What is the best alternative to Graphlens MCP?

The top-rated alternatives to Graphlens MCP in the Developer Tools category include Axis, Openapi MCP Server, Andrea9293 MCP. These servers offer complementary or alternative capabilities depending on your deployment stack and authentication requirements.

How do Graphlens MCP alternatives differ in installation and runtime?

Graphlens MCP and its alternatives vary by runtime requirement (Node.js/npx, Python/uvx, Docker, or remote HTTP/SSE endpoints). Check the specification comparison table above to verify command requirements before installing.

Are alternatives to Graphlens MCP free and open source?

Most MCP servers listed on AllMCPs are open source tools under MIT or Apache licenses that you can self-host or run locally with Claude Desktop, Cursor, VS Code, or Windsurf.

How do I side-by-side compare Graphlens MCP with a specific alternative?

Click the "Compare side-by-side →" button on any alternative card to see an in-depth comparison matrix covering feature lists, stars, npm downloads, install configurations, and schema specifications.

Developer Tools• MCP Alternatives Guide

Best Alternatives to Graphlens MCP

Looking for an alternative to Graphlens MCP? Whether you need a different runtime environment, custom authentication support, or alternative API integrations in the Developer Tools ecosystem, we have cataloged and compared the top alternative MCP servers below.

Browse all Developer Tools servers →View Graphlens MCP Specs →

Target Reference Server

Graphlens MCP Overview

Semantic code graph MCP server for coding agents

Specification Matrix: Graphlens MCP vs Alternatives

Server Name	Runtime	Auth	Pricing	GitHub Stars	Downloads	Action
Graphlens MCP (Target)	—	Free/None	Free	2	—	Current
Axis	Remote (SSE)	Free/None	Free	5	—	Compare →
Openapi MCP Server	Remote (SSE)	No auth required	Free	904	—	Compare →
Andrea9293 MCP	npx	Free/None	Free	344	—	Compare →
Claude Task Master	npx	API key	Bring your own API key (usage-based cost)	28,086	—	Compare →
R Roast My Design System	npx	Free/None	Free	25	—	Compare →
Vibe Hnindex	npx	Free/None	Free	4	—	Compare →
Next Devtools MCP	npx	No auth required	Free	824	—	Compare →
Exogram Authority Runtime	npx	Free/None	Free	—	—	Compare →
MCP Server Docker	uvx	No auth required	Free	744	—	Compare →
Formio MCP	npx	Free/None	Free	7	—	Compare →
Qwen DAP MCP	npx	Free/None	Free	2	—	Compare →
Shadcn Ui MCP Server	npx	API key	Free	2,999	—	Compare →

Detailed Evaluation of Graphlens MCP Alternatives

Axis

Runtime: Remote (SSE)

Coding agents from Claude Code, Cursor and Codex claim jobs and lock files on one shared board.

2 0 5

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Openapi MCP Server

Runtime: Remote (SSE)

Explore OpenAPI v3 specifications, summarize APIs, and inspect the endpoints needed for a task through MCP.

Key Features:

OpenAPI specification discovery

Plain-language API summaries

Operation-level endpoint details

3 0 904

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Andrea9293 MCP

Runtime: npx

Local-first document management and semantic search for AI coding agents

2 0 344

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Claude Task Master

Runtime: npx

Parses PRDs into structured tasks, expands implementation steps, and manages AI development work across multiple model providers.

Key Features:

PRD parsing

Task expansion

Task dependencies

8 0 28,086

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Roast My Design System

Runtime: npx

Audit your Design System and serve your Agent the rules that keep AI-written UI on-system.

2 0 25

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Vibe Hnindex

Runtime: npx

Index source code into a local knowledge base, search with keyword + semantic + hybrid modes.

2 0 4

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Next Devtools MCP

Runtime: npx

Verified

Connects coding agents to running Next.js 16+ dev servers for runtime errors, routes, logs, docs, and browser automation guidance.

Key Features:

Discovers running Next.js development servers

Proxies runtime errors, routes, logs, and metadata

Resolves Server Action IDs to source files

5 0 824

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Exogram Authority Runtime

Runtime: npx

Model Context Protocol server for the Exogram Authority Runtime.

2 0

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MCP Server Docker

Runtime: uvx

Manage Docker containers, images, networks, and volumes through MCP tools, prompts, and resource templates.

Key Features:

Natural-language container composition prompt

Container lifecycle management

Image build, pull, push, and removal

3 0 744

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Formio MCP

Runtime: npx

Create and manage Form.io forms, resources, actions, roles, and projects from your AI agent.

2 0 7

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Qwen DAP MCP

Runtime: npx

Native runtime and crash-dump debugging through a local DAP-to-MCP bridge for coding agents.

2 0 2

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Shadcn Ui MCP Server

Runtime: npx

Provides AI clients with shadcn/ui v4 components, blocks, demos, metadata, and multi-framework source access.

Key Features:

React, Svelte, Vue, and React Native implementations

Component source, demos, blocks, and metadata

GitHub-backed retrieval with caching

3 0 2,999

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Best Alternatives to Graphlens MCP

Graphlens MCP Overview

Specification Matrix: Graphlens MCP vs Alternatives

Detailed Evaluation of Graphlens MCP Alternatives

Frequently Asked Questions: Graphlens MCP Alternatives