Agent skill

Oce MCP Integration

by datadrivenconstruction in datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

Install Oce MCP Integration

skills CLI

$ npx skills add datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction --skill oce-mcp-integration -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction oce-mcp-integration --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction.git skills-src && mkdir -p .claude/skills && cp -r skills-src/6_OpenConstructionERP/oce-mcp-integration .claude/skills/oce-mcp-integration && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Paste into Claude Code

Install the "oce-mcp-integration" agent skill from https://github.com/datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction/tree/main/6_OpenConstructionERP/oce-mcp-integration into .claude/skills/oce-mcp-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "oce-mcp-integration", then confirm the skill loads.

Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

$skill-installer

$skill-installer install https://github.com/datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction/tree/main/6_OpenConstructionERP/oce-mcp-integration

Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.

skills CLI

$ npx skills add datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction --skill oce-mcp-integration -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction oce-mcp-integration --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction.git skills-src && mkdir -p .agents/skills && cp -r skills-src/6_OpenConstructionERP/oce-mcp-integration .agents/skills/oce-mcp-integration && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "oce-mcp-integration" agent skill from https://github.com/datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction/tree/main/6_OpenConstructionERP/oce-mcp-integration into .agents/skills/oce-mcp-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "oce-mcp-integration", then confirm the skill loads.

Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction --skill oce-mcp-integration -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction oce-mcp-integration --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/6_OpenConstructionERP/oce-mcp-integration .cursor/skills/oce-mcp-integration && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "oce-mcp-integration" agent skill from https://github.com/datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction/tree/main/6_OpenConstructionERP/oce-mcp-integration into .cursor/skills/oce-mcp-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "oce-mcp-integration", then confirm the skill loads.

Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

gemini skills install

$ gemini skills install https://github.com/datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction.git --path 6_OpenConstructionERP/oce-mcp-integration

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction --skill oce-mcp-integration -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction oce-mcp-integration --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/6_OpenConstructionERP/oce-mcp-integration .gemini/skills/oce-mcp-integration && rm -rf skills-src

Use ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.

Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/

Paste into Gemini CLI

Install the "oce-mcp-integration" agent skill from https://github.com/datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction/tree/main/6_OpenConstructionERP/oce-mcp-integration into .gemini/skills/oce-mcp-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "oce-mcp-integration", then confirm the skill loads.

Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

GitHub CLI

$ gh skill install datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction oce-mcp-integration

Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).

skills CLI

$ npx skills add datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction --skill oce-mcp-integration -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction.git skills-src && mkdir -p .github/skills && cp -r skills-src/6_OpenConstructionERP/oce-mcp-integration .github/skills/oce-mcp-integration && rm -rf skills-src

Use ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.

GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/

Paste into GitHub Copilot

Install the "oce-mcp-integration" agent skill from https://github.com/datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction/tree/main/6_OpenConstructionERP/oce-mcp-integration into .github/skills/oce-mcp-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "oce-mcp-integration", then confirm the skill loads.

GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction --skill oce-mcp-integration -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction oce-mcp-integration --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/6_OpenConstructionERP/oce-mcp-integration .opencode/skills/oce-mcp-integration && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "oce-mcp-integration" agent skill from https://github.com/datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction/tree/main/6_OpenConstructionERP/oce-mcp-integration into .opencode/skills/oce-mcp-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "oce-mcp-integration", then confirm the skill loads.

OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

Facts

Skill name: oce-mcp-integration
GitHub stars: 345
Token cost: ~852 tokens
SKILL.md length: 217 words
Files: 1
Skills in repo: 36
Repo updated: Aug 22, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

Works in 4 steps: Start read-only (browse/search), add… → Wrap long operations (BIM conversion) in… → Log every assistant action server-side… → …
Wiring an assistant to the ERP
SKILL.md covers Why MCP, What to expose (start with…, Reference implementation… and Auth & safety, plus 1 more section
Needs ERP_TOKEN

What it does

Oce MCP Integration is an agent skill from datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction. Connect OpenConstructionERP to AI coding assistants via MCP (Model Context Protocol): expose costs, BOQ, BIM and catalog endpoints as MCP tools so Claude Code / Antigravity / OpenCode can drive the platform. Use when wiring an assistant to the ERP.

Its SKILL.md is about 850 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Agent Workflows, covering MCP servers. It works with Model Context Protocol. The repository describes itself as: 221 AI skills for construction: BIM analysis, cost estimation, scheduling, document control, and automation with Claude Code. The licence is MIT.

