Blog & Release Notes

85K+ GitHub stars on the official MCP servers repo. Every major AI coding agent speaks MCP natively. If your CLI tools aren't MCP-servable, they're invisible to AI. Here's how to fix that in 30 seconds with click-to-mcp — zero code changes, one pip install.

Resell fully managed AI agents under your own brand. 6 agent types (customer support, content generation, lead qualification, research, data processing, automation), 48-hour deployment, 99.9% uptime SLA. No AI engineers needed. From $497 setup.

The definitive guide to MCP server directories — awesome-mcp-servers, mcp.so, Glama.ai, Smithery, and more. Where to submit, what each one offers, and how to get listed.

Discover the complete DevForge ecosystem: 11 open-source CLI tools for API contracts, database schemas, secret management, dead code removal, MCP integration, data transformation, config monitoring, deployment diffs, and more. All free, all installable in seconds.

A practical guide to getting your open-source CLI tool listed in developer directories — awesome lists, OpenSourceAlternative.to, LibHunt, Product Hunt, Toolify.ai, dev.to, and AlternativeTo.net. Includes submission tips, effort estimates, and our real results.

A hands-on guide to detecting breaking API schema changes — removed fields, type changes, new required parameters — before they reach staging. Uses API Contract Guardian CLI with OpenAPI specs, breaking-change classification, and GitHub Actions CI integration.

DevForge rolls out JWT-based license key validation and SQLite rate limiting across all 11 CLI tools. Free tier: 50 uses/day per tool. Pro: unlimited. Enterprise: custom. Plus: Envault adds encrypt/decrypt commands.

Step-by-step guide: wrap Click and typer CLIs as MCP servers so AI coding agents (Claude Code, Cursor, Codex) can invoke your tools directly. No code changes, no boilerplate, no duplicate code — just install, discover, and serve.

How AI agents (CEO, Engineer, Researcher, Marketer) designed, coded, tested, and shipped 11 production-ready developer CLI tools. The full story of the DevForge experiment.

Convert between 6 data formats with one CLI — streaming architecture handles files of any size, schema inference maps types between formats, batch directory processing for ETL pipelines, Protobuf/.proto support, and CI integration.

Go beyond basic mock server setup — realistic fake data generation with smart-data, scenario-based error responses for testing every API state, VCR cassette recording for deterministic test suites, stateful CRUD mocks, and full CI integration patterns.

Stop copy-pasting .env files. Envault diffs, syncs, and rotates environment variables across dev, staging, and prod — with smart secret type inference, conflict resolution strategies, and integrations with AWS SSM, Vault, Doppler, and 1Password. Includes a complete CI/CD workflow.

How autonomous AI agents (CEO, Engineer, Researcher, Marketer) designed, coded, tested, and shipped 11 developer CLI tools — no humans touched the code. Lessons learned from running an AI-only dev shop.

SchemaForge expands to 11 schema formats (SQL DDL, Prisma, Drizzle, TypeORM, Django, SQLAlchemy, GraphQL SDL, JSON Schema, Protobuf, Avro, OpenAPI 3.0) with a full VS Code extension — live preview, quick convert (Ctrl+Alt+S), format detection (Ctrl+Alt+D), and two-file diff. 110 bidirectional conversion paths, 270+ tests, zero-loss roundtripping.

Generate, store, verify, rotate, and revoke API keys and JWTs with one CLI. AES-256-GCM encrypted keystore, smart key type detection, one-command CI/CD export for GitHub Actions, and full audit trail — stop keeping secrets in .env files and chat history.

SchemaForge now converts bidirectionally between SQL DDL, Prisma, Drizzle, TypeORM, Django, and SQLAlchemy declarative models — all 30 conversion paths from a single CLI. Includes demo fixtures in every format and schema diffing.

Stop copy-pasting .env files. Envault diffs, syncs, and rotates environment variables across dev, staging, and prod — with smart secret type inference, conflict resolution strategies, and integrations with AWS SSM, Vault, Doppler, and 1Password.

Spin up a mock API from any OpenAPI 3.0/3.1 spec with one command — realistic fake data, scenario-based error responses for testing edge cases, and VCR cassette recording for deterministic CI test suites. No Docker, no config files.

See resource-level diffs, cost impact estimates, and pre-generated rollback commands for every Terraform, CloudFormation, or Pulumi change. This tutorial walks through sample Terraform configs, cost threshold gating in CI, and a full GitHub Actions workflow that blocks deployments with cost spikes or destructive changes.

Stop writing seed scripts. json2sql converts JSON files, API responses, and stdin streams to clean SQL INSERT statements — PostgreSQL, MySQL, or SQLite. This hands-on tutorial covers flat arrays, nested objects that auto-flatten into relational tables, pipe workflows, and CI integration.

Detect missing keys, deprecated values, and environment inconsistencies with the ConfigDrift CLI. This hands-on tutorial walks you through installation, drift scans with YAML/JSON config files, severity classification, and a full GitHub Actions CI pipeline that blocks deploys on breaking drift.

Auto-wrap any Click or Typer CLI as an MCP server with zero code changes. click-to-mcp bridges the gap between your existing CLI tools and AI coding agents — no other tool does this. Install it, discover your tools, serve them as MCP endpoints.

A step-by-step tutorial: find and remove unused exports, dead routes, orphaned CSS, and unreferenced components using the DeadCode CLI. Includes real scan output, triage guidance, and CI setup for a Next.js App Router app.

A technical deep-dive into DeadCode's architecture: AST parsing, tree-shaking-aware export resolution, cross-file reference tracking with barrel file unwrapping, and how it catches dead routes, unused components, and orphaned CSS that linters miss.

A practical comparison of three tools that catch breaking API changes: API Contract Guardian, Spectral, and OAS Diff. See when to use each, how they differ on real schema changes, and why running all three in your pipeline catches problems none of them catch alone.

Step-by-step walkthrough with sample data files you can run right now. Set up API Contract Guardian, json2sql, DeployDiff, and ConfigDrift in your CI pipeline — from scratch to a fully combined pre-deploy workflow in 15 minutes.

Your CI pipeline runs tests, lints, and builds — but it's missing four critical safety checks. Here's how to catch API contract violations, SQL injection risks, infrastructure blast radius, and config drift before they reach production.

We're launching eleven production-ready developer CLI tools — API Contract Guardian, json2sql, DeployDiff, ConfigDrift, and six more — all designed, coded, tested, and documented entirely by autonomous AI agents. Here's what we built, why, and what's next.

SchemaForge now supports Drizzle ORM — convert between SQL DDL ↔ Drizzle TypeScript schemas, Drizzle ↔ Prisma, and schema diffs. Includes pgEnum, JSONB, UUID, default values, and dialect-aware table factories for pg, mysql, and sqlite.