MCP Tool Factory

Generate MCP servers from natural language, OpenAPI specs, or database schemas.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.

Add to Cursor Add to VS Code

Not yet automatically verified

We haven't yet run this listing's install command through our automated sandbox check. This isn't a red flag — we're steadily working through the catalog.

Manual Client & Custom JSON ConfigExpand JSON ▾

Client Config & Setup

Choose your client or environment

Target File:~/Library/Application Support/Claude/claude_desktop_config.json

claude_desktop_config.json

{
  "mcpServers": {
    "mcp-tool-factory": {
      "command": "npx",
      "args": [
        "-y",
        "@heshamfsalama/mcp-tool-factory"
      ]
    }
  }
}

💡 Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Capabilities & Tool Schemas (8)Self-reported

Inspect callable tools, capabilities, and parameters exposed to AI agents by MCP Tool Factory.

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

Documentation Overview

MCP Tool Factory (TypeScript)

Generate production-ready MCP (Model Context Protocol) servers from natural language descriptions, OpenAPI specs, database schemas, GraphQL schemas, or ontologies.

Why MCP?

The Model Context Protocol (MCP) is an open standard that enables AI assistants to securely connect with external data sources and tools. MCP servers expose tools that can be used by:

Claude Code and Claude Desktop
OpenAI Agents SDK
Google ADK (Agent Development Kit)
LangChain and CrewAI
Any MCP-compatible client

MCP Tool Factory lets you generate complete, production-ready MCP servers in seconds.

Features

Feature	Description
Natural Language	Describe your tools in plain English
OpenAPI Import	Convert any REST API spec to MCP tools
Database CRUD	Generate tools from SQLite or PostgreSQL schemas
GraphQL Import	Convert GraphQL schemas to MCP tools (queries to reads, mutations to writes)
Ontology Import	Generate from RDF/OWL, JSON-LD, or YAML ontologies
Resources & Prompts	Full support for all three MCP primitives: Tools, Resources, and Prompts
10 LLM Providers	Anthropic, OpenAI, Google, Mistral, DeepSeek, Groq, xAI, Azure, Cohere + Claude Code via Vercel AI SDK
Cost Tracking	Per-call cost calculation, budget limits, provider cost comparison
Parallel Generation	Tool implementations generated concurrently for faster output
LLM Response Caching	Deduplicates identical LLM calls with configurable TTL
Streamable HTTP	Generated servers use the modern Streamable HTTP transport
Web Search	Auto-fetch API documentation for better generation
Production Ready	Logging, metrics, rate limiting, retries built-in
Type Safe	Full TypeScript with strict mode
MCP Registry	Generates server.json for registry publishing
Is an MCP Server	Use it directly with Claude to generate servers on-the-fly

Use as MCP Server

MCP Tool Factory is itself an MCP server! Add it to Claude Desktop, Claude Code, Cursor, or VS Code to generate MCP servers through conversation.

Tier 1 — Zero Config (Claude Code)

Claude Code auto-injects CLAUDE_CODE_OAUTH_TOKEN — no env vars needed:

Terminal

claude mcp add mcp-tool-factory -- node /path/to/mcp-tool-factory-ts/bin/mcp-server.js

Tier 2 — Standard (Pick a Provider)

Set one API key and go. The factory auto-detects the provider:

Claude Desktop / Cursor / VS Code — add to your MCP config (claude_desktop_config.json, .cursor/mcp.json, or .vscode/mcp.json):

config.json

{
  "mcpServers": {
    "mcp-tool-factory": {
      "command": "node",
      "args": ["/path/to/mcp-tool-factory-ts/bin/mcp-server.js"],
      "env": {
        "ANTHROPIC_API_KEY": "your-key-here"
      }
    }
  }
}

Any of these API keys will work: ANTHROPIC_API_KEY, OPENAI_API_KEY, GOOGLE_API_KEY, MISTRAL_API_KEY, DEEPSEEK_API_KEY, GROQ_API_KEY, XAI_API_KEY, AZURE_OPENAI_API_KEY, COHERE_API_KEY.

