Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Descripción del creador (original en inglés)
Manage your Celigo integrator.io account: integrations, flows, connections, errors, and jobs.
Estos tres nunca se combinan en una sola puntuación: las opiniones, las mediciones y la popularidad son cosas distintas.
Todavía no escribimos un resumen sencillo para este. Abajo están los datos que leímos del registro.
Elige la app de IA que usas y copia la configuración.
Necesitas
¿Qué app usas?
Elige tu app arriba. La recordamos, así que la próxima vez el botón dirá “Instalar en …”.
Funciona en Claude para web, escritorio y móvil:
https://api.integrator.io/celigo-mcpEjecuta esto en tu terminal
claude mcp add --transport http celigo https://api.integrator.io/celigo-mcpPégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"celigo": {
"url": "https://api.integrator.io/celigo-mcp"
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Pégalo en .vscode/mcp.json de tu proyecto
{
"servers": {
"celigo": {
"type": "http",
"url": "https://api.integrator.io/celigo-mcp"
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
ChatGPT solo se conecta a servidores en internet:
https://api.integrator.io/celigo-mcpLos nombres de los menús pueden variar un poco según el plan y con el tiempo.
Tu elección se guarda en una cookie en este dispositivo; no necesitas cuenta.
Esta configuración se genera a partir de la ficha del creador en el registro. Si el README dice otra cosa, sigue el README.
Todavía no hemos leído la lista de herramientas de este servidor; revisamos los endpoints por turnos.
Revisamos información que cualquiera puede ver; no hemos leído el código. Las revisiones que no aplican no se cuentan. · Revisado el 6 nov 2026
El nombre en el registro se verificó con el dominio celigo.com (el registro comprueba quién es dueño del dominio)
Todavía no hemos leído este repo en GitHub
Todavía no hemos leído este repo en GitHub
Aún sin revisar; revisamos los endpoints por turnos
Aún sin revisar; revisamos los endpoints por turnos
Aún sin revisar; leemos la lista de herramientas cuando revisamos el endpoint
Comparado con todos los servidores activos de esta categoría en el registro. Las estrellas solo cuentan cuando quien lo publica es dueño del repo.
Superó 1 de 1 revisiones básicas aplicables. No hemos leído el código. Antes de agregar una clave o un token, revisa qué acceso pide el servidor y usa una clave que tenga solo los permisos que necesitas.
El registro no indica ninguna clave obligatoria, aunque algunos servidores te piden iniciar sesión la primera vez que los usas.
Se ejecuta en la nube del creador. Te conectas por internet sin instalar nada, pero lo que envías pasa por los servidores del creador.
El repo de GitHub cambió por última vez –, y la última versión (0.12.0) llegó al registro hace 30 días.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. Se conecta por URL, así que también funcionan las apps que aceptan servidores MCP remotos, como ChatGPT en modo desarrollador.
En la misma categoría: Spec Driven Development, Remote Desktop Commander, 오늘냥이 (Oneul Nyangi)
Servidores de la misma categoría hechos por otros creadores, ordenados por estrellas.
Cómo leer una tarjeta:★ Estrellas de GitHubiTres pilares: reseñas · revisiones · usoiActualizado = fecha en que se publicó la última versión en el registroi
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.
Real cat photos, diaries, profiles, age and food reference calculators, and breeds.
Copiado tal cual del repo del creador. PopNx MCP no lo ha revisado ni lo respalda. Se quitaron HTML, imágenes y scripts. Los enlaces llevan fuera de este sitio.
One-stop shop for building integrations on the Celigo platform with AI.
This repo contains:
npx skills add celigo/ai
# List available skills
npx skills add celigo/ai --list
npx skills add celigo/ai --skill getting-started
npx skills add celigo/ai --skill configuring-exports -a claude-code
This repo is also a native plugin for Claude Code, Cursor, Codex, and Grok Build, bundling all of the skills below plus the Celigo Platform MCP server.
