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"An incomplete or malformed search query" matching MCP servers:

  • azure-query-mcp

    kapetanios55
    A
    license
    A
    quality
    C
    maintenance
    Enables read-only querying of Azure Log Analytics and Azure Resource Graph through MCP, supporting KQL queries, workspace discovery, and resource inventory exploration with Azure RBAC authentication.
    5
    2
    MIT

  • I'm an Old Sun Box — MCP

    ryancnelson
    -
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to debug and repair historical Solaris/SPARC systems by providing an out-of-band control plane with guest DTrace, QEMU monitor access, SPARC-aware GDB, host eBPF/perf tracing, and an immutable evidence ledger for cross-layer hypothesis testing.

  • query-layer

    ramraj-patel
    A
    license
    Not graded
    quality
    B
    maintenance
    Exposes a metrics query API to AI assistants, allowing them to issue queries and interact with the server's tools such as ping.
    Apache 2.0

  • ELK Log Query MCP

    zhengziha
    F
    license
    Not graded
    quality
    C
    maintenance
    Enables querying and searching logs from Kibana (ELK stack) via MCP, with support for project-based data views, trace ID correlation, and log expansion.

  • aliyun-sls-codex

    huanglixinccc
    F
    license
    A
    quality
    B
    maintenance
    MCP server for read-only investigation of Aliyun SLS logs fixed to cn-beijing/taient-rpa/node-rpa. Exposes search_logs, get_context_logs, and check_connection tools with a guided investigation skill.
    3

  • grafana-mcp-server

    stonoyan04
    A
    license
    A
    quality
    C
    maintenance
    Enables AI assistants to query Grafana datasources (Prometheus/Loki metrics and SQL databases like ClickHouse/Postgres/MySQL) and search or inspect dashboards through natural language, using read-only access to Grafana's API.
    6
    MIT
  • borg-mcp by borgbackup

    borg-mcpofficial

    borgbackup
    A
    license
    Not graded
    quality
    A
    maintenance
    A read-only MCP server for BorgBackup that lets AI agents query backup status, repository info, archive listings, and prune previews without modifying or destroying backups.
    1
    BSD 3-Clause

  • mcp-server-logs-sieve

    Oluwatunmise-olat
    A
    license
    Not graded
    quality
    C
    maintenance
    An MCP server that connects Claude (or any MCP compatible client) to your existing log infrastructure. Query, summarize, and trace logs in plain English across GCP Cloud Logging, AWS CloudWatch, Azure Log Analytics, Grafana Loki, and Elasticsearch without writing filter expressions or leaving your editor.
    11
    3
    MIT

  • Google Cloud Logging MCP

    swen128
    A
    license
    Not graded
    quality
    F
    maintenance
    Enables AI assistants to query, search, and analyze logs across Google Cloud Platform projects. It supports advanced filtering by severity or resource type and provides detailed log entry retrieval and project listing capabilities.
    24
    11
    MIT

  • Surfa MCP Server

    gamladz
    A
    license
    Not graded
    quality
    C
    maintenance
    Query your Surfa Analytics data using natural language through Claude Desktop, ChatGPT, or any MCP-compatible client. Turn your analytics into insights with AI.
    3
    MIT

  • Graylog MCP Server

    PrinceGupta1999
    A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI assistants to query and analyze logs from Graylog instances using universal search with relative or absolute time windows, supporting both full result retrieval and lightweight count-only queries.
    19
    1
    MIT

  • prom-evidence-mcp

    elizabethpammi
    A
    license
    Not graded
    quality
    C
    maintenance
    An evidence-first Prometheus MCP server that lets AI agents query production telemetry with detailed receipts including exact PromQL, timing, series count, and explicit warnings for empty, high-cardinality, or unreliable data.
    MIT

  • incident-mcp

    DyakonovAlex
    F
    license
    Not graded
    quality
    C
    maintenance
    An incident management MCP server for on-call engineers, providing tools to search incidents, review deploys, query logs, analyze latency metrics, and acknowledge or summarize incidents.

  • New Relic NerdGraph MCP Server

    ulucaydin
    F
    license
    Not graded
    quality
    D
    maintenance
    Enables users to query and manage New Relic account data and features through natural language or specific commands, including NRQL queries, entity search, APM, Synthetics, and alerts management.
    3