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  7. Llmgraph
  9. Alternatives
🧠Knowledge & Memory• MCP Alternatives Guide

Best Alternatives to Llmgraph

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

Browse all Knowledge & Memory servers →View Llmgraph Specs →
Llmgraph logo
Target Reference Server

Llmgraph Overview

Invoke deployed LLMGraph no-code LLM workflows (chat, RAG, automations) as MCP tools.

Specification Matrix: Llmgraph vs Alternatives

Direct comparison of key metrics, runtimes, authentication methods, and community popularity.

Server NameRuntimeAuthPricingGitHub StarsDownloadsAction
Llmgraph logoLlmgraph (Target)
npxFree/NoneFree——Current
Moxie Docs MCP logoMoxie Docs MCPnpxAPI keyFreemium225Compare →
Scrivener MCP logoScrivener MCPnpxNo auth requiredFree6112Compare →
Butterbase Oss logoButterbase OssnpxFree/NoneFree3,690—Compare →
Codebase Memory MCP logoCodebase Memory MCPnpxNo auth requiredFree43,8321Compare →
Pageindex MCP logoPageindex MCPnpxFree/NoneFree390—Compare →
Context7 logoContext7npxAPI keyFree62,369—Compare →
Minutes logoMinutesnpxFree/NoneFree1,488—Compare →
Compartment logoCompartmentuvxFree/NoneFree582—Compare →
P
Perenna		uvxFree/NoneFree40—Compare →
OpenAkashic logoOpenAkashicRemote (SSE)Free/NoneFree3—Compare →
AIMEAT logoAIMEATnpxFree/NoneFree8—Compare →
Cuba Memorys logoCuba MemorysuvxFree/NoneFree29—Compare →

Detailed Evaluation of Llmgraph Alternatives

Moxie Docs MCP logo

Moxie Docs MCP

Runtime: npx
★ Featured

Provides repository-aware documentation context, convention checks, API context, and proposed documentation updates through MCP.

Key Features:
Repository-aware AI context
Convention discovery with citations
Documentation impact analysis
30 25 2
Compare side-by-side
Scrivener MCP logo

Scrivener MCP

Runtime: npx

Connects Scrivener 3 projects to AI clients for editing, analysis, search, and writing support.

Key Features:
Scrivener 3 document access and editing
Deterministic writing analysis
Keyword and offline semantic search
16 12 61
Compare side-by-side
Butterbase Oss logo

Butterbase Oss

Runtime: npx

Butterbase MCP server — manage your backend: schemas, auth, functions, storage, RAG, deploys.

1 0 3,690
Compare side-by-side
Codebase Memory MCP logo

Codebase Memory MCP

Runtime: npx

Indexes repositories into a local code graph for structural search, call tracing, impact analysis, and architecture exploration.

Key Features:
Persistent local code knowledge graph
Tree-sitter parsing for 162 languages
Hybrid LSP semantic resolution
7 1 43,832
Compare side-by-side
Pageindex MCP logo

Pageindex MCP

Runtime: npx

Reasoning-based RAG system for chatting with long PDFs. Supports local and online files.

1 0 390
Compare side-by-side
Context7 logo

Context7

Runtime: npx

Fetches current, version-aware library documentation and code examples for AI coding agents.

Key Features:
Library ID resolution
Documentation and code example retrieval
Version-aware documentation queries
7 0 62,369
Compare side-by-side
Minutes logo

Minutes

Runtime: npx

The private, owned conversation-memory layer for AI. Record, transcribe, and search every meeting.

1 0 1,488
Compare side-by-side
Compartment logo

Compartment

Runtime: uvx

Fully offline, encrypted-at-rest vector memory for AI agents. AEAD-encrypted vectors, no cloud.

1 0 582
Compare side-by-side
P

Perenna

Runtime: uvx

A lightweight, Git-backed permanent memory for AI agents.

1 0 40
Compare side-by-side
OpenAkashic logo

OpenAkashic

Runtime: Remote (SSE)

Shared long-term memory vault for AI agents with 20 MCP tools.

1 0 3
Compare side-by-side
AIMEAT logo

AIMEAT

Runtime: npx

Persistent memory, identity, shared workspaces, skills and tasks for AI agents

1 0 8
Compare side-by-side
Cuba Memorys logo

Cuba Memorys

Runtime: uvx

Persistent memory MCP server. 25 tools, BM25+MMR+OOD retrieval, CFR-21 audit, knowledge graph.

2 0 29
Compare side-by-side

Frequently Asked Questions: Llmgraph Alternatives

The top-rated alternatives to Llmgraph in the Knowledge & Memory category include Moxie Docs MCP, Scrivener MCP, Butterbase Oss. These servers offer complementary or alternative capabilities depending on your deployment stack and authentication requirements.