[Claude Code](https://code.claude.com) -- in the app, or with the claude CLI:
/plugin marketplace add celigo/ai
/plugin install celigo@celigo
[Cursor](https://cursor.com) -- team admins can add this repo directly under Team Marketplaces. To add only the MCP server, use the one-click Add to Cursor link in Connect the Celigo MCP server.
[Codex](https://developers.openai.com/codex) -- run codex plugin marketplace add celigo/ai, then install celigo from the Plugins Directory in the ChatGPT desktop app.
[Grok Build](https://x.ai/cli) -- install it straight from this repo. --trust lets the plugin's MCP server run:
grok plugin install celigo/ai --trust
For 50+ other agents, use the skills install above.
Installing the plugin also configures the Celigo Platform MCP server. It authenticates via OAuth -- the first time an agent uses it, you'll be prompted to sign in to Celigo, so no API token is required.
Each region runs its own identity provider, so the sign-in only completes against the region that hosts your account. The plugin connects to the US endpoint (https://api.integrator.io/celigo-mcp) unless you pick another region:
/plugin configure celigo@celigo. From the CLI, pass it at install: claude plugin install celigo@celigo --config api_host=api.eu.integrator.io. The region picker needs Claude Code 2.1.271 or later.CELIGO_API_HOST) under Plugins -> Configure in the Cursor dashboard, or set a CELIGO_API_HOST environment variable (for example api.eu.integrator.io), which takes precedence./mcps, select Celigo (it shows *setup required*), and pick your region. The server doesn't start until you do, even for US. To switch regions later, set a CELIGO_API_HOST environment variable (for example api.eu.integrator.io), which takes precedence.The plugin connects to one region at a time. To work in accounts in more than one region, add each extra region as its own server under a different name, such as Celigo-EU. See Regions for every region's endpoint.
Using Claude (claude.ai, Desktop, or mobile)? Celigo is in Claude's connectors directory for every region: [Add to Claude](https://claude.ai/directory/connectors/celigo), then select Connect and pick your region's URL.
Using a different client -- VS Code, Windsurf, Gemini CLI, Codex CLI, or Claude Desktop's config file? See [Connect the Celigo MCP server](docs/connect-mcp.md) for one-click *Add to Claude*, *Add to Cursor*, and *Install in VS Code* links and copy-paste config.
Skill how-tos show celigo CLI commands, but most operations map directly to the bundled Celigo Platform MCP server's tools (list_* / upsert_* / delete_resource / run_flow / install_template), so agents connected over MCP follow the same skills and translate the command blocks. A few admin surfaces (the local account index, stacks, on-premise agents) remain CLI/REST/UI-only, and API tokens are managed only in the UI.
| Skill | Description |
|---|---|
| getting-started | Core concepts, build order, account discovery, and which skill to use |
| configuring-connections | Credentials, auth methods, OAuth, iClients |
| configuring-exports | Data source steps -- REST, SOAP, database, file, webhook, delta (incremental) exports |
| configuring-imports | Data destination steps -- mappings, lookups, upsert logic |
| building-flows | Pipelines wiring exports to imports -- scheduling, chaining, error management |
| building-syncs | Data Ingestion syncs -- replicating application tables into a data warehouse, with backfill and schema drift |
| building-apis | Custom HTTP endpoints for synchronous external access |
| building-tools | Reusable operations callable from flows, APIs, agents, and MCP servers |
| building-mcp-servers | MCP endpoints exposing tools to external AI agents |
| building-b2b | EDI integrations -- trading partners, X12/EDIFACT, file definitions |
| configuring-ai-agents | LLM-powered import steps on any supported model provider |
| configuring-filters | Expression and script filters on exports, imports, and branches |
| configuring-guardrails | PII detection, content moderation, AI-based validation |
| configuring-lookup-caches | In-memory key-value stores for fast lookups and dedup |
