@gotillit/local-mcp-server
MCP ServerFreeLocal MCP server for Tillit API using @modelcontextprotocol/sdk. Provides 195+ tools and 48+ resources for complete Tillit API access with built-in documentation.
Capabilities11 decomposed
mcp-compliant tool registry with 195+ tillit api operations
Medium confidenceExposes the complete Tillit API surface as a structured tool registry conforming to the Model Context Protocol specification. Each tool is defined with JSON schemas for input validation, output typing, and error handling. The server implements the MCP tool discovery protocol, allowing clients like Claude Desktop to enumerate, inspect, and invoke tools with full type safety and documentation inheritance from the underlying Tillit API.
Provides comprehensive coverage of 195+ Tillit API endpoints as first-class MCP tools with automatic schema generation, rather than requiring manual tool definition or generic HTTP wrappers. Implements the full MCP tool discovery and invocation lifecycle specific to manufacturing domain operations.
Offers deeper Tillit API coverage than generic REST-to-MCP adapters, with domain-specific tool organization and built-in documentation inheritance that reduces integration friction for manufacturing teams.
resource-based knowledge graph with 48+ tillit entity types
Medium confidenceImplements MCP's resource protocol to expose Tillit domain entities (orders, inventory, work centers, BOMs, etc.) as queryable resources with URI-based addressing. Resources are indexed and cached locally, enabling Claude to retrieve entity details, relationships, and metadata without repeated API calls. The server maintains a resource manifest describing available entity types, their schemas, and navigation patterns for semantic understanding.
Structures Tillit's manufacturing entities as a queryable resource graph conforming to MCP's resource protocol, enabling semantic navigation of manufacturing domain objects (orders, inventory, work centers, BOMs) rather than treating them as opaque API responses. Implements local caching with relationship indexing for efficient multi-entity queries.
Provides richer semantic access to manufacturing data than generic API clients, with built-in entity relationship navigation and caching that reduces latency for context-heavy manufacturing workflows.
health checks and readiness probes for deployment orchestration
Medium confidenceExposes HTTP health check endpoints (/health, /ready) that report server status, Tillit API connectivity, and resource availability. Health checks verify that the MCP server is running, can authenticate with Tillit, and has sufficient resources (memory, disk). Readiness probes indicate whether the server is ready to accept tool invocations (vs. still initializing). Health check results are cached briefly to avoid excessive Tillit API calls. The server reports detailed health status including component-level diagnostics (auth status, API latency, resource usage).
Implements component-level health diagnostics (auth status, API latency, resource usage) with separate liveness and readiness probes, enabling Kubernetes-native deployment patterns. Health checks verify Tillit API connectivity without blocking server startup.
More detailed than basic HTTP health endpoints, with component-level diagnostics that enable intelligent orchestration decisions and early detection of Tillit connectivity issues.
automatic schema generation and documentation embedding
Medium confidenceParses Tillit API specifications (OpenAPI/Swagger or introspection endpoints) to automatically generate JSON schemas for all 195+ tools and 48+ resources. Embeds documentation strings, parameter descriptions, and usage examples directly into tool/resource definitions. The server maintains schema versioning and validates incoming requests against schemas before forwarding to Tillit, providing early error detection and clear validation feedback to Claude.
Implements automated schema generation from Tillit API specifications rather than hardcoding tool definitions, enabling the server to stay synchronized with API changes and scale to 195+ tools without manual maintenance. Embeds documentation directly into schemas for Claude's context.
Reduces maintenance burden vs. manually-defined tool registries, and provides better documentation coverage than generic REST-to-MCP adapters that lack domain-specific schema enrichment.
local mcp server with claude desktop native integration
Medium confidenceRuns as a standalone Node.js process implementing the MCP server protocol, compatible with Claude Desktop's native MCP client. The server listens on stdio or HTTP transport, handles MCP protocol handshakes, and manages bidirectional communication with Claude. Configuration is stored in Claude Desktop's MCP config file, enabling one-click activation without custom client code. The server manages its own lifecycle, including graceful shutdown and error recovery.
Provides a turnkey MCP server specifically designed for Claude Desktop integration, handling protocol negotiation, transport management, and lifecycle without requiring custom client code. Implements stdio-based communication for seamless Claude Desktop compatibility.
Simpler deployment than building custom MCP clients or REST API proxies, with native Claude Desktop integration that requires only environment variable configuration.
error handling and retry logic with tillit api fault tolerance
Medium confidenceImplements exponential backoff retry logic for transient Tillit API failures (5xx errors, timeouts), with configurable retry counts and backoff multipliers. Translates Tillit API errors into structured MCP error responses with HTTP status codes, error codes, and human-readable messages. The server distinguishes between retryable errors (network timeouts, 503 Service Unavailable) and permanent failures (401 Unauthorized, 404 Not Found), preventing infinite retry loops on authentication or validation errors.
Implements domain-aware retry logic that distinguishes between transient Tillit API failures (network issues, temporary outages) and permanent failures (auth errors, validation errors), preventing retry loops on unrecoverable errors. Translates Tillit-specific error codes into MCP-compliant error responses.
