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)
Accurate UE5 C++ API docs for AI agents. Prevents hallucinated signatures and includes.
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。
UNREAL_VERSION, UNREAL_PROJECT_PATH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 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"unreal-api": {
"command": "uvx",
"args": [
"unreal-api-mcp"
],
"env": {
"UNREAL_VERSION": "your-value",
"UNREAL_PROJECT_PATH": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add unreal-api --env UNREAL_VERSION=your-value --env UNREAL_PROJECT_PATH=your-value -- uvx unreal-api-mcp运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"unreal-api": {
"command": "uvx",
"args": [
"unreal-api-mcp"
],
"env": {
"UNREAL_VERSION": "your-value",
"UNREAL_PROJECT_PATH": "your-value"
}
}
}
}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": {
"unreal-api": {
"type": "stdio",
"command": "uvx",
"args": [
"unreal-api-mcp"
],
"env": {
"UNREAL_VERSION": "your-value",
"UNREAL_PROJECT_PATH": "your-value"
}
}
}
}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。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
UNREAL_VERSION envUNREAL_PROJECT_PATH env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。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
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7日
注册名称已通过 GitHub 账户 Codeturion 验证,该账户拥有此仓库
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
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
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。
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(0.3.1)于26天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Python (uv)。
同一分类中有:Spec Driven Development, Remote Desktop Commander, EmbeddedCI BenchPod
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.
Drive a BenchPod hardware-in-the-loop bench: power, flash, UART, I2C, CAN, analog and logic.
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。
MCP server that gives AI agents accurate Unreal Engine C++ API documentation. Saves tokens, context, and time. Prevents hallucinated signatures, wrong `#include` paths, and deprecated API usage.
Works with Claude Code, Cursor, Windsurf, or any MCP-compatible AI tool. No Unreal Engine installation required. Check the supported versions. New versions are detected and built automatically every week.
Add to your MCP config (.mcp.json, mcp.json, or your tool's MCP settings), setting UNREAL_VERSION to match your project:
{
"mcpServers": { "unreal-api": { "command": "uvx", "args": ["unreal-api-mcp"], "env": { "UNREAL_VERSION": "5.5" } } } }
Set this to match your project's UE version. See supported versions for all available databases.
On first run the server downloads the correct database to ~/.unreal-api-mcp/. Patch versions (e.g. "5.7.3") fall back to the major.minor database (e.g. "5.7") if a patch-specific one isn't available.
| Priority | Source | Example |
|---|---|---|
| 1 | UNREAL_VERSION env var | "5.5", "5.7", "5.7.3" |
| 2 | UNREAL_PROJECT_PATH | Reads .uproject EngineAssociation field (e.g. 5.5.1 or 5.7) |
Set one of these to match your project. Without either, the server defaults to UE 5.7.
Each version has its own database with the correct signatures, deprecation warnings, and member lists for that release.
| Tool | Purpose | Example |
|---|---|---|
search_unreal_api | Find APIs by keyword | "character movement", "spawn actor", "K2Node" |
get_function_signature | Exact signature with parameters and return type | AActor::GetActorLocation |
get_include_path | Resolve #include for a type | "ACharacter" -> #include "GameFramework/Character.h" |
get_class_reference | Full class reference card | "APlayerController", "UK2Node_SpawnActorFromClass", "UEdGraphSchema_K2" |
get_deprecation_warnings | Check if an API is obsolete | "K2_AttachRootComponentTo" -> Use AttachToComponent() instead |
All Engine Runtime, Editor, Developer modules, plus built-in plugins (Enhanced Input, Gameplay Abilities, Common UI, Niagara, Chaos, and hundreds more).
Includes Blueprint graph internals: 158 UK2Node subclasses, UEdGraphSchema_K2, BlueprintGraph, KismetCompiler, and GraphEditor modules (1,120+ entries). If you're writing custom K2 nodes or editor tooling, it's indexed.
See the full list of supported versions and databases on the db-v1 release page. New versions are detected and built automatically every Monday via CI.
Record breakdown (UE 5.7):
| Type | Count | Source |
|---|---|---|
| Classes (UCLASS) | 10,075 | AActor, ACharacter, UGameplayStatics, ... |
| Structs (USTRUCT) | 9,014 | FHitResult, FVector, FTransform, ... |
| Enums (UENUM) | 3,475 | EMovementMode, ECollisionChannel, ... |
| Functions (UFUNCTION) | 23,414 | Signatures with params, return types, specifiers |
| Properties (UPROPERTY) | 66,340 | Types, specifiers, doc comments |
| Delegates | 2,406 | Dynamic multicast, delegate declarations |
Does not cover third-party plugins or marketplace assets. For those, rely on project source.
