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licenseNot graded
qualityB
maintenanceA secure MCP server for Grafana that provides read-only access by default, with a separate write-capable command for mutations.
3
MIT
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"Using Excel to Read and Import Data" matching MCP servers:
- AlicenseAqualityDmaintenanceRead-only MCP server for querying ClickHouse (product telemetry) and Elasticsearch (download analytics), built for Percona VISTA.9Apache 2.0
- AlicenseAqualityCmaintenanceMCP server that unifies real-time telemetry from industrial systems into a single queryable interface, enabling production visibility, anomaly detection, and operational insights.510MIT
- AlicenseCqualityDmaintenanceEnables interaction with Google Cloud services including billing cost analysis, log querying, and metrics monitoring through natural language commands. Provides comprehensive tools for managing GCP resources, analyzing costs, detecting anomalies, and retrieving operational insights.401Apache 2.0
- AlicenseNot gradedqualityBmaintenanceEnforces identity-based access control and audit logging for MCP servers, letting you grant fine-grained tool permissions to users and systems while failing secure by default.MIT
- AlicenseAqualityAmaintenanceEnables safe, read-only interaction with Kubernetes clusters, allowing users to list resources and fetch logs without any create/update/delete operations.116Apache 2.0
- AlicenseNot gradedqualityCmaintenanceProvides read-only access to OpenClaw and Codex operational data like status, tasks, sessions, logs, and Git changes. Ensures safety via redaction, allowlists, and bounded outputs.MIT
- AlicenseAqualityCmaintenanceFetches Langfuse observability traces directly into a VS Code coding agent's context, enabling querying and viewing trace data through natural language.31MIT
- AlicenseCqualityBmaintenanceProvides an MCP-native operational interface for diagnostics, explainability, regression checks, and operational memory on data-system internals like PostgreSQL and Databricks toy engines.47MIT
- AlicenseNot gradedqualityCmaintenanceA production-oriented reliability, benchmarking, and evaluation system that layers multi-version protocol negotiation, adaptive streaming, connection pooling, and resilience onto an MCP agent runtime.1Apache 2.0
- FlicenseNot gradedqualityBmaintenanceEnables AI clients to automatically investigate dbt test failures, trace root cause through BigQuery lineage, and generate plain-English incident reports.1
- FlicenseNot gradedqualityCmaintenanceA secure MCP proxy server with JWT authentication, SQL guardrails, rate limiting, and Kafka audit logging, enabling enterprise-grade access control for MCP clients like Cursor and Claude Desktop.
- AlicenseAqualityCmaintenanceA read-only MCP server for ClickHouse that enables AI agents to discover schema, sample data, and run read-only SQL queries to investigate observability data like logs, metrics, and traces.610MIT
traceorb-mcpofficial
AlicenseBqualityBmaintenanceEnables MCP clients to query an organization's Traceorb telemetry data through the same GETs the panel uses, using a read key for authentication.10MIT
SigNoz MCP Serverofficial
AlicenseNot gradedqualityAmaintenanceEnables AI assistants and LLMs to query SigNoz observability data (metrics, traces, logs, alerts, dashboards) using natural language.114Apache 2.0- AlicenseNot gradedqualityBmaintenanceA read-only MCP server that enables agents to query and analyze Langfuse observability data, including traces, sessions, observations, scores, and metrics.MIT
- FlicenseNot gradedqualityDmaintenanceAn MCP server that enables AI assistants to query and explore your OpenObserve observability data. Provides read-only access to logs, metrics, and traces for analysis and troubleshooting.5
- FlicenseNot gradedqualityDmaintenanceExposes the Akamai Reporting API v2 to enable traffic analysis, cache offload measurement, and error rate monitoring via natural language. It provides advanced features for forecasting future traffic trends and exporting multi-sheet Excel reports.
- FlicenseNot gradedqualityCmaintenanceRead-only MCP server for querying Jaeger environments from Codex, returning compact, sanitized trace summaries to protect sensitive data.