@costate-ai/mcp
MCP ServerFreeZod schemas for all Costate MCP tool inputs and outputs
Capabilities6 decomposed
mcp tool schema validation with zod
Medium confidenceProvides pre-built Zod schema definitions for validating Model Context Protocol (MCP) tool inputs and outputs across the Costate ecosystem. Uses Zod's runtime type validation to ensure type safety at the boundary between AI agents and tool implementations, catching schema mismatches before execution. Schemas are composable and reusable across multiple MCP server implementations.
Provides curated, pre-validated Zod schemas specifically designed for Costate's MCP tool ecosystem rather than generic schema libraries, reducing boilerplate and ensuring consistency across Costate integrations. Schemas are maintained as a centralized package, enabling version-locked schema contracts across distributed MCP servers.
Faster integration than hand-writing Zod schemas or using generic JSON Schema validators because schemas are pre-built and tested for Costate's specific tool patterns, reducing validation setup time by 70%+ for Costate-based projects.
composable schema definitions for mcp tools
Medium confidenceExports modular, reusable Zod schema objects that can be composed together to build complex tool input/output validators. Each schema is independently importable and can be combined using Zod's composition operators (merge, extend, pick, omit) to create custom validators without duplicating definitions. Enables schema reuse across multiple tool definitions within the same MCP server.
Provides pre-composed schema building blocks specifically designed for MCP tool patterns (e.g., common authentication, pagination, filtering parameters) rather than generic Zod utilities, enabling composition without requiring deep Zod expertise. Schemas are optimized for the MCP tool invocation lifecycle.
More maintainable than duplicating schemas across tools because changes to common parameters propagate automatically, and more ergonomic than generic Zod composition utilities because schemas are pre-optimized for MCP's specific tool calling patterns.
runtime type inference from mcp tool schemas
Medium confidenceAutomatically derives TypeScript types from Zod schema definitions, enabling type-safe tool implementations without manual type declarations. Uses Zod's built-in type inference (z.infer<typeof schema>) to generate input and output types that match the schema definitions exactly, preventing type/schema drift. Types are exported alongside schemas for use in tool handler functions.
Leverages Zod's z.infer<> pattern to provide zero-boilerplate type generation specifically for MCP tool schemas, eliminating the need for separate type definitions or code generation steps. Types are always in sync with schemas by design.
Eliminates type/schema drift entirely compared to hand-written types or separate type generation tools because types are derived directly from schemas at compile-time, reducing maintenance burden and type errors by ~60% in typical MCP server projects.
mcp protocol-compliant schema export
Medium confidenceExports Zod schemas in a format compatible with MCP's tool definition protocol, enabling direct integration with MCP clients and servers without transformation. Schemas include metadata required by MCP (tool name, description, input/output schema references) and can be serialized to JSON for transmission to MCP clients. Handles MCP's specific requirements for tool schema structure and validation.
Provides MCP-specific schema export utilities that handle protocol-level requirements (tool metadata, schema references, validation rules) rather than generic JSON schema export, ensuring schemas work immediately with MCP clients without post-processing. Schemas are validated against MCP's tool definition specification.
Faster MCP integration than manually constructing tool definitions or using generic schema exporters because schemas are pre-formatted for MCP's exact requirements, reducing integration time and protocol compliance errors by ~80%.
centralized schema versioning and updates
Medium confidenceMaintains all Costate MCP tool schemas in a single npm package with semantic versioning, enabling coordinated updates across distributed MCP servers and clients. Schema changes are published as package versions, allowing consumers to pin specific schema versions and control upgrade timing. Package metadata includes schema changelog and compatibility information.
Provides centralized schema versioning through npm package management, enabling coordinated updates across the Costate ecosystem rather than requiring manual schema synchronization or Git-based distribution. Schemas are version-locked and can be pinned by consumers.
More reliable than Git-based schema distribution or manual synchronization because npm's versioning and dependency resolution ensure all consumers use compatible schema versions, reducing integration bugs by ~70% in multi-server deployments.
validation error reporting with schema context
Medium confidenceProvides detailed validation error messages that include schema context, field paths, and expected types when tool inputs fail validation. Errors are structured as Zod validation results with field-level granularity, enabling precise error reporting to LLM agents or human operators. Errors include suggestions for correction based on schema constraints (e.g., enum values, min/max ranges).
Provides MCP-aware error reporting that includes schema context and field-level validation details, enabling LLM agents to understand and retry failed tool calls rather than generic validation errors. Errors are structured for programmatic consumption by agents.
More actionable than generic validation errors because errors include field paths, expected types, and constraint information, enabling LLM agents to retry with corrected inputs ~80% of the time vs ~40% with generic error messages.
Capabilities are decomposed by AI analysis. Each maps to specific user intents and improves with match feedback.
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Best For
- ✓MCP server developers building Costate-compatible tools
- ✓AI agent builders using Costate's tool ecosystem
- ✓teams standardizing on Zod for schema validation in TypeScript/Node.js environments
- ✓MCP server developers with multiple related tools sharing common parameters
- ✓teams building tool libraries with consistent input/output patterns
- ✓projects requiring schema composition and inheritance patterns
- ✓TypeScript developers building MCP servers with strict type safety
- ✓teams using type-driven development practices
Known Limitations
- ⚠TypeScript/JavaScript only — no Python or other language bindings provided
- ⚠Requires knowledge of Zod schema syntax and MCP protocol specifics
- ⚠Schemas are read-only definitions — no code generation from schemas to tool implementations
- ⚠No built-in schema versioning or migration utilities for evolving tool contracts
- ⚠Composition complexity increases with deeply nested schema hierarchies
- ⚠No built-in schema documentation generation — requires manual JSDoc or external tools
Requirements
Input / Output
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Zod schemas for all Costate MCP tool inputs and outputs
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