MCP Catalog

Clickhouse Dataops MCPOfficial

DataOps ClickHouse MCP server with query optimization and pipeline monitoring

Kafka Dataops MCPOfficial

DataOps Kafka MCP server with consumer lag diagnosis and broker monitoring

defluffOfficial

Deterministic prose linter for LLM text — flags AI slop, filler, buzzwords, hedges, clichés.

Spark SQLOfficial

Query Spark SQL clusters via Thrift/HiveServer2. Works with Spark, EMR, Hive, Impala.

k8s AIopsOfficial

Governed Kubernetes ops — 51 MCP tools with audit, budget, undo, risk-tier guards.

Network AIopsOfficial

Governed network device ops (NAPALM) — 28 MCP tools with audit/undo.

OT AIopsOfficial

Governed OT tap (57 tools): OPC-UA/Modbus/S7/MC/MTConnect/MQTT/EtherNet-IP/EtherCAT.

TrueNAS AIopsOfficial

Governed TrueNAS SCALE storage ops — 21 MCP tools with audit, budget, undo guards.

Veeam AIopsOfficial

Governed Veeam Backup & Replication ops — 12 MCP tools with audit, budget, undo guards.

Kylas CRMOfficial

MCP server for Kylas CRM: create, search, and manage leads. Requires KYLAS_API_KEY.

Observe Instrument MCPOfficial

Add OpenTelemetry tracing to Python AI agents. Supports LangGraph, LlamaIndex, CrewAI, OpenAI SDK.

EnochOfficial

Operate an Enoch control plane through MCP tools

AllocContextOfficial

Self-host MCP: portfolio crypto context for agents. PyPI stdio; MIT.

Altr MCP ServerOfficial

MCP server for ALTR data security: databases, tags, policies, classification, access, audits

Luma EventsOfficial

Discover events from Luma — search by category, city, distance, and keywords with calendar export

Atlassian AttachmentsOfficial

MCP server for downloading Jira and Confluence Cloud attachments by attachment ID.

ClickHouseOfficial

Read-only MCP server for ClickHouse metadata, parameterized queries, and plan analysis.

OpenBusDataOfficial

MCP server for UK Bus Open Data with timetable parsing, journey planning and live tracking.

Archiet AuditOfficial

Submit architecture docs, get a consulting-grade traceability audit at a shareable URL

Archiet XrayOfficial

Deterministic repo architecture maps: auth coverage, blast radius, readiness score, diagrams

Toon Parse MCPOfficial

MCP server that reduces LLM context by removing code comments and converting data formats to TOON

UK Break Clause AnalyzerOfficial

Assess UK lease tenant break clauses with grounded citations and a measured hallucination rate.

Pyspark MCPOfficial

SQL to PySpark conversion, AWS Glue job generation, and Spark code optimization.

MeddataOfficial

Drug & supplement lookup and interaction checks from free U.S. government health data.