 9 Tools Agentic Terminal Directory Verified merchants accepting agentic payments on Lightning/L402/BOLT12/USDT — search, veri 6 Tools AutEng Docs — Agent Document Workspace & Publishing Agent document workspace with wallet auth. Create, update and share markdown docs. By AutE 6 Tools DripMetrics Institutional-grade market microstructure, a cent at a time. x402: Base USDC or Robinhood 6 Tools Invexia Stock Research Free US stock research: snapshots, Titan Score valuation scorecards, 37 screeners, daily l 6 Tools DABLOCK AI Visibility Index Measured share of answer for 24 crypto and Web3 brands. An open dataset, not an audit of y 5 Tools BotInfo — Advanced Robot Market Data Checkout-verified prices, stock, US FCC status and buy routes for humanoid and quadruped r 4 Tools DJZS Trust MCP Deterministic pre-execution audit for trading agents. PASS/WAIT/FAIL, reproducible verdict 4 Tools Augenix Free preview websites for local trades, then Stripe Checkout for $29/mo hosting. 3 Tools GroundTruth — Subsurface Scan QA & Trade Estimating Two independent AI models read a GPR, locate or pipe scan and flag the do-not-core call. 3 Tools Ai.Getvda/Llm Orchestration Agent Cryptography LLM Orchestration Agent (Cryptography) 2 Tools Ai.Getvda/Structured Output Mcp Agent Cryptography Structured Output MCP Agent (Cryptography) 2 Tools FinanceMCP (综合) > **服务状态:公网托管服务暂时停止。** 原公网域名已经到期,当前不提供官方在线体验或托管 `/mcp` Endpoint;后续可能更换域名,恢复时间与新地址将通过本仓库公告。 HTTP Sui Analytics Read-only Sui analytics: fund tracing, protocol-aware tx decoding, no API keys or wallet. 20 Tools AKShare 基于 akshare 的 MCP (Model Context Protocol) 服务器,提供股票、加密货币的数据查询和分析功能。 HTTP A股 Skill 集合 > 中文文档 / Chinese README: HTTP Rate Api Model Context Protocol (MCP) server for the Rate-API.com exchange-rate API: gives Claude a npx Tushare **FinData** is an open-source **Model Context Protocol(MCP) Server** that provides profess HTTP Agent402 Agent402 MCP server: 500+ pay-per-call tools + skill packs for AI agents over x402 (USDC o npx Apiguru Live Amazon marketplace data for AI agents as MCP tools: product details, reviews, keyword npx
Contabo (VPS) MCP Server Contabo API (v1.0.0) as MCP tools for cloud provisioning, and management. Powered by HAPI 60 Tools Cloud World Model Simulate cloud infrastructure and estimate cost before deploying or changing infrastructur 9 Tools Ai.Getvda/Dynamic Health Monitor Give it one seed; it finds every service and checks HTTP, TCP, SSL and DNS. 5 Tools Bitwarden Bitwarden MCP Server 59 Tools 火山引擎 Volcengine 火山引擎大模型生态广场的 MCP Server 共享仓库,支持用户探索与体验大模型丰富生态服务,轻松集成全面且易用的工具,同时享受企业级稳定、高效、安全的技术支持,充分释放模型潜力 HTTP Bilibili 用于哔哩哔哩 API 的 MCP(模型上下文协议)服务器,支持多种操作。 HTTP 知乎 Zhihu 基于 项目实现的知乎 MCP 服务器,提供完整的知乎 API 访问能力,包括认证和 zse96 v2 签名。 HTTP 阿里云 云效 DevOps (Yunxiao) alibabacloud-devops-mcp-server provides the following capabilities for AI assistants: HTTP 阿里云 可观测 Observability > 本项目已使用 **Go 语言重构**。如需使用原 Python 版本,请访问 目录: HTTP 阿里云 Tablestore 1. HTTP 阿里云 CloudOps Alibaba Cloud Ops MCP Server is a server that provides seamless integration with Alibaba HTTP 阿里云 容器服务 ACK 阿里云容器服务 MCP Server 工具集: ack-mcp-server。 