{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"awesome-nocodb","slug":"nocodb","name":"NocoDB","type":"mcp","url":"https://github.com/edwinbernadus/nocodb-mcp-server","page_url":"https://unfragile.ai/nocodb","categories":["mcp-servers"],"tags":[],"pricing":{"model":"open_source","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"awesome-nocodb__cap_0","uri":"capability://tool.use.integration.mcp.native.record.crud.with.nocodb.rest.api.v2.bridging","name":"mcp-native record crud with nocodb rest api v2 bridging","description":"Exposes NocoDB record operations (create, read, update, delete) as MCP tools that translate natural language requests into REST API v2 calls via axios. Uses zod for strict runtime validation of tool arguments before transmission, ensuring type safety across the LLM-to-database boundary. Supports both single-record and bulk operations through distinct tool endpoints (nocodb-get-records, nocodb-post-records-bulk, nocodb-update-records, nocodb-delete-records).","intents":["Query records from a NocoDB table using natural language filters","Create new records in bulk from JSON data provided by an LLM","Update existing records with field modifications","Delete records matching specific criteria"],"best_for":["LLM agents (Claude, GPT) that need persistent database operations without custom API integration","Teams building AI-powered data entry and management workflows","Developers migrating from REST-only database access to MCP-standardized tool calling"],"limitations":["No built-in transaction support — each operation is atomic but multi-step workflows lack rollback capability","Bulk operations limited by NocoDB API payload size constraints (typically 10MB per request)","No streaming support for large result sets — entire response loaded into memory before LLM processing","Filtering syntax depends on NocoDB's query language; complex nested conditions may require manual API knowledge"],"requires":["Node.js 16+ (TypeScript compilation target)","NocoDB instance with REST API v2 enabled","Valid NOCODB_API_TOKEN (personal access token)","NOCODB_BASE_ID identifying the project workspace","@modelcontextprotocol/sdk package installed"],"input_types":["natural language queries","JSON record objects","filter expressions (NocoDB query syntax)","field-value mappings for updates"],"output_types":["JSON record arrays","operation success/failure status","record IDs for created/modified records","error messages with field-level validation details"],"categories":["tool-use-integration","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-nocodb__cap_1","uri":"capability://data.processing.analysis.dynamic.schema.introspection.and.table.metadata.exposure","name":"dynamic schema introspection and table metadata exposure","description":"Automatically discovers NocoDB table structures (column names, field types, constraints) via REST API v2 and exposes them as MCP resources. Caches metadata to reduce API calls and enables tools like nocodb-list-tables and nocodb-get-table-schema to provide LLMs with current database structure without manual configuration. Supports schema modification tools (nocodb-create-table, nocodb-alter-table-add-column) that validate changes against existing constraints.","intents":["Discover available tables and their column definitions in a NocoDB base","Create new tables with specified field types and constraints","Add columns to existing tables with type validation","Understand field relationships and link configurations before querying"],"best_for":["LLM agents that need to adapt queries based on discovered schema","No-code/low-code teams building dynamic data workflows","Developers prototyping database-agnostic AI applications"],"limitations":["Metadata caching may become stale if schema changes occur outside the MCP server (requires manual refresh or polling)","Field type support limited to NocoDB's native types; custom field types may not be fully represented","Schema modification tools do not support complex operations like renaming columns or modifying existing constraints","No support for table permissions or role-based access control — all operations use single API token"],"requires":["NOCODB_API_TOKEN with schema read/write permissions","NocoDB base accessible via NOCODB_URL","axios HTTP client for REST communication"],"input_types":["table names (string)","field definitions (JSON schema objects)","column type specifications (NocoDB field type enum)"],"output_types":["table metadata (column names, types, constraints)","field relationship definitions","schema modification confirmation with new field IDs"],"categories":["data-processing-analysis","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-nocodb__cap_2","uri":"capability://data.processing.analysis.relationship.link.management.with.bidirectional.sync","name":"relationship link management with bidirectional sync","description":"Manages many-to-many and one-to-many relationships between NocoDB records through dedicated tools (nocodb-create-link, nocodb-list-links, nocodb-delete-link). Implements bidirectional link synchronization where creating a link in one table automatically updates the corresponding relationship in the linked table. Uses NocoDB's link field type to maintain referential integrity without manual