XLMCP
Related Servers
Alternatives to XLMCP
No user-submitted related servers found.
Related Servers
- AlicenseNot gradedqualityDmaintenanceEnables Claude Code to index and semantically search through PDFs, code, and documents with exact citations and zero hallucinations.MIT
- AlicenseAqualityCmaintenanceEnables programmatic interaction with Jupyter notebooks, allowing reading, editing, and executing cells via Claude.643 PyPI32MIT
- AlicenseNot gradedqualityBmaintenanceProvides Claude Code with local-first multimodal semantic search across documents, code, images, and video, plus multi-engine web research with active counter-evidence hunting and source-verified, extract-only briefings.4AGPL 3.0
- AlicenseNot gradedqualityDmaintenanceProvides semantic code intelligence to help users search, navigate, and analyze entire codebases using plain English. It enables Claude to perform architectural overviews, bug detection, and refactor suggestions through local semantic search and keyword indexing.MIT
- FlicenseAqualityCmaintenanceEnables Claude to search a local hybrid retrieval index of research papers and ingest new PDFs, providing research-paper memory queryable directly through natural language.2-
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TDQS
Scored across 33 tools
Tools are clearly grouped by domain prefixes (jupyter_, knowledge_, project_), and within each group, operations are distinct and well-described. No overlapping purposes between tools.
All tool names follow a consistent snake_case pattern with domain prefix and verb_noun structure (e.g., jupyter_execute_cell, knowledge_index_directory, project_create). No mixing of conventions.
33 tools is slightly high but justified by covering three distinct domains. Each domain has a reasonable number of tools (16, 8, 8), and all seem necessary for their purpose.
The tool surface covers core operations for Jupyter notebooks, knowledge management, and project management. Minor overlap between jupyter_connect_notebook and jupyter_start_kernel, but overall no major gaps.