Apache Iceberg MCP Server
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Alternatives to Apache Iceberg MCP Server
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- AlicenseNot gradedqualityBmaintenanceEnables AI coding agents to look up live JDK javadoc, Spring Boot reference sections, and Maven Central artifact metadata as clean markdown. It provides ranked search, caching, robots-aware throttling, and errors returned as suggestions instead of raising into the MCP layer.MIT
- AlicenseNot gradedqualityDmaintenanceEnables natural language querying of Apache Iceberg lakehouse by exposing typed tools for namespace discovery, table metadata inspection, snapshot history, time travel SQL generation, and partition pruning explanation.Apache 2.0
- FlicenseAqualityDmaintenanceEnables searching documentation from GitHub repositories and web pages via MCP tools, with in-memory indexing and caching for fast retrieval.3-
- AlicenseCqualityDmaintenanceEnables natural language interaction with Apache Iceberg Lakehouse tables through MCP, supporting read-only operations like listing namespaces, tables, schemas, and partitions.5Apache 2.0
- AlicenseNot gradedqualityBmaintenanceEnables coding agents to index and search multi-project codebases through semantic and full-text retrieval, symbol lookup, and reference search via a local MCP endpoint.MIT
- AlicenseAqualityDmaintenanceProvides AI agents with local-first access to Collibra developer documentation via MCP, combining deterministic filesystem search with semantic RAG retrieval.4Apache 2.0
TDQS
Scored across 9 tools
The api/source prefixes and distinct actions separate most tools clearly, but iceberg_api_browse and iceberg_api_search both provide ways to locate API packages/types/members, so an agent might need to decide between hierarchical navigation and ranked querying. The descriptions are specific enough to resolve this, so it is only a minor ambiguity.
All tool names follow a consistent iceberg_<domain>_<action> snake_case pattern, with the same verb conventions used across API and source tools. There are no mixed casing styles or arbitrary verbs.
Nine tools is well within the ideal range, and each tool earns its place for the combined API-documentation and source-exploration scope. It is neither bloated nor too thin.
The surface covers version listing, API browsing/searching, type and member retrieval, version comparison, and source lookup/search/implementation discovery. Minor gaps exist, such as no direct package-level details or source access for a specific member, but these can be worked around via browse and literal source search.