foreign key management.","intents":["Create associations between records in different tables (e.g., assign tasks to projects)","Query all linked records for a given parent record","Remove relationship links while preserving the records themselves","Understand relationship cardinality and constraints before linking"],"best_for":["Teams building relational data workflows (CRM, project management, inventory systems)","LLM agents that need to understand and modify data relationships","Applications requiring automatic bidirectional sync without explicit join queries"],"limitations":["Link operations require pre-existing link fields in NocoDB tables; creating link fields must be done via schema tools first","No support for link metadata or properties (e.g., relationship strength, timestamps) — links are binary associations only","Bulk link operations not supported; each link must be created individually, causing N+1 API calls for large relationship sets","No cascade delete behavior — deleting a parent record does not automatically remove child links"],"requires":["NocoDB tables with link field types already defined","NOCODB_API_TOKEN with link management permissions","Knowledge of link field IDs and table relationships"],"input_types":["source record ID (string)","target record ID (string)","link field ID (string)","table names (string)"],"output_types":["link creation confirmation with link IDs","linked record arrays with full record data","link deletion status"],"categories":["data-processing-analysis","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-nocodb__cap_3","uri":"capability://data.processing.analysis.filtering.and.query.syntax.translation.with.nocodb.query.language.support","name":"filtering and query syntax translation with nocodb query language support","description":"Translates natural language filter expressions into NocoDB's native query syntax (where clauses, comparison operators, logical operators). Implements query builder patterns that construct filter objects compatible with NocoDB REST API v2 endpoints. Supports complex nested conditions (AND/OR combinations) and field-level operators (equals, contains, greater-than, date ranges, etc.) with validation against table schema.","intents":["Filter records by multiple criteria using natural language descriptions","Build complex queries with AND/OR logic without exposing raw SQL","Apply date range filters, text search, and numeric comparisons","Validate filter expressions against table schema before API submission"],"best_for":["LLM agents that need to construct queries from user intent without SQL knowledge","No-code platforms building query builders on top of NocoDB","Applications requiring safe, schema-validated query construction"],"limitations":["Query syntax limited to NocoDB's supported operators; advanced SQL features (window functions, CTEs) not available","No query optimization — complex nested conditions may result in inefficient API calls","Filter validation depends on schema metadata; stale schema cache may allow invalid filters to be submitted","No support for full-text search or fuzzy matching beyond NocoDB's native 'contains' operator"],"requires":["NocoDB table schema metadata (column names and types)","Understanding of NocoDB query syntax and operator support","zod schemas for filter expression validation"],"input_types":["natural language filter descriptions","field names (string)","comparison operators (enum: equals, contains, gt, lt, etc.)","filter values (string, number, date, boolean)"],"output_types":["NocoDB where clause objects","validated filter expressions","error messages for invalid filters"],"categories":["data-processing-analysis","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-nocodb__cap_4","uri":"capability://data.processing.analysis.bulk.data.import.from.json.with.validation.and.error.recovery","name":"bulk data import from json with validation and error recovery","description":"Enables batch record creation from JSON arrays via nocodb-post-records-bulk tool, with row-level validation and partial success handling. Validates each record against table schema before submission, collecting validation errors per row. Implements chunking for large datasets to respect NocoDB API payload limits (~10MB), with optional retry logic for failed chunks. Supports data seeding workflows where LLMs can initialize tables from structured data.","intents":["Import large datasets from JSON files into NocoDB tables","Validate data structure before bulk insertion to catch errors early","Handle partial failures gracefully, reporting which rows succeeded/failed","Initialize tables with seed data from LLM-generated or external JSON sources"],"best_for":["Data migration workflows from external sources to NocoDB","LLM agents generating synthetic datasets for testing/prototyping","Teams building data import pipelines with validation requirements"],"limitations":["Payload size limited by NocoDB API (typically 10MB); very large datasets require multiple import operations","No transaction support — partial failures leave some records inserted while others fail, requiring manual cleanup","Validation errors reported per row but not aggregated; debugging large failed batches requires parsing error arrays","No support for conditional imports or