Tier 3 — Full Control (Provider + Model + Budget)

Use MCP_FACTORY_PROVIDER, MCP_FACTORY_MODEL, and MCP_FACTORY_BUDGET to override auto-detection:

config.json

{
  "mcpServers": {
    "mcp-tool-factory": {
      "command": "node",
      "args": ["/path/to/mcp-tool-factory-ts/bin/mcp-server.js"],
      "env": {
        "OPENAI_API_KEY": "your-key-here",
        "MCP_FACTORY_PROVIDER": "openai",
        "MCP_FACTORY_MODEL": "gpt-5.2",
        "MCP_FACTORY_BUDGET": "0.50"
      }
    }
  }
}

Env Var	Purpose	Example
`MCP_FACTORY_PROVIDER`	Override auto-detected provider	`openai`, `groq`, `deepseek`
`MCP_FACTORY_MODEL`	Override default model	`gpt-5.2`, `deepseek-chat`
`MCP_FACTORY_BUDGET`	Per-generation budget limit in USD	`0.50`

Claude Code CLI with full control:

Terminal

claude mcp add mcp-tool-factory \
  -e DEEPSEEK_API_KEY=your-key \
  -e MCP_FACTORY_PROVIDER=deepseek \
  -e MCP_FACTORY_MODEL=deepseek-chat \
  -e MCP_FACTORY_BUDGET=0.25 \
  -- node /path/to/mcp-tool-factory-ts/bin/mcp-server.js

Available Tools

Tool	Description
`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

Example Conversation

You: Create an MCP server for the GitHub API with tools to list repos, create issues, and manage pull requests

Claude: Uses generate_mcp_server tool

I've generated a complete MCP server with the following tools:

list_repositories - List user repositories

create_issue - Create a new issue

list_pull_requests - List PRs for a repo

merge_pull_request - Merge a PR

Let me write these files to your project...

Quick Start

Installation

bash

# Global installation
npm install -g @heshamfsalama/mcp-tool-factory

# Or use npx
npx @heshamfsalama/mcp-tool-factory generate "Create tools for managing a todo list"

Set Your API Key

At least one provider API key is required:

server.ts

# Anthropic Claude (recommended)
export ANTHROPIC_API_KEY=your-key-here

# Or Claude Code OAuth
export CLAUDE_CODE_OAUTH_TOKEN=your-token-here

# Or any other supported provider
export OPENAI_API_KEY=your-key-here
export GOOGLE_API_KEY=your-key-here
export MISTRAL_API_KEY=your-key-here
export DEEPSEEK_API_KEY=your-key-here
export GROQ_API_KEY=your-key-here
export XAI_API_KEY=your-key-here
export AZURE_OPENAI_API_KEY=your-key-here
export COHERE_API_KEY=your-key-here

Generate Your First Server

bash

# From natural language
mcp-factory generate "Create tools for fetching weather data by city and converting temperatures"

# From OpenAPI spec
mcp-factory from-openapi ./api-spec.yaml

# From database
mcp-factory from-database ./data.db

# From GraphQL schema
mcp-factory from-graphql ./schema.graphql

# From ontology
mcp-factory from-ontology ./ontology.owl --format rdf

Usage

Natural Language Generation

bash

mcp-factory generate "Create tools for managing a todo list with priorities" \
  --name todo-server \
  --output ./servers/todo \
  --web-search \
  --logging \
  --metrics

OpenAPI Specification

bash

# From local file
mcp-factory from-openapi ./openapi.yaml --name my-api-server

# With custom base URL
mcp-factory from-openapi ./spec.json --base-url https://api.example.com

Database Schema

bash

# SQLite
mcp-factory from-database ./myapp.db --tables users,posts,comments

# PostgreSQL
mcp-factory from-database "postgresql://user:pass@localhost/mydb" --type postgresql

GraphQL Schema

bash

# From a GraphQL SDL file
mcp-factory from-graphql ./schema.graphql --name my-graphql-server

# From a URL endpoint
mcp-factory from-graphql https://api.example.com/graphql --name my-api-server

GraphQL queries are mapped to read-only MCP tools, and mutations are mapped to write tools. GraphQL types are automatically converted to Zod validation schemas.

Ontology

bash

# From RDF/OWL (.owl, .rdf, .ttl)
mcp-factory from-ontology ./ontology.owl --format rdf --name knowledge-server

# From JSON-LD (.jsonld)
mcp-factory from-ontology ./schema.jsonld --format jsonld --name linked-data-server

# From custom YAML ontology
mcp-factory from-ontology ./domain.yaml --format yaml --name domain-server

OWL Classes are mapped to MCP Resources, ObjectProperties become Tools, and DataProperties become tool parameters.