HTTP 阿里云 RDS MCP server for RDS Services via OPENAPI HTTP 阿里云 DMS (40+ Data Sources) **AI-Era Data Security Access Gateway |Intelligent Data Query Engine|Supports 40+ Data Sou HTTP 阿里云 DataWorks Want a ready-to-use AI experience for DataWorks without manual MCP setup? HTTP 腾讯云 COS 中文 | HTTP 阿里云 (Full OpenAPI) - HTTP 印象笔记 Yinxiang > 印象笔记 MCP 服务器,支持通过 Model Context Protocol 保存笔记到印象笔记 HTTP Smart Smart UI MCP Server for VS Code, Cursor, and AI IDEs. Provides Smart UI components, metada npx Shipstatic Deploy static websites, landing pages, and prototypes instantly. Free, no account needed. npx Infisical Official Infisical MCP Server npx Mcp Datadog Datadog MCP server for monitoring, metrics, logs, and dashboards npx Doit DoiT official MCP Server npx
Tenda Public tenders and contract awards in the UK, US, Canada and EU, and help preparing bids. 44 Tools DataMerge MCP B2B data enrichment for 375M+ companies: legal entities, corporate hierarchies, and contac 23 Tools Mcp Server Mysql MCP server for interacting with MySQL databases with write operations support npx JustIdea Agency Services, prices, inquiries and free analytics, AI and Google visibility scans by JustIdea 8 Tools AwardCast Federal Contracts US federal contracting data: open solicitations, buying agencies, contractors, price histo 8 Tools Data Center Index AI infrastructure tracker: data center campuses, power projects, MW and the companies behi 8 Tools Dubai Data — Dubai Real Estate Statistics Dubai property prices, AED/sqft, sales, rents, yields and projects from DLD registered tra 6 Tools Dbx App MCP server for DBX — query databases from Claude Code, Cursor, and other AI agents 25 Tools DABYTE AI Visibility Index Measured share of answer for 20 SaaS brands. An open dataset, not an audit of your site. 5 Tools EOSL.Ai — Hardware End Of Life Database Hardware end-of-life dates by part number, each linked to the vendor's own bulletin. 5 Tools Ai.Getvda/Kafka And Postgres Monitoring Stack Kafka and Postgres Monitoring Stack 2 Tools Ai.Getvda/Kafka Minio Redis Stack Generator Kafka + MinIO + Redis Stack Generator 2 Tools Ai.Getvda/Kafka Redis Minio Stack Generator Kafka + Redis + MinIO Stack Generator 2 Tools Ai.Getvda/Memcached Mongodb Redis Compose Generator Memcached + MongoDB + Redis Compose Generator 2 Tools Ai.Getvda/Minio And Redis Storage Stack MinIO and Redis Storage Stack 2 Tools Ai.Getvda/Minio Postgres Redis Stack Generator MinIO + Postgres + Redis Stack Generator 2 Tools Ai.Getvda/Mysql Redis Compose Generator MySQL + Redis Compose Generator 2 Tools Ai.Getvda/Mysql Redis Compose Generator Nginx MySQL + Redis Compose Generator (Nginx) 2 Tools Ai.Getvda/Mysql Redis Compose Generator Adminer MySQL + Redis Compose Generator (Adminer) 2 Tools Ai.Getvda/Nats Mysql Redis Stack Generator Nats Mysql Redis Stack Generator 2 Tools Ai.Getvda/Nginx Redis Stack Generator Nginx + Redis Stack Generator 2 Tools Ai.Getvda/Postgres Kafka Prometheus Stack Generator Postgres + Kafka + Prometheus Stack Generator 2 Tools Ai.Getvda/Postgres Grafana Stack Generator Postgres + Grafana Stack Generator 2 Tools Ai.Getvda/Postgres Kafka Stack Generator Postgres + Kafka Stack Generator 2 Tools Ai.Getvda/Postgres Minio Stack Generator Postgres + MinIO Stack Generator 2 Tools