deduplication; duplicate records will be inserted if not pre-filtered"],"requires":["JSON array of record objects matching table schema","NOCODB_API_TOKEN with write permissions","Table must exist with compatible field types","axios for HTTP communication"],"input_types":["JSON array of objects","field-value mappings per record","optional batch size parameter for chunking"],"output_types":["array of created record IDs","per-row validation error objects","summary statistics (total inserted, failed, skipped)"],"categories":["data-processing-analysis","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-nocodb__cap_5","uri":"capability://tool.use.integration.mcp.server.lifecycle.management.with.stdio.transport","name":"mcp server lifecycle management with stdio transport","description":"Implements Model Context Protocol server initialization and request handling using stdio transport (stdin/stdout communication with MCP clients like Claude Desktop). Manages server startup, tool registration, and request routing through the @modelcontextprotocol/sdk. Handles authentication via environment variables (NOCODB_URL, NOCODB_API_TOKEN, NOCODB_BASE_ID) and exposes tools dynamically based on discovered NocoDB schema.","intents":["Initialize MCP server for use with Claude Desktop or other MCP clients","Register database tools dynamically based on NocoDB schema","Route natural language requests from LLMs to appropriate database operations","Manage server lifecycle (startup, shutdown, error handling)"],"best_for":["Developers integrating NocoDB with Claude Desktop or other MCP-compatible clients","Teams building LLM agents that require persistent database access","Organizations standardizing on MCP for tool integration across multiple services"],"limitations":["Stdio transport requires process-level integration; no HTTP endpoint for remote access","Single-threaded request handling — concurrent requests are queued sequentially","No built-in authentication beyond environment variables; API token exposed in process memory","Server must be restarted to pick up schema changes; no hot-reload capability"],"requires":["Node.js 16+ with TypeScript compilation","npm install to fetch @modelcontextprotocol/sdk and dependencies","npm run build to compile TypeScript to JavaScript","Environment variables: NOCODB_URL, NOCODB_API_TOKEN, NOCODB_BASE_ID","MCP client (Claude Desktop, command-line MCP runner, etc.)"],"input_types":["MCP tool call requests (JSON-RPC format)","natural language prompts from LLM client","tool arguments matching registered schemas"],"output_types":["MCP tool responses (JSON-RPC format)","operation results (records, confirmations, errors)","server status messages"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-nocodb__cap_6","uri":"capability://safety.moderation.type.safe.argument.validation.with.zod.schema.enforcement","name":"type-safe argument validation with zod schema enforcement","description":"Uses zod library to define and enforce strict runtime validation of all MCP tool arguments before they are processed. Each tool has a corresponding zod schema that validates input types, required fields, and value constraints (e.g., string length, numeric ranges). Validation errors are caught before API calls, providing clear error messages to LLMs about malformed arguments.","intents":["Prevent malformed arguments from reaching the NocoDB API","Provide clear validation error messages to guide LLM tool usage","Enforce type safety across the LLM-to-database boundary","Document expected argument types and constraints"],"best_for":["LLM agents that need guardrails against invalid tool arguments","Teams requiring strict input validation for database operations","Developers building production systems where data integrity is critical"],"limitations":["Validation overhead adds ~5-10ms per tool call; not suitable for ultra-high-throughput scenarios","Zod schemas must be manually maintained in sync with NocoDB API changes","Complex validation logic (e.g., conditional field requirements) requires custom zod refinements","Error messages are technical; may require translation for non-technical users"],"requires":["zod library (included in package.json)","TypeScript for schema definition","Understanding of zod schema syntax"],"input_types":["tool arguments (any JSON-serializable type)","zod schema definitions"],"output_types":["validated argument objects","validation error details with field-level messages"],"categories":["safety-moderation","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-nocodb__cap_7","uri":"capability://tool.use.integration.axios.based.http.client.with.nocodb.rest.api.v2.integration","name":"axios-based http client with nocodb rest api v2 integration","description":"Uses axios HTTP client library to communicate with NocoDB REST API v2 endpoints. Handles authentication via Bearer token in request headers, manages request/response serialization, and implements error handling for API failures. Abstracts HTTP communication details from tool implementations, providing a clean interface for database operations.","intents":["Execute HTTP requests to NocoDB API endpoints","Manage authentication tokens and request headers","Handle API errors and network failures gracefully","Serialize/deserialize JSON payloads for