Test & Serve

bash

# Run tests
mcp-factory test ./servers/my-server

# Start server for testing
mcp-factory serve ./servers/my-server

Generated Server Structure

Code

servers/my-server/
├── src/
│   └── index.ts          # MCP server with tools, resources, and prompts
├── tests/
│   └── tools.test.ts     # Vitest tests (InMemoryTransport)
├── package.json          # Dependencies
├── tsconfig.json         # TypeScript config
├── Dockerfile            # Container deployment
├── README.md             # Usage documentation
├── skill.md              # Claude Code skill file
├── server.json           # MCP Registry manifest
├── EXECUTION_LOG.md      # Generation trace (optional)
└── .github/
    └── workflows/
        └── ci.yml        # GitHub Actions CI/CD

Generated servers export a createServer() factory function for easy testing. The server uses Streamable HTTP transport with a single /mcp POST endpoint and a /health GET endpoint. Tests use InMemoryTransport.createLinkedPair() for fast, reliable in-process testing with vitest.

CLI Reference

Read the full README →View source on GitHub →

Related MCP Servers

View all in Databases View all alternatives

Adoption & maintenance

Factual signals from GitHub, npm, and our automated checks — not a rating.

GitHub stars

Stargazers on the source repository.

Last commit

7mo ago

Most recent push to the default branch.

Tools exposed

Callable tools this server registers over MCP.

Reviews

No reviews yet — be the first to share how this listing worked for you.

Frequently Asked Questions about MCP Tool Factory

Add the following block to your claude_desktop_config.json under mcpServers: "mcpServers": { "mcp-tool-factory": { "command": "npx", "args": ["-y","@heshamfsalama/mcp-tool-factory"] } }

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Technical Specs & Signals

CategoryDatabases

7/7 checks healthy over the last 45d

47Quality signal: Fair · 47/100How this signal is calculated ▾

Server availabilityNot measured

Not scored for repo-hosted servers — we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership10/20

Documentation & tools24/30

Adoption & activity1/15

Community engagement0/10

A guidance signal from public completeness & health data — not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

Supply-chain signal

No high-severity advisories surfaced by our automated scan.

Critical 0High 0Medium 0Low 0

Scanned 2d ago via OSV.dev · @heshamfsalama/mcp-tool-factory (npm)

★ Featured

AllMCPs Server

The official MCP server for AllMCPs.com - submit and manage tools directly from your AI. The open directory for MCP servers. Connect Claude, Cursor, Windsurf, and AI agents to databases, tools, files, and APIs. Explore 10,000+ servers. AllMCPs is the premier, open directory for discovering, evaluating, and installing Model Context Protocol (MCP) servers to equip AI agents and LLMs with real-world superpowers.

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Explore more

More in 🗄️ Databases →Best MCP servers for Databases →Best OpenAPI MCP servers →Alternatives to MCP Tool Factory →Install in Claude Desktop Install in Cursor Install in VS Code Setup guides for all 13 MCP clients

MCP Tool Factory

Generate MCP servers from natural language, OpenAPI specs, or database schemas.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.

Add to Cursor Add to VS Code

Not yet automatically verified

We haven't yet run this listing's install command through our automated sandbox check. This isn't a red flag — we're steadily working through the catalog.

Manual Client & Custom JSON ConfigExpand JSON ▾

Client Config & Setup

Choose your client or environment

Target File:~/Library/Application Support/Claude/claude_desktop_config.json

claude_desktop_config.json

{
  "mcpServers": {
    "mcp-tool-factory": {
      "command": "npx",
      "args": [
        "-y",
        "@heshamfsalama/mcp-tool-factory"
      ]
    }
  }
}

💡 Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Capabilities & Tool Schemas (8)Self-reported

Inspect callable tools, capabilities, and parameters exposed to AI agents by MCP Tool Factory.

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

Documentation Overview

MCP Tool Factory (TypeScript)

Generate production-ready MCP (Model Context Protocol) servers from natural language descriptions, OpenAPI specs, database schemas, GraphQL schemas, or ontologies.

Why MCP?

The Model Context Protocol (MCP) is an open standard that enables AI assistants to securely connect with external data sources and tools. MCP servers expose tools that can be used by:

Claude Code and Claude Desktop
OpenAI Agents SDK
Google ADK (Agent Development Kit)
LangChain and CrewAI
Any MCP-compatible client

MCP Tool Factory lets you generate complete, production-ready MCP servers in seconds.