More resilient than naive retry-all approaches, and provides better error context than generic HTTP clients that lack manufacturing domain knowledge.
credential management and authentication abstraction
Medium confidenceAbstracts Tillit API authentication (API key, OAuth 2.0, or custom tokens) into a pluggable credential provider. Credentials are loaded from environment variables, config files, or secure credential stores at server startup. The server handles token refresh for OAuth flows, credential expiration detection, and automatic re-authentication without interrupting active tool invocations. Credentials are never logged or exposed in error messages, maintaining security posture.
Implements pluggable credential providers that abstract Tillit authentication details (API key vs. OAuth vs. custom tokens) from tool invocation logic. Handles token refresh and expiration transparently without exposing credentials in logs or error messages.
More secure than hardcoded credentials or naive environment variable usage, with automatic token refresh that prevents authentication failures mid-workflow.
multi-tool orchestration with dependency tracking
Medium confidenceEnables Claude to invoke multiple Tillit tools in sequence, with the MCP server tracking data dependencies between tool outputs and subsequent inputs. The server maintains execution context across tool calls, allowing Claude to reference previous results (e.g., 'use the order ID from the previous query'). Implements basic dependency validation to detect circular references or missing prerequisites before execution, reducing wasted API calls.
Tracks data dependencies across sequential Tillit tool invocations, enabling Claude to reference previous results and validating prerequisites before execution. Maintains execution context across multi-turn conversations without requiring explicit state management from Claude.
Reduces cognitive load on Claude for multi-step workflows compared to generic MCP servers that treat each tool invocation independently, with implicit dependency tracking that works with Claude's natural reasoning patterns.
rate limiting and quota enforcement with tillit api compliance
Medium confidenceImplements client-side rate limiting to respect Tillit API quotas (requests per minute, concurrent connections, etc.). The server tracks API call counts per operation type and enforces backpressure by queuing excess requests or returning 429 Too Many Requests errors. Rate limit state is maintained in memory with optional persistence to Redis or similar for multi-instance deployments. The server exposes rate limit status to Claude, enabling intelligent request batching and retry scheduling.
Implements Tillit-aware rate limiting that tracks API call counts per operation type and enforces quotas with optional persistence for distributed deployments. Exposes rate limit status to Claude for intelligent request batching.
More sophisticated than naive per-request rate limiting, with operation-specific tracking and visibility into quota consumption that enables proactive capacity management.
logging and observability with structured event tracking
Medium confidenceImplements structured logging (JSON format) for all MCP protocol events, tool invocations, API calls, and errors. Logs include timestamps, request/response metadata, execution duration, and error details. The server supports multiple log sinks (stdout, files, external services like DataDog or Splunk) with configurable verbosity levels. Sensitive data (credentials, personal information) is automatically redacted from logs. Execution traces can be correlated across multiple tool invocations using request IDs.
Implements structured JSON logging with automatic sensitive data redaction, multi-sink support, and request ID correlation for end-to-end tracing across multi-tool workflows. Provides audit-ready logs for manufacturing compliance scenarios.
More comprehensive than basic console logging, with structured format that integrates with enterprise logging platforms and automatic PII redaction for compliance.
configuration management with environment-based overrides
Medium confidenceLoads server configuration from a combination of config files (JSON/YAML), environment variables, and command-line arguments, with a clear precedence order (CLI > env vars > config file > defaults). Configuration includes Tillit API endpoint, authentication method, rate limits, logging level, and MCP transport settings. The server validates configuration at startup and provides clear error messages for missing or invalid settings. Configuration can be reloaded without restarting the server (for non-critical settings).
Implements multi-source configuration loading (config file, env vars, CLI args) with clear precedence and validation, enabling flexible deployment across environments without code changes. Supports partial hot reload for non-critical settings.
More flexible than hardcoded configuration or single-source loading, with environment variable support that integrates naturally with containerized deployments.
Capabilities are decomposed by AI analysis. Each maps to specific user intents and improves with match feedback.
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Best For
- ✓Manufacturing operations teams using Tillit for ERP/MES integration
- ✓AI application builders needing structured access to manufacturing APIs
- ✓Teams deploying Claude Desktop with enterprise manufacturing backends
- ✓Manufacturing operations analysts querying production status and inventory
- ✓Supply chain teams investigating order fulfillment and material availability
- ✓Developers building context-aware manufacturing agents that reason over entity graphs
- ✓Kubernetes or container orchestration deployments requiring health checks
- ✓Production environments with automated failover and restart policies
Known Limitations
- ⚠Tool registry is static at server startup — runtime API changes require server restart
- ⚠Schema complexity for deeply nested Tillit objects may exceed Claude's context window in single invocations
- ⚠No built-in rate limiting or quota management — relies on upstream Tillit API limits
- ⚠Resource caching is in-memory only — no persistence across server restarts
- ⚠Cache invalidation is time-based (TTL) rather than event-driven, risking stale data in real-time scenarios
- ⚠Large entity graphs (e.g., BOMs with 1000+ components) may exceed practical query response times
Requirements
Input / Output
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Local MCP server for Tillit API using @modelcontextprotocol/sdk. Provides 195+ tools and 48+ resources for complete Tillit API access with built-in documentation.
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