Ai.Getvda/Postgres Prometheus Stack Generator Postgres + Prometheus Stack Generator 2 Tools Ai.Getvda/Postgres Redis Compose Generator Postgres + Redis Compose Generator 2 Tools Ai.Getvda/Rabbitmq Postgres Mongodb Stack Generator RabbitMQ + Postgres + MongoDB Stack Generator 2 Tools Ai.Getvda/Rabbitmq Redis Stack Generator RabbitMQ + Redis Stack Generator 2 Tools Ai.Getvda/Redis Minio Postgres Stack Generator Redis + MinIO + Postgres Stack Generator 2 Tools Ai.Getvda/Redis Minio Stack Generator Redis + MinIO Stack Generator 2 Tools Mcp Server Discovery Transcend MCP Server — Data Discovery tools. npx 微信读书 WeRead 微信读书 MCP Server 是一个为微信读书提供 MCP(Model Context Protocol)服务的工具,支持将微信读书的书籍、笔记和划线数据提供给支持MCP的大语言 HTTP 中国数据核验 - HTTP 微博 Weibo 通过微博访客接口提供用户、微博、热搜、评论、话题及社交关系数据。默认自动申请访客 Cookie,不读取用户手工提供的 Cookie;CLI 可通过扫码登录保存本机登录会话。 HTTP 天眼查 Tianyancha > 天眼查 MCP 命令行工具 —— 为人类与 AI Agent 而生的企业数据查询利器 HTTP 工商企业大数据 旷湖企业大数据服务MCP是基于旷湖海量企业数据构建的Model Context Protocol(MCP)服务集合,为用户提供一站式企业信息查询和分析能力。通过结构化的API接口, HTTP 快递 / 工商 / 发票 / 三要素 瞳虎MCP平台快递查询MCP、企业工商信息查询MCP、运营商三要素核验MCP、发票查验MCP相关文档 HTTP Postgres PostgreSQL MCP server, read-only by default: query, schema introspection, EXPLAIN plans, i npx Mcp Server Kibana Kibana MCP Server npx Ibmi A production-grade MCP server for IBM i npx Mcp Postgres MCP server for PostgreSQL: local, Docker, RDS, Neon, Supabase, or behind an SSH bastion. npx
Clearvoyance Anonymous feedback from real people by voice or text, with an AI report. Flat price per ca 27 Tools AppGoat App Store and Google Play data: apps, reviews, keywords, charts, competitors, ASO playbook 26 Tools BetterPost Finds timely sources across news, social, and the web and writes posts worth publishing. 23 Tools ARC: Open Benchmark Of Whether AI Agents Can Buy Free MCP for ARC's agent-commerce benchmark: read stores and protocols; submit stores or a 16 Tools AutoPoster AI Multi-platform social media post creation, scheduling, and publishing. 14 Tools GENOSYS UAE Shop GENOSYS Korean skincare in the UAE from chat: find products, AED prices, order and pa 11 Tools Demand Discovery AI Validate startup ideas with real people asking for them, each quote linked to its source. 10 Tools Bezal — Local Business Intelligence For AI Agents Search 7,000+ local service businesses across America by category, location, or keyword. 9 Tools Agency.Goji/Goji Answers on AEO, SEO, web and brand from GOJI's published material. Melbourne, Australia. 9 Tools Ai.Atdev/Supershopping 나만을 위한 AI 쇼핑 MCP — 상품을 자연어로 검색·비교·추천해 사용자의 효과적인 쇼핑을 돕습니다. 8 Tools Coreplex Search, compare prices and find official stores across brands that sell on Shopify. 7 Tools Ai.Adoraads/Beauty AI-native beauty ads, sponsored product discovery, and brand recommendations. 6 Tools B/Cited AEO tools: scan any URL for AI-citation readiness, read the public leaderboard and citatio 6 Tools Ai.Commercebook/Commercebook 6 Tools Inside Ads Telegram ad exchange: estimate reach and cost with no account, then create and run campaig 3 Tools 抖音 Douyin (发布) 让你的 AI 助手能够自动上传视频到抖音创作者平台。支持 、 等 AI 工具。 HTTP 小红书 Xiaohongshu MCP for 小红书 / xiaohongshu.com。让你的 AI 助手直接访问小红书数据。 HTTP Productmaker ProductMaker MCP server — cost products, generate landing pages, UGC videos, and ad creati npx Wordpress WordPress MCP server + companion plugin giving AI native access to page builder content, n npx