Features

Feature	Description
Natural Language	Describe your tools in plain English
OpenAPI Import	Convert any REST API spec to MCP tools
Database CRUD	Generate tools from SQLite or PostgreSQL schemas
GraphQL Import	Convert GraphQL schemas to MCP tools (queries to reads, mutations to writes)
Ontology Import	Generate from RDF/OWL, JSON-LD, or YAML ontologies
Resources & Prompts	Full support for all three MCP primitives: Tools, Resources, and Prompts
10 LLM Providers	Anthropic, OpenAI, Google, Mistral, DeepSeek, Groq, xAI, Azure, Cohere + Claude Code via Vercel AI SDK
Cost Tracking	Per-call cost calculation, budget limits, provider cost comparison
Parallel Generation	Tool implementations generated concurrently for faster output
LLM Response Caching	Deduplicates identical LLM calls with configurable TTL
Streamable HTTP	Generated servers use the modern Streamable HTTP transport
Web Search	Auto-fetch API documentation for better generation
Production Ready	Logging, metrics, rate limiting, retries built-in
Type Safe	Full TypeScript with strict mode
MCP Registry	Generates server.json for registry publishing
Is an MCP Server	Use it directly with Claude to generate servers on-the-fly

Use as MCP Server

MCP Tool Factory is itself an MCP server! Add it to Claude Desktop, Claude Code, Cursor, or VS Code to generate MCP servers through conversation.

Tier 1 — Zero Config (Claude Code)

Claude Code auto-injects CLAUDE_CODE_OAUTH_TOKEN — no env vars needed:

Terminal

claude mcp add mcp-tool-factory -- node /path/to/mcp-tool-factory-ts/bin/mcp-server.js

Tier 2 — Standard (Pick a Provider)

Set one API key and go. The factory auto-detects the provider:

Claude Desktop / Cursor / VS Code — add to your MCP config (claude_desktop_config.json, .cursor/mcp.json, or .vscode/mcp.json):

config.json

{
  "mcpServers": {
    "mcp-tool-factory": {
      "command": "node",
      "args": ["/path/to/mcp-tool-factory-ts/bin/mcp-server.js"],
      "env": {
        "ANTHROPIC_API_KEY": "your-key-here"
      }
    }
  }
}

Tier 3 — Full Control (Provider + Model + Budget)

Use MCP_FACTORY_PROVIDER, MCP_FACTORY_MODEL, and MCP_FACTORY_BUDGET to override auto-detection:

config.json

{
  "mcpServers": {
    "mcp-tool-factory": {
      "command": "node",
      "args": ["/path/to/mcp-tool-factory-ts/bin/mcp-server.js"],
      "env": {
        "OPENAI_API_KEY": "your-key-here",
        "MCP_FACTORY_PROVIDER": "openai",
        "MCP_FACTORY_MODEL": "gpt-5.2",
        "MCP_FACTORY_BUDGET": "0.50"
      }
    }
  }
}

Env Var	Purpose	Example
`MCP_FACTORY_PROVIDER`	Override auto-detected provider	`openai`, `groq`, `deepseek`
`MCP_FACTORY_MODEL`	Override default model	`gpt-5.2`, `deepseek-chat`
`MCP_FACTORY_BUDGET`	Per-generation budget limit in USD	`0.50`

Claude Code CLI with full control:

Terminal

claude mcp add mcp-tool-factory \
  -e DEEPSEEK_API_KEY=your-key \
  -e MCP_FACTORY_PROVIDER=deepseek \
  -e MCP_FACTORY_MODEL=deepseek-chat \
  -e MCP_FACTORY_BUDGET=0.25 \
  -- node /path/to/mcp-tool-factory-ts/bin/mcp-server.js

Available Tools

Tool	Description
`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

Example Conversation

You: Create an MCP server for the GitHub API with tools to list repos, create issues, and manage pull requests

Claude: Uses generate_mcp_server tool

I've generated a complete MCP server with the following tools:

list_repositories - List user repositories

create_issue - Create a new issue

list_pull_requests - List PRs for a repo

merge_pull_request - Merge a PR

Let me write these files to your project...

Quick Start

Installation

bash

# Global installation
npm install -g @heshamfsalama/mcp-tool-factory

# Or use npx
npx @heshamfsalama/mcp-tool-factory generate "Create tools for managing a todo list"

Set Your API Key

At least one provider API key is required:

server.ts

# Anthropic Claude (recommended)
export ANTHROPIC_API_KEY=your-key-here

# Or Claude Code OAuth
export CLAUDE_CODE_OAUTH_TOKEN=your-token-here

# Or any other supported provider
export OPENAI_API_KEY=your-key-here
export GOOGLE_API_KEY=your-key-here
export MISTRAL_API_KEY=your-key-here
export DEEPSEEK_API_KEY=your-key-here
export GROQ_API_KEY=your-key-here
export XAI_API_KEY=your-key-here
export AZURE_OPENAI_API_KEY=your-key-here
export COHERE_API_KEY=your-key-here

Generate Your First Server

bash

# From natural language
mcp-factory generate "Create tools for fetching weather data by city and converting temperatures"

