Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Turn any OpenAPI/Swagger spec or REST API docs link into a managed MCP server. Free account.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
适用于网页版、桌面版和手机版 Claude:
https://api.kaiv.ai/api/bridge/manage/mcp在终端中运行这条命令
claude mcp add --transport http bridge https://api.kaiv.ai/api/bridge/manage/mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"bridge": {
"url": "https://api.kaiv.ai/api/bridge/manage/mcp"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"bridge": {
"type": "http",
"url": "https://api.kaiv.ai/api/bridge/manage/mcp"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
ChatGPT 只能连接互联网上的服务器:
https://api.kaiv.ai/api/bridge/manage/mcp菜单名称可能因套餐和版本不同而略有差异。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
我们还没有读取这个服务器的工具列表;我们会轮流检查各个端点。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月6日
注册名称已通过域名 kaiv.ai 验证(注册中心会核实域名所有权)
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
尚未检查;我们会轮流检查各个端点
尚未检查;我们会轮流检查各个端点
尚未检查;我们会在检查端点时读取工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
GitHub 仓库最后更新于–,最新版本(1.0.4)于17天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
同一分类中有:Spec Driven Development, Remote Desktop Commander, topo^alpin
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Avalanche bulletins and mountain weather forecasts for any place in the Alps.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
Kaiva Bridge turns your API, database or documents into a managed MCP server that Claude, ChatGPT, Cursor, VS Code and other AI clients can use. This page covers the Kaiva Bridge connector, ai.kaiv/bridge, first; the command-line tool follows.
ai.kaiv/bridge)Kaiva Bridge is also an MCP server itself, so your AI client can create and manage MCP servers from inside a chat. It is listed in the official MCP Registry as ai.kaiv/bridge and in Claude's connector directory.
https://api.kaiv.ai/api/bridge/manage/mcp (Streamable HTTP)list_my_servers, get_server, create_server (drafts a server from an OpenAPI spec URL) and reintrospect_server (refreshes a server's tools when the API changes).The connector drafts and lists. Publishing a server and switching its tools on happen in the console, by you.
VS Code and GitHub Copilot: click Add to VS Code on kaiv.ai/bridge, or run *MCP: Add Server* in VS Code with the address above, then sign in when asked. Claude: claude.ai/directory/kaiva-bridge. Claude Code: claude mcp add --transport http --scope user kaiva-bridge https://api.kaiv.ai/api/bridge/manage/mcp. Cursor and ChatGPT: the Add menu on kaiv.ai/bridge.
Then ask: "List my Kaiva Bridge servers" or "Create a Kaiva Bridge server from https://petstore3.swagger.io/api/v3/openapi.json".
Publish any API or database as a live MCP server, from your terminal.
Kaiva Bridge turns an OpenAPI spec, a database (PostgreSQL, MySQL, MariaDB or SQL Server) or a remote MCP server into a managed MCP server your agents can call. This CLI drives it over the Management API. Every setup command is safe to run again.
Connect your AI agent to APIs, databases and documents with Kaiva Bridge. Install the skill so your coding agent can set up managed MCP connections for you. Try public APIs without an account.
Works with Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot and other compatible coding agents.
npx skills add ai-kaiva/bridge
Nothing to install. Node 18+ has everything:
npx @kaiva/bridge help
For a public API spec, one command gives you a working MCP server. No account, no login:
npx @kaiva/bridge try --openapi https://petstore3.swagger.io/api/v3/openapi.json
You get the server's address, a key for that one server, and a claim link. The server offers only the spec's GET operations, and lasts 72 hours or 500 calls. Open the claim link to keep it in your workspace: it keeps its address and your plan's limits apply. The key stops working at claim, so connect your AI client again from the console. Then you can add an API key and switch on other operations. Coding agents can do this themselves (--json prints one JSON object).
In a cloud agent sandbox (Codex cloud, Claude Code on the web), allow the domains api.kaiv.ai and registry.npmjs.org first: their network access is off or limited by default.
claude plugin marketplace add ai-kaiva/bridge
claude plugin install kaiva-bridge@kaiva
Or copy just the skill: npx @kaiva/bridge skill install.
For a Postgres database that only the AI clients on your machine use, Kaiva Postgres MCP is a free, open-source MCP server that runs locally and only reads. It replaces the archived @modelcontextprotocol/server-postgres: change the package name and nothing else changes.
claude mcp add postgres -- npx -y @kaiva/postgres-mcp postgresql://localhost/mydb
claude plugin install postgres-mcp@kaiva
When you need the same database in Claude.ai or ChatGPT, or for your team, push --db below serves it from Bridge.
npx @kaiva/bridge login
The terminal shows a code and opens the console. Enter the code there and approve it (owner or admin of the workspace). The key is saved for this machine in ~/.config/kaiva-bridge/credentials.json, readable only by you. whoami shows the workspace and key in use; logout revokes the key and removes it.