Firecrawl Firecrawl MCP server, the context API for AI agents: search, scrape, parse, crawl, map, an 26 Tools EasyTerritory MCP Build, balance, realign and analyze sales/service territories; geocode, route, schedule, l 51 Tools Gondola Award Travel Search Compare cash vs points on hotels, flights, and cars. Checkout supported hotels and rental 49 Tools GreenlandAI GreenlandAI: world graph & map (companies, deposits, commodities), marketplace, wallets, p 46 Tools Ai.Autonomad/Travel AI travel agent — book flights, hotels, activities, and events worldwide via autonomad.ai. 14 Tools AgentRoam Buy travel eSIMs, gift cards and mobile top-ups with crypto — user confirms before any ord 11 Tools Atmy Air Quality PM2.5 now, daily history, forecast and country rankings for 300+ cities from citizen senso 11 Tools Entityindex.Ai Verified hotels in Andorra for AI agents: search by area, spa, pets, ski-in, family; offic 6 Tools AIS Agent Flight Recorder — Dead Man Alerts & Resume For AI Agents Dead-man switch for AI agents & cron jobs: heartbeat with state capsule, alerts + resume l 5 Tools AIS Gateway — The Campus Front Desk For AIS MCP Buildings Front desk for the AIS MCP campus: lists our buildings (CVE, Flight Recorder), prices, how 3 Tools 12306 This is a 12306 ticket search server based on the Model Context Protocol (MCP). npx 百度地图 Baidu Maps **Baidu Map MCP Server** is a fully MCP-compliant, open-source Location-Based Service (LBS HTTP 高德地图 Amap 该高德地图 MCP Server 发布在 。 HTTP 飞常准 Variflight A Model Context Protocol (MCP) server implementation for VariFlight flight information ser HTTP Korean Law 법제처 42개 API → 9개 MCP 도구. 법령·판례·조례·조약 + 다단계 리서치(legal_research, 8 task) + 정밀분석(legal_analys npx
Council Of AI GSPC 19 tools (14 free, 5 x402-metered): GSPC board, evidence, Ed25519 card verify. Measurement 52 Tools Ai.Duvera/Gateway Governed AI actions with signed, verifiable receipts: free keyless reads, human-approved w 52 Tools Council Of AI GSPC (Free) 14 free read-only tools: GSPC board, signed card and capsule verify, Merkle proofs, route. 47 Tools Ai.Gregbenza/Openhouse The Open House: a locker, a verifier, a fair coin, a job board, and rooms that give nothin 30 Tools Howseen How ChatGPT, Gemini, Perplexity and Google AI name your brand, cite sources and rank rival 29 Tools Bowmark Do things on live websites: prices, availability, quotes, bookings, anything behind a form 23 Tools HODDS Find software, SaaS and APIs for a need in a sourced catalogue organised by business proce 18 Tools EcoCheck Vietnam GHG inventory obligation checker, 2026 regulations, CBAM and ESG articles (read-on 14 Tools Ai.Bugtape/Bugtape Demo 14 Tools Ai.Aqta/Seal Verify Seal AI decision receipts: signed evidence anyone can check, no account needed. 