database operations"],"best_for":["Developers integrating with NocoDB's REST API","Teams requiring reliable HTTP communication with error handling","Applications needing to abstract HTTP details from business logic"],"limitations":["No built-in request caching; repeated queries result in duplicate API calls","No connection pooling or keep-alive optimization for high-throughput scenarios","Error handling depends on NocoDB API error response format; changes to API may break error parsing","No request rate limiting; rapid tool calls may hit NocoDB API rate limits"],"requires":["axios library (included in package.json)","NOCODB_URL pointing to accessible NocoDB instance","NOCODB_API_TOKEN for authentication","Network connectivity to NocoDB server"],"input_types":["HTTP method (GET, POST, PUT, DELETE)","API endpoint path","request headers (including Bearer token)","request body (JSON)"],"output_types":["HTTP response status code","response body (JSON)","error details (status, message, validation errors)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-nocodb__cap_8","uri":"capability://automation.workflow.environment.based.configuration.with.validation","name":"environment-based configuration with validation","description":"Loads NocoDB connection parameters (NOCODB_URL, NOCODB_API_TOKEN, NOCODB_BASE_ID) from environment variables or .env files. Validates configuration at server startup to ensure all required parameters are present and accessible. Supports both local development (.env file) and production (environment variables) deployment patterns.","intents":["Configure MCP server to connect to a specific NocoDB instance","Manage API credentials securely via environment variables","Support multiple deployment environments (local, staging, production)","Validate configuration before server startup to catch errors early"],"best_for":["Teams deploying MCP servers across multiple environments","Developers requiring secure credential management","Organizations standardizing on environment-based configuration"],"limitations":["API token exposed in process memory; no encryption at rest","Configuration changes require server restart; no hot-reload","No support for credential rotation or token refresh","Environment variable names hardcoded; no customization for different naming conventions"],"requires":[".env file in project root (for local development) or environment variables set in deployment environment","NOCODB_URL (e.g., https://app.nocodb.com)","NOCODB_API_TOKEN (personal access token from NocoDB)","NOCODB_BASE_ID (project/base identifier)"],"input_types":["environment variables (string)",".env file contents"],"output_types":["validated configuration object","error messages for missing/invalid parameters"],"categories":["automation-workflow","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":26,"verified":false,"data_access_risk":"high","permissions":["Node.js 16+ (TypeScript compilation target)","NocoDB instance with REST API v2 enabled","Valid NOCODB_API_TOKEN (personal access token)","NOCODB_BASE_ID identifying the project workspace","@modelcontextprotocol/sdk package installed","NOCODB_API_TOKEN with schema read/write permissions","NocoDB base accessible via NOCODB_URL","axios HTTP client for REST communication","NocoDB tables with link field types already defined","NOCODB_API_TOKEN with link management permissions"],"failure_modes":["No built-in transaction support — each operation is atomic but multi-step workflows lack rollback capability","Bulk operations limited by NocoDB API payload size constraints (typically 10MB per request)","No streaming support for large result sets — entire response loaded into memory before LLM processing","Filtering syntax depends on NocoDB's query language; complex nested conditions may require manual API knowledge","Metadata caching may become stale if schema changes occur outside the MCP server (requires manual refresh or polling)","Field type support limited to NocoDB's native types; custom field types may not be fully represented","Schema modification tools do not support complex operations like renaming columns or modifying existing constraints","No support for table permissions or role-based access control — all operations use single API token","Link operations require pre-existing link fields in NocoDB tables; creating link fields must be done via schema tools first","No support for link metadata or properties (e.g., relationship strength, timestamps) — links are binary associations only","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.28,"ecosystem":0.39999999999999997,"match_graph":0.25,"freshness":0.52,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.15,"match_graph":0.23,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-06-17T09:51:03.579Z","last_scraped_at":"2026-05-03T14:00:15.503Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=nocodb","compare_url":"https://unfragile.ai/compare?artifact=nocodb"}},"signature":"Ty7rtuhZQJTSUapS9J/HTHQUpNgR3HKhz3QtAUv0qd4dqd8K7UdKP0dGl/p2x5T+B0rjafbdzQvwFfwr1QOOCA==","signedAt":"2026-06-22T07:53:06.864Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/nocodb","artifact":"https://unfragile.ai/nocodb","verify":"https://unfragile.ai/api/v1/verify?slug=nocodb","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}