For CI and scripts, use a Management key from the console (Keys & access, key type Management) instead. When set, it is used in place of a saved login:
export KAIVA_BRIDGE_TOKEN=kv_mgmt_...
logout revokes only a saved login. A key you supply in KAIVA_BRIDGE_TOKEN is yours to manage: unset it, and revoke it in the console when it is no longer needed. Signing in again revokes the login it replaces.
Management keys are refused by the MCP gateway, and gateway keys are refused by the Management API: the two credential types are never interchangeable.
# An API spec (only operations that read are exposed with --read-only)
npx @kaiva/bridge push my-api --openapi https://api.example.com/openapi.json --read-only
npx @kaiva/bridge push shop-db --db --read-only
npx @kaiva/bridge push handbook --docs ./policies
npx @kaiva/bridge install my-api --client claude-code # or --client cursor
install adds the server to Claude Code (this folder's .mcp.json, or --global) or Cursor (~/.cursor/mcp.json, or --project), keeping every other entry. The client signs in with your Kaiva account the first time; --key writes a key for this one server instead. --dry-run shows the change; uninstall removes it. For any other MCP client, key --label --replace makes a gateway key to paste with the endpoint. Run the same commands again and nothing is duplicated: push reuses the server with that name, install leaves an existing entry as it is, and key --replace swaps the key with that label.
npx @kaiva/bridge skill install # adds the setup skill to Claude Code (~/.claude/skills)
Then ask: "connect my database to Claude Code with Kaiva Bridge". The skill runs the commands below, asks you before connecting without certificate checks or exposing operations that write, and confirms with a first tool call.
Runnable scripts in examples/:
database-to-claude-code.sh: a Postgres, MySQL or MariaDB database into Claude Codeopenapi-to-cursor.sh: an OpenAPI spec into Cursor for this projectcall-from-your-app.mjs: call your MCP server from your own Node app, no dependencies| Command | What it does | |
|---|---|---|
push --openapi | Create + introspect + expose + publish from an OpenAPI spec | |
push --mcp | Wrap an existing remote MCP server, choosing which of its tools to offer | |
push --postgres | Read-only tools from a Postgres database | |
push --mysql | Read-only tools from a MySQL or MariaDB database | |
push --graphql | Read tools from a GraphQL API's queries (mutations are not offered) | |
push --sqlserver | Read-only tools from a SQL Server or Azure SQL database (sqlserver://… or Server=…;Database=…;User ID=…;Password=…) | |
push --docs | Documents your AI can search and read, page by page; the same file name again replaces that document. --no-wait returns once the files are sent | |
push --db [--db-env NAME] | The database in DATABASE_URL (or NAME), from the environment or .env.local/.env; the engine is told apart by the address, which never appears on the command line | |
push … --read-only | Expose only operations that read; writes stay off until you choose them | |
push … --no-check | Skip the setup check every push and try ends with: one real call, writes switched on, the tool list's size and tables that look private | |
push … --ca-file / --no-verify-tls | A database with a self-signed certificate: check it against your provider's CA, or connect without checking | |
login [--no-browser] | Approve this machine in the console and save a key for it | |
whoami | The workspace, account and key in use | |
logout | Revoke this machine's key and remove it | |
skill install [--project] | Add the setup skill for coding agents | |
| `install --client claude-code\ | cursor` | Add a live server to the client's config; --key, --dry-run, --global (Claude Code), --project (Cursor) |
| `uninstall --client claude-code\ | cursor` | Remove it, and revoke a key install added |
doctor [--call ] | Check reachability, sign-in, publication, the MCP handshake and tool list; each step passes, fails with a code and a fix, or says it did not run. --call makes one call with a tool that reads. Ends with a receipt for support (no secrets) | |
servers | List servers with state and source | |
publish | Publish a draft server | |
key [--label L] [--replace] | Mint a server-scoped gateway key (shown once); --replace revokes the earlier key with that label | |
introspect | Re-read the source. Exits 3 if a contract change was held | |
revisions | Contract history: when it changed and which tool | |
promote | Publish the held change | |
reject | Discard it and restore what is being served | |
auto-publish [--off] | Publish contract changes without review | |
invoke [--args '{"k":"v"}'] | Test-call a tool through the real governed path (audited) | |
logs [--limit 50] | Tail the audit log | |
metrics [--range 24h] | Workspace KPIs (1h · 24h · 7d · 30d) |
--json on push, key, install, whoami and doctor prints one JSON result on stdout (progress goes to stderr), for scripts and agents. KAIVA_BRIDGE_URL overrides the API base (defaults to https://api.kaiv.ai/api/bridge/v1).
Call a live example server from your browser, no account needed: https://app.kaiv.ai/try
MIT © SLATEAI LIMITED · kaiv.ai/bridge