When your agent uses it

Wiring an assistant to the ERP
Tasks that involve MCP servers

Example prompts

“/oce-mcp-integration”

Requirements

A credential in ERP_TOKEN

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

Start read-only (browse/search), add writes (BOQ create, link) after testing.
Wrap long operations (BIM conversion) in a progress-tool pattern instead of blocking.
Log every assistant action server-side (the platform's usage ledger pattern).
Publish the MCP server to the assistant marketplace (Claude Code registry, Antigravity, OpenCode).

What it can do on your machine

Read from SKILL.md and the folder at commit ce45bbf. It shows what the files ask for, not the result of running them.

Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are typescript).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
- ERP_TOKEN
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Oce MCP Integration loads about 852 tokens when it runs. Until then it costs about 67 tokens; SKILL.md has 217 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~67
When it runs · the whole SKILL.md, loaded when a task matches: ~852

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction at commit ce45bbf, republished under its MIT licence (© datadrivenconstruction). 217 words, ~852 tokens.

Download SKILL.mdSave it as .claude/skills/oce-mcp-integration/SKILL.md (or your agent's skills folder).

name: oce-mcp-integration
description: Connect OpenConstructionERP to AI coding assistants via MCP (Model Context Protocol): expose costs, BOQ, BIM and catalog endpoints as MCP tools so Claude Code / Antigravity / OpenCode can drive the platform. Use when wiring an assistant to the ERP.

MCP Integration for OpenConstructionERP

Why MCP

MCP (Model Context Protocol) is the 2026 standard for giving AI assistants tools. Wrapping OpenConstructionERP's REST API in an MCP server turns the assistant from a chat partner into an operator: it can load a cost base, search items, build a BOQ and read validation results itself.

What to expose (start with these)

MCP tool	Underlying API	Notes
`list_cost_bases`	`GET /api/v1/costs/base-catalog`	families, variants, positions, loaded badge
`load_cost_base`	`POST /api/v1/costs/load-cwicr/{db_id}`	idempotent, returns imported/skipped
`search_cost_items`	`GET /api/v1/costs/?region=...&q=...`	SQL path, works without Qdrant
`get_cost_item`	`GET /api/v1/costs/{id}`	full components[] + classification
`category_tree`	`GET /api/v1/costs/category-tree/?region=...`	browsing
`suggest_for_element`	`POST /api/v1/costs/suggest-for-element`	BIM element → cost ranking
`create_boq` / `validate_boq`	`POST /api/v1/boqs`, `/boqs/{id}/validate/`	estimating
`import_catalog`	`POST /api/v1/catalog/import/{region}`	resource catalog

Reference implementation (TypeScript, fast)

typescript

// mcp-server: FastMCP wrapper around the ERP's FastAPI backend
import { FastMCP } from "fastmcp";

const ERP = process.env.OPENESTIMATE_URL ?? "http://localhost:8000";
const server = new FastMCP({ name: "openconstructionerp" });

server.addTool({
  name: "load_cost_base",
  description: "Load a CWICR cost base (e.g. TR_NATIONAL, ZH_CHINA) into the ERP.",
  parameters: { db_id: { type: "string", required: true } },
  execute: async ({ db_id }) => {
    const r = await fetch(`${ERP}/api/v1/costs/load-cwicr/${db_id}`, {
      method: "POST",
      headers: { Authorization: `Bearer ${process.env.ERP_TOKEN}` },
    });
    return await r.json();
  },
});

server.addTool({
  name: "search_cost_items",
  description: "Search cost items in a region by keyword.",
  parameters: { region: { type: "string" }, q: { type: "string" } },
  execute: async ({ region, q }) => {
    const r = await fetch(`${ERP}/api/v1/costs/?region=${region}&q=${encodeURIComponent(q)}&limit=20`,
      { headers: { Authorization: `Bearer ${process.env.ERP_TOKEN}` } });
    return await r.json();
  },
});

server.start({ transportType: "stdio" });

Auth & safety

Reuse the ERP's JWT (register a service account; bootstrap admin only for setup).
MCP tools must be idempotent and read-mostly: load_cost_base returns already_loaded on repeat.
Never expose raw credentials in tool descriptions; use env vars (ERP_TOKEN).
Rate-limit write tools; the ERP already enforces api_rate_limit (200/min default).

Best practices

Start read-only (browse/search), add writes (BOQ create, link) after testing.
Wrap long operations (BIM conversion) in a progress-tool pattern instead of blocking.
Log every assistant action server-side (the platform's usage ledger pattern).
Publish the MCP server to the assistant marketplace (Claude Code registry, Antigravity, OpenCode).

