What is the best alternative to Llmgraph?

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

How do Llmgraph alternatives differ in installation and runtime?

Llmgraph 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 Llmgraph 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 Llmgraph 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.

What is the best alternative to Llmgraph?

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

How do Llmgraph alternatives differ in installation and runtime?

Llmgraph 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 Llmgraph 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 Llmgraph 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.

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 →

Target Reference Server

Llmgraph Overview

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

Specification Matrix: Llmgraph vs Alternatives

Server Name	Runtime	Auth	Pricing	GitHub Stars	Downloads	Action
L Llmgraph (Target)	npx	Free/None	Free	—	—	Current
Moxie Docs MCP	npx	API key	Freemium	2	25	Compare →
D Dailyhotmcp	npx	Free/None	Free	1	—	Compare →
Mcp Server	Remote (SSE)	Free/None	Free	115	—	Compare →
Memora	npx	API key	Bring your own API key (usage-based cost)	633	—	Compare →
RAGScore	uvx	Free/None	Free	15	—	Compare →
Mcp Obsidian	npx	No auth required	Free	1,603	—	Compare →
Mcp	Remote (SSE)	Free/None	Free	—	—	Compare →
Graphlit Mcp Server	npx	API key	Bring your own API key (usage-based cost)	379	—	Compare →
Codebase Memory Mcp	npx	No auth required	Free	38,451	1	Compare →
Ai·rete·rag	uvx	Free/None	Free	—	—	Compare →
V Velocirag	uvx	Free/None	Free	10	—	Compare →
A Ariel Memory	npx	Free/None	Free	—	—	Compare →

Detailed Evaluation of Llmgraph Alternatives

Moxie Docs MCP

Runtime: npx

★ Featured

MCP server providing automated, context-aware documentation and code convention insights for GitHub repos.

Key Features:

Compact pre-edit repo context including conventions and gaps

Change impact analysis linking code paths to docs and conventions

Structured API endpoint context for touched code paths

17 25 2

Compare side-by-side

Dailyhotmcp

Runtime: npx

聚合55+平台热门榜单数据的AI工具，支持微博、知乎、B站、GitHub等平台。适用于LLM/RAG场景。

0 0 1

Compare side-by-side

Mcp Server

Runtime: Remote (SSE)

Apple Developer Documentation with Semantic Search, RAG, and AI reranking for MCP clients

0 0 115

Compare side-by-side

Memora

Runtime: npx

Persistent memory MCP server with knowledge graph, semantic search, cloud sync, and cross-session context management.

Key Features:

Persistent storage with SQLite or cloud sync (S3, R2, D1)

Hierarchical memory organization with sections and subsections

Semantic search using TF-IDF, sentence-transformers, and OpenAI embeddings

2 0 633

Compare side-by-side

RAGScore

Runtime: uvx

Generate QA datasets & evaluate RAG systems. Privacy-first, any LLM, local or cloud.

0 0 15

Compare side-by-side

Mcp Obsidian

Runtime: npx

MCP server providing safe read/write access and comprehensive operations on Obsidian vault notes via MCP.

Key Features:

Safe YAML frontmatter parsing and AST-aware updates

File operations: read, write, patch, delete, move notes/files

Partial reads: get note outlines and specific line ranges

2 0 1,603

Compare side-by-side

Mcp

Runtime: Remote (SSE)

AI memory layer — one shared, persistent memory across every AI tool you connect.

0 0

Compare side-by-side

Graphlit Mcp Server

Runtime: npx

MCP server to ingest and search knowledge from Slack, Discord, web, Google Drive, Linear, GitHub, and more via Graphlit.

Key Features:

Ingest files, emails, messages, issues, and web pages

Extract and convert documents to Markdown

Transcribe audio and video files

4 0 379

Compare side-by-side

Codebase Memory Mcp

Runtime: npx

Local code intelligence engine indexing repos into a persistent knowledge graph with fast structural queries across 159 languages.

Key Features:

Indexes 159 languages using tree-sitter and Hybrid LSP

Supports 15 MCP tools including graph search, tracing, and impact analysis

Runs as a single static native binary with zero dependencies

6 1 38,451

Compare side-by-side

Ai·rete·rag

Runtime: uvx

Author rules from policy docs, then decide: a Rete engine gives the verdict, an LLM explains why.

0 0

Compare side-by-side

Velocirag

Runtime: uvx

Lightning-fast RAG for AI agents. 4-layer fusion, ONNX Runtime, sub-200ms search.

0 0 10

Compare side-by-side

Ariel Memory

Runtime: npx

Two-layer memory MCP server for AI agents with 37 tools, RAG, graphs, wiki, auth

0 0

Compare side-by-side

Best Alternatives to Llmgraph

Llmgraph Overview

Specification Matrix: Llmgraph vs Alternatives

Detailed Evaluation of Llmgraph Alternatives

Frequently Asked Questions: Llmgraph Alternatives