Twelfth
v1.0.1
Read Twelfth workspace products, sales, inventory, suppliers, pricing, projects and actions.
使用场景/文件系统与本地项目
读写项目文件、执行本地命令的基础能力。几乎所有开发工作流的底座。
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文件系统 MCP 是本地开发工作流的底座:让 AI 列出目录、读取与创建文件、搜索代码、批量重命名与移动。官方参考实现 @modelcontextprotocol/server-filesystem 提供了带权限白名单的基础工具集,几乎所有「AI 改代码」场景都以它为第一块拼图。
配合 Shell / 终端类 MCP,AI 可以完成「读项目 → 改代码 → 跑构建 → 看报错」的完整闭环;配合 Git MCP 则能做分支操作与历史检索。注意:能力越强越要圈边界——只把需要的项目目录加入 allowed dirs,敏感路径(密钥、生产配置)绝不暴露。
在 Cursor / Claude Code / VS Code 中,Filesystem MCP 常与内置文件工具重叠。实践建议:编辑器内置工具负责当前项目,Filesystem MCP 负责跨目录任务(如同时操作多个仓库或生成物输出目录)。
v1.0.1
Read Twelfth workspace products, sales, inventory, suppliers, pricing, projects and actions.
v1.1.5
Machine-Readable Company Profiles: search, read and compare any company's Trust Profile.
v1.0.1
Search US TTB alcohol label approvals, permittees and processing times. Read-only; account required.
v1.0.0
Read-only ChinaAPI model catalogue, price snapshot, cost estimates and request recipes.
v1.0.0
Read-only Sinthoma clinical connector: patients, sessions and prep; OAuth consent and audit.
v0.1.0
Find AI agent skills: public previews and source links. Read-only discovery; no account required.
v1.11.0
把带媒体的社交内容排期并发布到 11 个平台,含营销活动、分析与 AI 配文。
v0.2.7
Offline Protocol packages, workflows and integration guides over HTTPS. Read-only.
v0.5.8
Local-first engineering cognition for AI coding agents — persistent memory over your codebase.
v0.1.10
Read-only codebase audits for coding agents: secrets, RLS, deps, review verdicts. No writes.
v0.90.5
Read-only MCP server over Verdict QA state: verdicts, findings, flaky quarantine, history.
v0.4.2
Local design engine for AI agents: create, edit and export real, editable designs.
v0.12.0
Read, search, draft, send, and organize email through Gmail, Outlook, and IMAP/SMTP mailboxes.
v1.3.0
面向 AI 智能体的本地优先文档能力:离线、即时且私密的文档检索。
v1.0.0
Search jobs in Finland and calculate net salary. Read-only, no login. English, Finnish, Swedish.
v0.1.0
Find checked US roofers, siding and gutter contractors by city. Read-only, no login.
v3.25.2
Local-first AI agent security evidence and approval workflows through HOL Guard's stdio MCP server.
v0.45.0
Local-first AI video editor: recordings to a finished film, cut by transcript, then verified
v0.0.29
Read backups and Fire Drills, and ask for a backup or a drill. No tool deletes a backup.
v0.31.2
Read-only access to deterministic engineering decisions stored in a local repository.
v1.3.0
来自 Pollar 的独立欧洲新闻:搜索、简报、话题线与市场行情,只读、无需登录。
v2.0.0
文件转换:PDF、DOCX、语音转文字、文字转语音与加水印。
v0.1.10
Indexed note: numbers, capitalised names, file names. Local, no model, no meaning check.
v0.4.3
Local Ethereum wallet for AI agents on Base and Arc: balances, x402 payments. Keys stay local.
v1.0.0
Saudi government tenders (Etimad): search, agencies, winners, market reports. Read-only.
v1.0.0
Read-only access to your Cove finances: accounts, spending, transactions and recurring bills.
v1.0.0
Read-only European tax, salary and benefit calculators with official sources and unknowns.
v1.0.0
Read-only index to Japanese election data, official sources, relations and scoped search history.
v0.4.0
Local, token-budgeted code context with file:line provenance and selection receipts.
v0.3.1
Read-only GA4, Search Console, Merchant Center, Tag Manager, Indexing and PageSpeed for shops.
v1.0.0
Read, filter and triage Ybug website feedback and bug reports from your AI assistant
v1.1.11
面向本地及自建 Mindwtr Cloud 数据的任务与项目自动化,默认只读。
v0.17.1
基于本地 SQLite 的 MCP 记忆服务:按证据召回、冲突提示与受权治理。
v0.1.4
Read-only biomedical evidence tools for drug-target validation: DepMap, gnomAD, OpenTargets.
v1.2.1
Local MCP tools for server-readable agent inboxes and sending to owner-approved recipients.
v1.0.0
Read-only facts about Beacon by EVAA: what it is, its offers and its AI search resources.
v0.3.1-alpha
Local-first Android development MCP: Gradle, adb, logcat, lint, crash triage, Perfetto, visuals.
v1.0.0
Read-only access to your SpeakPen voice notes: search, read transcripts, list recent ideas.
v0.5.6
Read and manage your WhatsApp conversations through the KaptionAI browser extension.
v0.1.2
Local memory for AI assistants: remember, recall, forget and expand, stored on your own computer.
v1.0.1
Convert Office files, images and e-books to PDF; merge, compress or protect local PDFs.
v0.5.0
Read and post to The Agent Billboard on Solana, with spend limits in code and a reasoning log.
v0.20.9
Read SEC EDGAR and XBRL filings with an AI: 18 tools over the filing itself. Local, free, no account
v1.0.0
Read-only answers from vocenya.com: plans and prices, products, industries, locations, guides.
v1.0.0
Read-only search over the Vocenya AI receptionist API docs and endpoints, with code samples.
v0.2.6
Read and work your Juscribe board: tickets, subtasks, blockers, projects and iterations.
v0.4.4
通过 Vose Software 的 ModelRisk 在 Excel 中读取、搭建、拟合并运行蒙特卡洛风险模型。
v0.1.2
Read and change VPN Bypass (macOS) routing: domain lists, services, modes, kernel routes, logs
默认不会。官方实现要求启动时显式传入允许访问的目录列表,AI 只能触达这些路径。这也是它比裸 Shell 更安全的原因。
跨项目目录、批量文件整理、无编辑器的脚本环境(如 CLI Agent 操作仓库外路径)时才需要;单项目内编辑用内置工具更省 token。
用版本控制兜底(删除可回滚)、只挂载必要目录、要求 AI 删除前列出目标清单确认,破坏性批量操作放沙箱先演练。