| configuring-topics | Event Streams topics -- publish once, consume in several flows; retention, messages, listener positions |
| managing-users | Workspace users -- invitations, permissions, MFA/SSO, access levels |
| managing-end-users | MCP end users, groups, roles, and capability grants |
| managing-integrations | Integration containers, cloning, and lifecycle management (ILM) across environments |
| managing-file-storage | Celigo Storage files and folders, Storage Query, and the hosted SFTP server for partners |
| managing-api-tokens | Inbound API tokens -- scoping, rotation, revoke/delete lifecycle |
| managing-network-policies | IP allow and deny lists for API tokens, MCP servers, and sign-in |
| managing-stacks | Bring-your-own compute for hooks and connector wrappers (server or AWS Lambda) |
| managing-on-premise-agents | Secure connectivity to private systems behind a firewall |
| using-marketplace-templates | Install Templates and Integration Apps; copy prebuilt flows |
| troubleshooting-flows | Diagnosing failures, partial errors, stuck jobs, empty runs |
| writing-mappings | Mapper 2.0, Transformation 2.0, lookups, response mapping |
| writing-handlebars | Dynamic template expressions for mappings, URIs, SQL, filters |
| writing-settings-forms | Settings forms that collect settings on integrations, flow groups, flows, exports, imports, connections, and iClients |
| writing-scripts | JavaScript hooks -- preSavePage, preMap, postMap, postSubmit |
| writing-sql | SQL for RDBMS exports/imports across Snowflake, Postgres, MySQL, and more |
Both reach the same integrator.io account, and most skills work on either:
celigo pull, diff, push, promote, lint), the account index (celigo account snapshot|search|dependencies|lint), and every domain the deployed MCP server has no tools for.The deployed MCP server has no tools today for syncs, Event Streams topics, network policies, end users and their groups and roles, Storage Query and the hosted SFTP file server, stacks, on-premise agents, test runs of flows, tools and APIs, integration and flow clones, integration revisions and snapshots, connection pings and debug logs, export and import invokes, processor runs (Handlebars, filters, file parsers), notifications, long-runtime alerts, event reports, and recycle-bin restores and purges other than Celigo Storage files. For those, use the CLI, the integrator.io REST API, or the UI; API tokens are managed only in the UI. Where a skill has a references/mcp.md, it says what the server can and can't do for that skill.
The plugin bundles slash commands for Cursor and Claude Code -- skills-backed helpers. The authoring ones work without a connected account; /celigo-troubleshoot reads the account through the CLI or the MCP server when either is connected:
| Command | Description |
|---|---|
/celigo-plan-integration | Plan a new integration from requirements (design + build order) |
/celigo-handlebars | Author or debug a Handlebars expression |
/celigo-sql | Write SQL for an RDBMS export/import |
/celigo-mapping | Build a field mapping (Mapper 2.0) |
/celigo-review-config | Review a pasted resource config against best practices |
/celigo-troubleshoot | Diagnose a failing, partial, empty, or stuck flow and say what to fix (read-only until you ask) |
The mcp/ directory contains prompts and resources served by the Celigo MCP server via the MCP protocol's prompts/list, prompts/get, resources/list, and resources/read endpoints, and the server's instructions. Newer server builds also serve the skills themselves, at skill://celigo/ / and through a get_skill tool; the deployed server serves the prompts and resources only — see mcp/README.md.
| Prompt | Description |
|---|---|
| getting-started | Orientation for the Celigo MCP server -- core concepts, build order, tool inventory |
| plan-new-integration | Plan a new integration from requirements |
| review-flow-config | Review an existing flow configuration |
| troubleshoot-flow | Diagnose a failing or misbehaving flow |
| diagnose-connection | Troubleshoot connection issues |
| audit-account-health | Audit account health and find issues |
| writing-handlebars | Write Handlebars template expressions |
| writing-sql
Solo se muestra el principio; lee el resto en el repo