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Grafana MCP Server alternatives

These records overlap with Grafana MCP Server's recorded tasks and have the same product type. The selection uses task text, then information completeness; stars and sponsorship do not set the order. Check the specific capability you need before switching.

8 task-related records from 194 category candidates · all mcp servers · how we rank

The product you're replacing

Grafana MCP ServerMCP serverMCP Servers

Grafana's official MCP server for dashboards, datasources, Prometheus and Loki queries and more.

Costs not checked · 3.6k stars · Go · Open source · repository push Nov 2026

Visit Grafana MCP Server →Full Grafana MCP Server record

Grafana MCP Server's record says to avoid it if: You run a Grafana version older than 9.0; some datasource features rely on newer APIs.

Building one yourself? How to build an MCP server →

Task-related research candidates

Cloudflare MCP ServersMCP serverCloudflare's official remote MCP servers for docs, Workers bindings, builds, observability, containers and browser rendering.Costs not checkedOpen sourceTypeScript · recorded license: Apache-2.0Record checked · Recent push 4.4kGitHub stars

Shared terms in the records: assistant, log, observability, official. These text matches do not establish equivalent capabilities. The recorded use cases differ: Grafana MCP Server — On-call engineers who want an assistant to pull metrics and logs while investigating incidents; Cloudflare MCP Servers — Developers on Cloudflare who want an assistant to read logs, inspect Workers and look up platform docs.

Supabase MCP ServerMCP serverSupabase's official MCP server for managing tables, config and data in your Supabase projects from AI assistants.Costs not checkedOpen sourceTypeScript · recorded license: Apache-2.0Record checked · Recent push 3.0kGitHub stars

Shared terms in the records: assistant, official, querie, want. These text matches do not establish equivalent capabilities. The recorded use cases differ: Grafana MCP Server — On-call engineers who want an assistant to pull metrics and logs while investigating incidents; Supabase MCP Server — Supabase developers who want an agent to inspect schemas, run queries and manage a project.

Playwright MCP Server (ExecuteAutomation)MCP serverA community Playwright MCP server for browser and API automation, screenshots and test generation.Costs not checkedOpen sourceTypeScript · recorded license: MITRecord checked 5.7kGitHub stars

Shared terms in the records: assistant, engineer, want, who. These text matches do not establish equivalent capabilities. The recorded use cases differ: Grafana MCP Server — On-call engineers who want an assistant to pull metrics and logs while investigating incidents; Playwright MCP Server (ExecuteAutomation) — Test engineers who want an assistant to exercise web apps and APIs and draft Playwright tests.

MATLAB MCP ServerMCP serverMathWorks' official MCP server that lets coding agents start MATLAB, run code and check it.FreeLicense not checkedGoRecord checked · Recent push 1.8kGitHub stars

Shared terms in the records: engineer, official, want, who. These text matches do not establish equivalent capabilities. The recorded use cases differ: Grafana MCP Server — On-call engineers who want an assistant to pull metrics and logs while investigating incidents; MATLAB MCP Server — Engineers who want an AI coding agent to execute and validate MATLAB code against their own installation.

Ghidra MCP ServerMCP serverHundreds of MCP tools that bring Ghidra's reverse-engineering capabilities to AI assistants.Costs not checkedOpen sourceJava · recorded license: Apache-2.0Record checked · Recent push 6.1kGitHub stars

Shared terms in the records: assistant, engineer, want, who. These text matches do not establish equivalent capabilities. The recorded use cases differ: Grafana MCP Server — On-call engineers who want an assistant to pull metrics and logs while investigating incidents; Ghidra MCP Server — Reverse engineers who want an assistant to navigate, annotate and analyse binaries inside Ghidra.

Atlassian Rovo MCP ServerMCP serverAtlassian's official remote MCP server for Jira, Confluence, Jira Service Management, Bitbucket and Compass.Costs not checkedOpen sourceJavaScript · recorded license: Apache-2.0Record checked · Recent push 1.1kGitHub stars

Shared terms in the records: assistant, official, want, who. These text matches do not establish equivalent capabilities. The recorded use cases differ: Grafana MCP Server — On-call engineers who want an assistant to pull metrics and logs while investigating incidents; Atlassian Rovo MCP Server — Teams on Atlassian Cloud who want assistants to search, summarize and update Jira issues and Confluence pages.

x64dbg MCP ServerMCP serverA native x64dbg plugin that exposes the debugger to AI assistants over HTTP: breakpoints, stepping, memory and registers.Costs not checkedOpen sourceZig · recorded license: MITRecord checked · Recent push 2.7kGitHub stars

Shared terms in the records: assistant, engineer, want, who. These text matches do not establish equivalent capabilities. The recorded use cases differ: Grafana MCP Server — On-call engineers who want an assistant to pull metrics and logs while investigating incidents; x64dbg MCP Server — Reverse engineers and malware analysts who want an assistant to drive a live x64dbg session.

MongoDB MCP ServerMCP serverMongoDB's official MCP server for querying databases and managing Atlas clusters from AI agents.Costs not checkedOpen sourceTypeScript · recorded license: Apache-2.0Record checked · Recent push 1.2kGitHub stars

Shared terms in the records: assistant, official, querie. These text matches do not establish equivalent capabilities. The recorded use cases differ: Grafana MCP Server — On-call engineers who want an assistant to pull metrics and logs while investigating incidents; MongoDB MCP Server — Exploring collections, writing queries and managing Atlas from an AI coding assistant.

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Frequently asked

How were alternatives to Grafana MCP Server selected?
Recorded task topics and meaningful shared terms qualify same-type candidates in the same category. Results are ordered by that overlap, then information completeness and a stable identifier. Sponsorship and GitHub stars do not participate. The method can miss suitable tools whose records lack task information.
Does inclusion mean a tested replacement?
No. These are catalogue-based research candidates. Check current sources, costs, permissions and deployment requirements, then test your own task. ASE has not run a performance benchmark of this shortlist.