Generate MCP servers from natural language, OpenAPI specs, or database schemas.
MCP MCP server is a hosted integration for AI assistants that speak the Model Context Protocol. Generate MCP servers from natural language, OpenAPI specs, or database schemas.
Generate production-ready MCP (Model Context Protocol) servers from natural language descriptions, OpenAPI specs, database schemas, GraphQL schemas, or ontologies.
Once MCP is connected, these are the calls the assistant has available:
generate_mcp_server — Generate from natural language descriptiongenerate_from_openapi — Generate from OpenAPI specificationgenerate_from_database — Generate from database schemagenerate_from_graphql — Generate from GraphQL schemagenerate_from_ontology — Generate from RDF/OWL, JSON-LD, or YAML ontologyvalidate_typescript — Validate TypeScript codelist_providers — List available LLM providersget_factory_info — Get factory capabilitiesInstallation — The Installation tool exposed by this serverOntology — The Ontology tool exposed by this serverLangChain — The LangChain tool exposed by this serverBeing a remote server, there is no local install. You register the endpoint with your client, authorise it once, and the tools appear.
You will need 8 environment variables: ANTHROPIC_API_KEY, OPENAI_API_KEY, MCP_FACTORY_PROVIDER, MCP_FACTORY_MODEL, MCP_FACTORY_BUDGET, CLAUDE_CODE_OAUTH_TOKEN, GOOGLE_API_KEY, MISTRAL_API_KEY. The server will not start without them, which is usually why the tools fail to appear on a first run. Keep credentials in your client's env block or a secrets manager rather than in a file you might commit.
Among the developer tooling options, the useful question is rarely "what can it do" but "what does it cost you to run" — permissions, credentials, and how much of your context its toolset consumes. MCP's toolset — generate_mcp_server, generate_from_openapi, generate_from_database and 8 more — is a fair guide to whether it matches your workflow. It is maintained by HeshamFS; worth a glance at recent repository activity before you build anything load-bearing on it.
SyncDev reviews every entry in this directory against the project's own documentation before publishing, and revisits them as servers change.
| Tool | What it does |
|---|---|
| generate_mcp_server | Generate from natural language description |
| generate_from_openapi | Generate from OpenAPI specification |
| generate_from_database | Generate from database schema |
| generate_from_graphql | Generate from GraphQL schema |
| generate_from_ontology | Generate from RDF/OWL, JSON-LD, or YAML ontology |
| validate_typescript | Validate TypeScript code |
| list_providers | List available LLM providers |
| get_factory_info | Get factory capabilities |
| Installation | The Installation tool exposed by this server. |
| Ontology | The Ontology tool exposed by this server. |
| LangChain | The LangChain tool exposed by this server. |
{
"mcpServers": {
"my-server": {
"command": "npx",
"args": ["tsx", "./servers/my-server/src/index.ts"]
}
}
}Configuration as documented by the project. Restart the client after saving.
| Variable | Description | Required |
|---|---|---|
| ANTHROPIC_API_KEY | Credential the server authenticates with. | Yes |
| OPENAI_API_KEY | Credential the server authenticates with. | Yes |
| MCP_FACTORY_PROVIDER | Configuration value read at startup. | Optional |
| MCP_FACTORY_MODEL | Configuration value read at startup. | Optional |
| MCP_FACTORY_BUDGET | Configuration value read at startup. | Optional |
| CLAUDE_CODE_OAUTH_TOKEN | Credential the server authenticates with. | Yes |
| GOOGLE_API_KEY | Credential the server authenticates with. | Yes |
| MISTRAL_API_KEY | Credential the server authenticates with. | Yes |
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