What is the best alternative to Codegraph?

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

How do Codegraph alternatives differ in installation and runtime?

Codegraph 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 Codegraph 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 Codegraph 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 Codegraph

Looking for an alternative to Codegraph? 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 Codegraph Specs →

Target Reference Server

Codegraph Overview

Semantic code graph with 34 tools: callers, impact, complexity, AI context, memory. 38 languages.

Specification Matrix: Codegraph vs Alternatives

Server Name	Runtime	Auth	Pricing	GitHub Stars	Downloads	Action
C Codegraph (Target)	npx	Free/None	Free	—	—	Current
Moxie Docs MCP	npx	API key	Freemium	2	25	Compare →
Scrivener MCP	npx	No auth required	Free	49	12	Compare →
Synaptic Code Intelligence	Remote (SSE)	Free/None	Free	27	—	Compare →
Codebase Memory MCP	npx	No auth required	Free	42,236	1	Compare →
Octobrain	Remote (SSE)	Free/None	Free	12	—	Compare →
AgentPlaybooks	npx	Free/None	Free	5	—	Compare →
Neuromcp	npx	Free/None	Free	4	—	Compare →
Slimdex MCP	npx	Free/None	Free	—	—	Compare →
Marm MCP Server	uvx	Free/None	Free	350	—	Compare →
Screenpipe	npx	Free/None	Free	21,412	—	Compare →
Notes	npx	Free/None	Free	—	—	Compare →
Context7	npx	API key	Free	61,670	—	Compare →

Detailed Evaluation of Codegraph Alternatives

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

21 25 2

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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 49

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Synaptic Code Intelligence

Runtime: Remote (SSE)

Code intelligence for repository graphs, change impact, test selection, and engineering memory.

0 0 27

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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 42,236

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Octobrain

Runtime: Remote (SSE)

Persistent memory for AI assistants with semantic search and knowledge graph relationships.

1 0 12

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AgentPlaybooks

Runtime: npx

Portable, vendor-neutral home for agent skills, MCP servers, personas, and memory.

0 0 5

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Neuromcp

Runtime: npx

Semantic memory for AI agents with hybrid search, knowledge graph, and consolidation

0 0 4

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Slimdex MCP

Runtime: npx

Narrow code retrieval for agents: outlines, symbol context, dep graph, persistent memory.

1 0

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Marm MCP Server

Runtime: uvx

Universal MCP Server with advanced AI memory capabilities and semantic search.

1 0 350

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Screenpipe

Runtime: npx

Local-first workflow memory for AI agents. screenpipe lets MCP clients search selected screen, audio, app, and meeting context and turn real work into cited notes, SOPs, workflow reports, and automation candidates.

1 0 21,412

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