# From OpenAPI spec
mcp-factory from-openapi ./api-spec.yaml

# From database
mcp-factory from-database ./data.db

# From GraphQL schema
mcp-factory from-graphql ./schema.graphql

# From ontology
mcp-factory from-ontology ./ontology.owl --format rdf

Usage

Natural Language Generation

bash

mcp-factory generate "Create tools for managing a todo list with priorities" \
  --name todo-server \
  --output ./servers/todo \
  --web-search \
  --logging \
  --metrics

OpenAPI Specification

bash

# From local file
mcp-factory from-openapi ./openapi.yaml --name my-api-server

# With custom base URL
mcp-factory from-openapi ./spec.json --base-url https://api.example.com

Database Schema

bash

# SQLite
mcp-factory from-database ./myapp.db --tables users,posts,comments

# PostgreSQL
mcp-factory from-database "postgresql://user:pass@localhost/mydb" --type postgresql

GraphQL Schema

bash

# From a GraphQL SDL file
mcp-factory from-graphql ./schema.graphql --name my-graphql-server

# From a URL endpoint
mcp-factory from-graphql https://api.example.com/graphql --name my-api-server

GraphQL queries are mapped to read-only MCP tools, and mutations are mapped to write tools. GraphQL types are automatically converted to Zod validation schemas.

Ontology

bash

# From RDF/OWL (.owl, .rdf, .ttl)
mcp-factory from-ontology ./ontology.owl --format rdf --name knowledge-server

# From JSON-LD (.jsonld)
mcp-factory from-ontology ./schema.jsonld --format jsonld --name linked-data-server

# From custom YAML ontology
mcp-factory from-ontology ./domain.yaml --format yaml --name domain-server

OWL Classes are mapped to MCP Resources, ObjectProperties become Tools, and DataProperties become tool parameters.

Test & Serve

bash

# Run tests
mcp-factory test ./servers/my-server

# Start server for testing
mcp-factory serve ./servers/my-server

Generated Server Structure

Code

servers/my-server/
├── src/
│   └── index.ts          # MCP server with tools, resources, and prompts
├── tests/
│   └── tools.test.ts     # Vitest tests (InMemoryTransport)
├── package.json          # Dependencies
├── tsconfig.json         # TypeScript config
├── Dockerfile            # Container deployment
├── README.md             # Usage documentation
├── skill.md              # Claude Code skill file
├── server.json           # MCP Registry manifest
├── EXECUTION_LOG.md      # Generation trace (optional)
└── .github/
    └── workflows/
        └── ci.yml        # GitHub Actions CI/CD

CLI Reference

Read the full README →View source on GitHub →

Related MCP Servers

View all in Databases View all alternatives

Adoption & maintenance

Factual signals from GitHub, npm, and our automated checks — not a rating.

GitHub stars

Stargazers on the source repository.

Last commit

7mo ago

Most recent push to the default branch.

Tools exposed

Callable tools this server registers over MCP.

Reviews

No reviews yet — be the first to share how this listing worked for you.

Frequently Asked Questions about MCP Tool Factory

Add the following block to your claude_desktop_config.json under mcpServers: "mcpServers": { "mcp-tool-factory": { "command": "npx", "args": ["-y","@heshamfsalama/mcp-tool-factory"] } }

AllMCPs Directory Badge

Full Badge Customizer

Showcase your server listing on GitHub or your project documentation. Embed this dynamic SVG badge to highlight official listing status and live engagement.

Badge Style:

Live Dynamic SVG Preview

Markdown (GitHub README)

[![AllMCPs](https://allmcps.com/api/badge/mcp-tool-factory?style=directory)](https://allmcps.com/mcp/mcp-tool-factory)

HTML Embed

<a href="https://allmcps.com/mcp/mcp-tool-factory"><img src="https://allmcps.com/api/badge/mcp-tool-factory?style=directory" alt="MCP Tool Factory on AllMCPs" /></a>

Technical Specs & Signals

CategoryDatabases

7/7 checks healthy over the last 45d

47Quality signal: Fair · 47/100How this signal is calculated ▾

Server availabilityNot measured

Not scored for repo-hosted servers — we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership10/20

Documentation & tools24/30

Adoption & activity1/15

Community engagement0/10

Supply-chain signal

No high-severity advisories surfaced by our automated scan.

Critical 0High 0Medium 0Low 0

Scanned 2d ago via OSV.dev · @heshamfsalama/mcp-tool-factory (npm)

★ Featured

AllMCPs Server

Explore Server →

Own this project?

Free dofollow backlink: add your website and place the AllMCPs badge on it — no claim needed. We detect it automatically and keep it verified as long as the badge stays live.

Claim & get free dofollow

Share & Embed

Add our SVG badge (dark/light directory styles) or embeddable widget to your site.