Measured, not promised: 14 research questions across 2 testbeds, answered by 3 agent configs, every answer judged against ground truth verified beforehand (API facts against the docs database, source facts against the UE 5.8 engine tree). The full harness lives in docs/benchmark/ and re-runs with one command.
| Config | Correct | Partial | Wrong |
|---|---|---|---|
| MCP + targeted Read | 14/14 | 0 | 0 |
| Skilled (Grep+Read) | 11/14 | 2 | 1 |
| Naive (full Reads) | 12/14 | 1 | 1 |
The gap is not where you would expect. On well-documented includes and signatures, and on grep-able implementation facts inside a 14,000 line engine file, all three configs tie. Modern models know the documented UE surface and search local source competently. The gap opens on recent deprecations. Asked whether UKismetSystemLibrary::IsSplitScreen is still valid in 5.8, both non-MCP agents got it wrong: one declined, one asserted it was fine. It is deprecated in favor of HasMultipleLocalPlayers. Both also mischaracterized the 5.5-era change that made direct AActor::NetUpdateFrequency access deprecated. The MCP agent answered all three deprecation questions correctly, because the deprecation flag and replacement hint are in the database.
Why correctness rather than raw output? Agentic tools search code well now. Claude Code has shipped a Grep tool from the start, so an agent can find anything that is actually in your files. The problem is the parts that are not in your files: exact signatures, #include paths, and especially fresh deprecations. Those are not reliably in a model's memory either, and getting one wrong costs you a broken build or a silently deprecated call.
Methodology
#include paths, deprecations) and 6 questions answered inside CharacterMovementComponent.cpp (about 14,000 lines) from the UE 5.8 engine sourcepython docs/benchmark/run.py --cwd --questions (results from July 2026; agent behavior moves, so re-run before quoting). Point it at your own UE project to reproduce the project-research scenarioQuery latency
Measured on UE 5.7 database (114,724 records), 50 iterations per query:
| Query | Median | p95 |
|---|---|---|
Exact FQN lookup (get_function_signature) | <1ms | <1ms |
| FTS search: specific function name | <1ms | <1ms |
| FTS search: keyword ("spawn actor") | 1ms | 1ms |
| Include path resolution | 2ms | 2ms |
| Class reference (full member list) | 22ms | 23ms |
| Deprecation check | 24ms | 25ms |
Add this to your project's CLAUDE.md (or equivalent instructions file). This step is important. Without it, the AI has the tools but won't know when to reach for them.
## Unreal Engine API Lookup (unreal-api MCP)
Use the unreal-api MCP tools to verify UE C++ API usage instead of guessing. Do not hallucinate signatures or #include paths.
| When | Tool | Example |
|---|---|---|
| Unsure about a function's parameters or return type | get_function_signature | get_function_signature("AActor::GetActorLocation") |
Need the #include for a type | get_include_path | get_include_path("ACharacter") |
| Want to see all members on a class | get_class_reference | get_class_reference("UCharacterMovementComponent") |
| Searching for an API by keyword | search_unreal_api | search_unreal_api("spawn actor") |
| Checking if an API is deprecated | get_deprecation_warnings | get_deprecation_warnings("K2_AttachRootComponentTo") |
| Writing custom K2 nodes or editor tools | get_class_reference | get_class_reference("UK2Node_SpawnActorFromClass"), get_class_reference("UEdGraphSchema_K2") |
Rules:
get_function_signature#include, verify with get_include_path if unsure
Auto-detect version from .uproject
Instead of setting UNREAL_VERSION, you can point to your Unreal project. The server reads the EngineAssociation field from your .uproject file:
{
"mcpServers": { "unreal-api": { "command": "uvx", "args": ["unreal-api-mcp"], "env": { "UNREAL_PROJECT_PATH": "F:/Unreal Projects/MyProject" } } } }
Alternative installation methods
Using pip install:
pip install unreal-api-mcp
{
"mcpServers": { "unreal-api": { "command": "unreal-api-mcp", "args": [], "env": { "UNREAL_VERSION": "5.5" } } } }
Environment variables
| Variable | Purpose | Example |
|---|---|---|
UNREAL_VERSION | UE version to serve | 5.5, 5.7, 5.7.3 |
UNREAL_PROJECT_PATH | Auto-detect version from .uproject | F:/Unreal Projects/MyProject |
UNREAL_INSTALL_PATH | Override UE install path (for ingest only) | H:/UE_5.6 |
Building databases locally
If you want to build a database from your own Unreal Engine installation instead of downloading:
# Build for a specific version
python -m unreal_api_mcp.ingest --unreal-version 5.6 --unreal-install "H:/UE_5.6" python -m unreal_api_mcp.ingest --unreal-version 5.5 --unreal-install "H:/UE_5.5"
Databases are written to ~/.unreal-api-mcp/unreal_docs_{version}.db by default.
Project structure
unreal-api-mcp/
├── src/unreal_api_mcp/ │ ├── server.py # MCP server (5 tools) │ ├── db.py # SQLite + FTS5 database layer │ ├─
只显示了开头部分;其余内容请在仓库中阅读