Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Descripción del creador (original en inglés)
Accurate UE5 C++ API docs for AI agents. Prevents hallucinated signatures and includes.
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.
UNREAL_VERSION, UNREAL_PROJECT_PATHNecesitas
¿Qué app usas?
Elige tu app arriba. La recordamos, así que la próxima vez el botón dirá “Instalar en …”.
Abre Claude Desktop → Settings → Developer → Edit Config y pega esto en claude_desktop_config.json
{
"mcpServers": {
"unreal-api": {
"command": "uvx",
"args": [
"unreal-api-mcp"
],
"env": {
"UNREAL_VERSION": "your-value",
"UNREAL_PROJECT_PATH": "your-value"
}
}
}
}Ejecuta esto en tu terminal
claude mcp add unreal-api --env UNREAL_VERSION=your-value --env UNREAL_PROJECT_PATH=your-value -- uvx unreal-api-mcpCompleta los valores vacíos antes de ejecutarlo.
Pégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"unreal-api": {
"command": "uvx",
"args": [
"unreal-api-mcp"
],
"env": {
"UNREAL_VERSION": "your-value",
"UNREAL_PROJECT_PATH": "your-value"
}
}
}
}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": {
"unreal-api": {
"type": "stdio",
"command": "uvx",
"args": [
"unreal-api-mcp"
],
"env": {
"UNREAL_VERSION": "your-value",
"UNREAL_PROJECT_PATH": "your-value"
}
}
}
}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.
Este se ejecuta en tu computadora, y ChatGPT solo puede conectarse a servidores en internet. Elige otra app.
Tu elección se guarda en una cookie en este dispositivo; no necesitas cuenta.
UNREAL_VERSION envUNREAL_PROJECT_PATH envEsta configuración se genera a partir de la ficha del creador en el registro. Si el README dice otra cosa, sigue el README.
Se ejecuta en tu computadora; la lista de herramientas aparece en tu app de IA después de instalarlo.
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 la cuenta de GitHub Codeturion, dueña del repo
Todavía no hemos leído este repo en GitHub
Todavía no hemos leído este repo en GitHub
Este se ejecuta en tu computadora; no hay endpoint en internet
Se ejecuta en tu computadora y usa ajustes locales en su lugar
Se ejecuta en tu computadora; solo podemos leer listas de herramientas de endpoints en internet
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 tu computadora. Tu app de IA lo inicia cuando hace falta, y los datos no pasan por los servidores del creador (a menos que el propio servidor llame a un servicio en línea).
El repo de GitHub cambió por última vez –, y la última versión (0.3.1) llegó al registro hace 26 días.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. También necesitas Python (uv) en tu computadora.
En la misma categoría: Spec Driven Development, Remote Desktop Commander, topo^alpin
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.
Avalanche bulletins and mountain weather forecasts for any place in the Alps.
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.
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 │ ├─
Solo se muestra el principio; lee el resto en el repo