MCP Kafka vs MCP Victorialogs

A side-by-side look at the MCP Kafka and MCP Victorialogs MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.

MCP Kafka logoMCP KafkaMonitoring · Local subprocess (stdio)Apache Kafka monitoring & management for AI agents (with consumer lag) — governed.61GoodAuth: not declaredMCP Victorialogs logoMCP VictorialogsMonitoring · Remote HTTP/SSEMCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and documentation63GoodAuth: not declared

Verdict: choose MCP Kafka for monitoring work as a local process; choose MCP Victorialogs for monitoring over a hosted endpoint. You can also run both side by side in one mcpServers block.

Which MCP server should you choose?

MCP Kafka logoChoose MCP Kafka when

  • You need dedicated capabilities in the Monitoring domain.
  • You prefer a local stdio subprocess transport.
  • You want tools like cluster_info, list_topics, describe_topic.
Explore MCP Kafka

MCP Victorialogs logoChoose MCP Victorialogs when

  • You need dedicated capabilities in the Monitoring domain.
  • You prefer a remote HTTP/SSE transport.
  • You have the keys it needs: VL_INSTANCE_ENTRYPOINT, VL_INSTANCE_BEARER_TOKEN, VL_INSTANCE_HEADERS, MCP_PASSTHROUGH_HEADERS, VL_DEFAULT_TENANT_ID, MCP_SERVER_MODE.
  • You want tools like documentation, facets, field_names.
Explore MCP Victorialogs

Feature & specification comparison

Rows where the two servers differ are marked.

SpecMCP Kafka logoMCP KafkaMCP Victorialogs logoMCP Victorialogs
CategoryMonitoringMonitoring
Quality signal61/100 · Good63/100 · Good
Install commandConfirmedConfirmed
TransportLocal subprocess (stdio)Remote HTTP/SSE
AuthNot declaredNot declared
PricingNot declaredNot declared
Required env varsNone listedVL_INSTANCE_ENTRYPOINTVL_INSTANCE_BEARER_TOKENVL_INSTANCE_HEADERSMCP_PASSTHROUGH_HEADERSVL_DEFAULT_TENANT_IDMCP_SERVER_MODE
Verified ownerCommunity listingCommunity listing
GitHub stars1104
Directory activity 6 views 0 installs 0 upvotes 1 views 0 installs 0 upvotes
Tools613

Tools & capabilities

MCP Kafka tools 6

  • cluster_infoDescribe the Kafka cluster: brokers, controller, and cluster id.
  • list_topicsList topic names. Topics outside the allowlist are filtered out.
  • describe_topicPartitions, replicas, in-sync replicas, and non-default configs for a topic.
  • topic_offsetsEarliest and latest offsets per partition for a topic (message backlog view).
  • list_consumer_groupsList consumer groups and their protocol types.
  • describe_consumer_groupDescribe a consumer group's state and compute per-partition and total lag across its topics.

MCP Victorialogs tools 13

  • documentationSearch documentation resources for the given search query, returning the URIs of the resources that match the search criteria sorted by relevance. This tool can help to get context for any VictoriaLogs related question.
  • facetsThe most frequent values per each log field seen in the logs returned by the given <query> on the given [<start> ... <end>] time range. This tool uses `/select/logsql/facets` endpoint of VictoriaLogs API.
  • field_namesGet field names from results of the given <query> on the given [<start> ... <end>] time range. The response also contains the number of log results per every field name. This tool uses `/select/logsql/field_names` endpoint of VictoriaLogs API.
  • field_valuesGet unique values for the given <fieldName> field from results of the given <query> on the given [<start> ... <end>] time range. The response also contains the number of log results per every field value. This tool uses `/select/logsql/field_values` endpoint of VictoriaLogs API.
  • flagsList of non-default flags (parameters) of the VictoriaLogs instance. This tools uses `/flags` endpoint of VictoriaLogs API.
  • hitsThe number of matching log entries for the given <query> on the given [<start> ... <end>] time range grouped by <step> buckets. The returned results are sorted by time. This tool uses `/select/logsql/hits` endpoint of VictoriaLogs API.
  • queryExecutes LogsQL query expression to search log entries. This tool uses `/select/logsql/query` endpoint of VictoriaLogs API.
  • stats_queryLog stats for the given query at the given timestamp (time) in the format compatible with Prometheus querying API. This tool uses `/select/logsql/stats_query` endpoint of VictoriaLogs API.
  • stats_query_rangeLog stats for the given query on the given [start ... end] time range with the given step interval. The stats is returned in the format compatible with Prometheus querying API. This tool uses `/select/logsql/stats_query_range` endpoint of VictoriaLogs API.
  • stream_field_namesGet log stream field names from results of the given <query> on the given [<start> ... <end>] time range. The response also contains the number of log results per every field name.. This tool uses `/select/logsql/stream_field_names` endpoint of VictoriaLogs API.
  • stream_field_valuesGet unique values for the given <fieldName> field from results of the given <query> on the given [<start> ... <end>] time range. The response also contains the number of log results per every field value. This tool uses `/select/logsql/stream_field_values` endpoint of VictoriaLogs API.
  • stream_idsGet _stream_id values for the log streams from results of the given <query> on the given [<start> ... <end>] time range. The response also contains the number of log results per every _stream_id. This tool uses `/select/logsql/stream_ids` endpoint of VictoriaLogs API.
  • +1 more on the listing page

Ready-to-paste client configs

Paste either block (or both) into your client config, e.g. claude_desktop_config.json or ~/.cursor/mcp.json. We only show a config when the install command is confirmed.

MCP Kafka

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "mcp-kafka": {
      "command": "npx",
      "args": [
        "-y",
        "@dockndevai/mcp-kafka"
      ]
    }
  }
}

MCP Victorialogs

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "mcp-victorialogs": {
      "url": "https://play-vmlogs-mcp.victoriametrics.com/mcp"
    }
  }
}

Frequently asked questions

MCP Kafka is categorized under Monitoring and uses a local stdio subprocess. MCP Victorialogs belongs to Monitoring and uses a remote HTTP/SSE transport. Pick MCP Kafka for monitoring work and MCP Victorialogs for monitoring.

Copy the mcpServers block from the config section on this page into your client's config (for example claude_desktop_config.json or ~/.cursor/mcp.json), then fully restart the client.

MCP Kafka has no declared pricing — check the project's own site. MCP Victorialogs has no declared pricing — check the project's own site. If a server needs environment variables such as API keys, define them under the env key in your client's MCP config.

Yes. MCP clients support multiple servers: add mcp-kafka and mcp-victorialogs as separate keys in the same mcpServers object, and your assistant will call tools from either one.

On AllMCPs, MCP Kafka has a quality signal of 61/100 (Good) with 6 views, 0 installs and 1 GitHub stars. MCP Victorialogs has 63/100 (Good) with 1 views, 0 installs and 104 GitHub stars.