10 Tools Capxule The context marketplace: expert guided journeys your assistant runs step by step. 9 Tools Zoll.Agency Regeln und Suchen zur Ausfuhr aus der EU: Kumulierung, Präferenznachweis, Incoterms, Waren 7 Tools GVRN Incorporation Collect and submit company incorporation requests for review by GVRN's corpsec team. 7 Tools 1Court Directory US county court directory: clerk, courthouse address, e-filing, filing fees, and case look 6 Tools Circuit Sim Lab (電路模擬實驗室) PCB calculators: trace impedance, crosstalk, diff skew, crystal load cap, Vout tolerance, 6 Tools Ai.Fluxink/Fci Convert handwriting into text, LaTeX math, chemistry, or molecular structures. 6 Tools Ai.Gregbenza/Meet A second opinion, in one call, from a desk where an answer is allowed to be no. 6 Tools HOTKER 핫커 | 한국 상품·휴대폰 성지 구매가 AI 한국 상품·휴대폰 검증 조건 검색과 총비용·약정 반환금·결합할인 참고 계산. 출처·누락 조건을 제공하는 무인증·읽기 전용 MCP입니다. 6 Tools Husverket – Swedish Prefab Houses Husverket AB knowledge base: 350 Q&A on attefallshus, prices and building permits in Swede 6 Tools INITE INITE itself: services and prices, free call slots, booking a call, writing to the team. N 6 Tools Projectory Find UAE off-plan developments and registered residential sales. 5 Tools Events.Aero Find aviation events: airshows, fly-ins, workshops and club meets. Public and read-only. 5 Tools Hood. — .Hood Name Service Resolve .hood names on Robinhood Chain — forward/reverse, text records, availability & pri 5 Tools Bureau Public Reader Bureau-operated public read-only MCP service for public Context Packets and Cases. 5 Tools Advisors AI — Route A Store Need To A Service Describe a store's problem: get the matching service, its fixed price, and a request link. 5 Tools AIノアカリ☆ One Minute Akari A free one-minute reset for people, delivered by AI, with no account or personal data. 5 Tools Ai.Aivonic/Mcp Do business with Aivonic: pricing, products, check availability, book a demo, request a qu 5 Tools AlphaCreek SEC Filings MCP Access SEC filings efficiently (10-K, 10-Q, etc), save time and tokens, and get cited answ 5 Tools Ai.Artemisgtm/Gtm Engineer GTM engineering consulting firm for seed to Series C startups. We build and run GTM system 5 Tools Ai.Askmiles/Catalog Miles' public credit-card catalog: facts, transfer partners, valuations. Keyless, read-onl 5 Tools AFMR Discovery Read AFMR failure modes and discover scoped attestation and lift-evidence contracts. 4 Tools Ai.Artidrop/Artidrop Publish HTML, Markdown, and multi-file sites as shareable URLs instantly via MCP. 4 Tools CertifiKit COI Tools Certificate of insurance tools: build subcontractor insurance requirements, check an ACORD 4 Tools CertScore.Ai MCP Light Free website privacy scanner for pre-consent cookies, trackers, consent, policy, and HTTPS 4 Tools Ai.Colaunched/Public Business ideas from real public demand, scored with dated evidence. 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Powered by HAPI MCP server 3 Tools DatePhotos.AI Tinder, Hinge and Bumble photo rules and AI-photo policies, plus a free dating photo audit 3 Tools 障害福祉AI辞典 (Japan Disability Welfare Dictionary) Japan disability welfare (障害福祉) reference: service fees, add-ons, staffing. In Japanese. 3 Tools INITE Directory Businesses that confirmed their own facts at INITE, found by what they do and where. 3 Tools Calaf Seed Tools Author and validate Calaf workspace seeds against the app's real importer. 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