Files

Just SKILL.md in 6_OpenConstructionERP/oce-mcp-integration of datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction.

Open the folder on GitHubat commit ce45bbf

Compare with similar skills

Oce MCP Integration next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Oce MCP Integration compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Oce MCP Integration this skilldatadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction	345	—	~852	Automated safety check: Pass	MIT	1 mo ago
MCP Server Builderanthropics/skills	180k	63 repos	~2.3k	Automated safety check: Pass	Apache-2.0	yesterday
MCP Server BuildershareAI-lab/learn-claude-code	78k	5 repos	~1.2k	Automated safety check: Pass	MIT	11 days ago
MCP Integration for Pluginsanthropics/claude-plugins-official	38k	11 repos	~3.1k	Automated safety check: Pass	Apache-2.0	today
Crush Configurationcharmbracelet/crush	29k	—	~3.7k	Automated safety check: Pass	Custom licence	today
Context Mode Output Sandboxmksglu/context-mode	26k	—	~4.1k	Automated safety check: Pass	Custom licence	today

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More from datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

All 36 skills in this repo

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Material Passports Circular
datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction
Material passports and circular construction: generate per-element material inventories from BOQ/BIM, mark reuse potential and recycled content, and prepare deconstruction data.
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ML Model Retrainer
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Oce Cost Browser
datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction
Browse and search the OpenConstructionERP cost database: classification tree, SQL and semantic search, autocomplete, certainty badges, and the resource catalog.
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Auto-check passed

Works with

Model Context Protocol

Questions about Oce MCP Integration

What does Oce MCP Integration do?

Connect OpenConstructionERP to AI coding assistants via MCP (Model Context Protocol): expose costs, BOQ, BIM and catalog endpoints as MCP tools so Claude Code / Antigravity / OpenCode can drive the…. Oce MCP Integration is an agent skill from datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction. Connect OpenConstructionERP to AI coding assistants via MCP (Model Context Protocol): expose costs, BOQ, BIM and catalog endpoints as MCP tools so Claude Code / Antigravity / OpenCode can drive the platform.

When should I use Oce MCP Integration?

Oce MCP Integration fits situations like: wiring an assistant to the ERP; tasks that involve MCP servers.

How do I install Oce MCP Integration in Claude Code?

Run `npx skills add datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction --skill oce-mcp-integration -a claude-code`. Or copy the skill folder (6_OpenConstructionERP/oce-mcp-integration in datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction) into .claude/skills/oce-mcp-integration in your project. Claude Code loads it when a task matches its description.

How do I install Oce MCP Integration in Codex?

Run `npx skills add datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction --skill oce-mcp-integration -a codex`. Or copy the skill folder (6_OpenConstructionERP/oce-mcp-integration in datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction) into .agents/skills/oce-mcp-integration in your project. Codex loads it when a task matches its description.

Can I use Oce MCP Integration in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction --skill oce-mcp-integration -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/oce-mcp-integration, .gemini/skills/oce-mcp-integration, .github/skills/oce-mcp-integration and .opencode/skills/oce-mcp-integration in your project.

What does Oce MCP Integration need to run?

Going by SKILL.md and its folder, Oce MCP Integration needs credentials named ERP_TOKEN. Our summary lists: A credential in ERP_TOKEN.

Does Oce MCP Integration access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Oce MCP Integration safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Oce MCP Integration use?

Oce MCP Integration is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Oce MCP Integration use?

About 852 tokens (SKILL.md is roughly 3.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Oce MCP Integration?

Skills that share tags, products or a category with Oce MCP Integration: MCP Server Builder (anthropics/skills, 180k stars), MCP Server Builder (shareAI-lab/learn-claude-code, 78k stars), MCP Integration for Plugins (anthropics/claude-plugins-official, 38k stars) and Crush Configuration (charmbracelet/crush, 29k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Oce MCP Integration?

datadrivenconstruction (a GitHub user) maintains it in datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction, which has 345 GitHub stars. The repository holds 36 skills in this directory. The repository was last updated on August 22, 2026.

Source: datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Oce MCP Integration

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

MCP Integration for OpenConstructionERP

Why MCP

What to expose (start with these)

Reference implementation (TypeScript, fast)

Auth & safety

Best practices

Files

Compare with similar skills

Similar skills

More from datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

Related

Questions about Oce MCP Integration