chinese-text-tools

2025-10-24 update: The Registry API has entered anAPI freeze (v0.1)🎉. For the next month or more, the API will remain stable with no breaking changes, allowing integrators to confidently implement support. This freeze applies to v0.1 while development continues on v0. We'll use this period to validate the API in real-world integrations and gather feedback to shape v1 for general availability. Thank you to everyone for your contributions and patience—your involvement has been key to getting us here!

Often (but not always) ideas flow through this pipeline:

# Start full development environment make dev-compose

By default, the registry seeds from the production API with a filtered subset of servers (to keep startup fast). This ensures your local environment mirrors production behavior and all seed data passes validation. For offline development you can seed from a file without validation withMCP_REGISTRY_SEED_FROM=data/seed.json MCP_REGISTRY_ENABLE_REGISTRY_VALIDATION=false make dev-compose.

# Run latest stable release docker run -p 8080:8080 ghcr.io/modelcontextprotocol/registry:latest # Run latest from main branch (continuous deployment) docker run -p 8080:8080 ghcr.io/modelcontextprotocol/registry:main # Run specific release version docker run -p 8080:8080 ghcr.io/modelcontextprotocol/registry:v1.0.0 # Run development build from main branch docker run -p 8080:8080 ghcr.io/modelcontextprotocol/registry:main-20250906-abc123d

- Releases:latest,v1.0.0,v1.1.0, etc.
- Continuous:main(latest main branch build)
- Development:main-<date>-<sha>(specific commit builds)

To publish a server, we've built a simple CLI. You can use it with:

# Build the latest CLI make publisher # Use it! ./bin/mcp-publisher --help

# Run lint, unit tests and integration tests make check

├── cmd/ # Application entry points │ └── publisher/ # Server publishing tool ├── data/ # Seed data ├── deploy/ # Deployment configuration (Pulumi) ├── docs/ # Documentation ├── internal/ # Private application code │ ├── api/ # HTTP handlers and routing │ ├── auth/ # Authentication (GitHub OAuth, JWT, namespace blocking) │ ├── config/ # Configuration management │ ├── database/ # Data persistence (PostgreSQL) │ ├── service/ # Business logic │ ├── telemetry/ # Metrics and monitoring │ └── validators/ # Input validation ├── pkg/ # Public packages │ ├── api/ # API types and structures │ │ └── v0/ # Version 0 API types │ └── model/ # Data models for server.json ├── scripts/ # Development and testing scripts ├── tests/ # Integration tests └── tools/ # CLI tools and utilities └── validate-*.sh # Schema validation tools

Publishing supports multiple authentication methods:

- GitHub OAuth- For publishing by logging into GitHub
- GitHub OIDC- For publishing from GitHub Actions
- DNS verification- For proving ownership of a domain and its subdomains
- HTTP verification- For proving ownership of a domain

The registry validates namespace ownership when publishing. E.g. to publish...:

- io.github.domdomegg/my-cool-mcpyou must login to GitHub asdomdomegg, or be in a GitHub Action on domdomegg's repos
- me.adamjones/my-cool-mcpyou must prove ownership ofadamjones.mevia DNS or HTTP challenge

614 million contacts, live SMTP-verified. Invalid emails cost you $0. Connect Argorant with any Agent through CLI, MCP or API and build verified lists in Claude, GPT or Hermes.

Biologically-inspired memory for Claude. Hebbian plasticity, dream cycles, and temporal decay for persistent knowledge synthesis.

Hydrolix time-series datalake integration providing schema exploration and query capabilities to LLM-based workflows.

Cactal is the website platform for AI agents. Connect Claude Code, Cursor, or anything that speaks MCP, and your agent gets the tools to design, build, host, and operate production websites: source code, CMS, assets, domains, analytics, and publishing.

A lightweight MCP server for connecting to Apache Doris and other MySQL-compatible databases, providing tools and prompts for LLM applications.

A local MCP server that gives Claude Code, Cursor and Codex read access to your DynamoDB schema and items, with every write staged for human review.

C# SQL Agent MCP server featuring raw SQL input, strict AST validation, and an embedded Admin UI. Eliminates LLM hallucinations and security risks across 6 major databases.

Enables persistent knowledge storage for Claude using a knowledge graph with multiple database backends like PostgreSQL and SQLite.

Enables persistent memory for Claude using a knowledge graph stored in local JSON files.