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68
/100
C ◉ Complete 55

Databricks MCP Server

A fixed Model Completion Protocol (MCP) server that enables LLMs like Claude Code to interact with Databricks functionality including clusters, jobs, notebooks, and SQL execution through natural language commands.

AI & Machine Learning by samhavens ★ 4 Last commit: 9 months ago
Anthropic
MCP Surface Tools: 19
Complete visibility — 5/5 applicable dimensions scored
✓ Schema Quality ✓ Protocol — Reliability ✓ Docs & Maintenance ✓ Security Hygiene ✓ Schema Interpretability
Schema Quality
66
42% weight
Protocol Compliance
N/A
Local server
Reliability
N/A
Local server
Docs & Maintenance
25
25% weight
Security Hygiene
95
33% weight
Schema Interpretability
58
15% weight
30-Day Trend

Score History

Category Trends

Static Analysis

Metric Score Rating
Schema Completeness 70 Good
Description Quality 60 Fair
Documentation Coverage 30 Poor
Maintenance Pulse 26 Poor
Dependency Health 55 Fair
License Clarity Poor
Version Hygiene Poor
Analyzed 1 month, 2 weeks ago

Protocol Compliance

19
Tools Found
4ms
Tools/List
Fail
Schema Valid
100/100
Error Handling
100/100
Fuzz Score
Schema Issues (45)
create_cluster.cluster_name: missing description
create_cluster.spark_version: missing description
create_cluster.node_type_id: missing description
create_cluster.num_workers: missing description
terminate_cluster.cluster_id: missing description
get_cluster.cluster_id: missing description
start_cluster.cluster_id: missing description
list_jobs.limit: missing description
list_jobs.offset: missing description
list_jobs.created_by: missing description
list_jobs.include_run_status: missing description
list_job_runs.job_id: missing description
list_job_runs.limit: missing description
run_job.job_id: missing description
run_job.notebook_params: missing description
... and 30 more
Probed 1 month, 2 weeks ago
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