graphmemory
by graph-memory · design-creative · mcp-server, glama
An MCP server that builds a semantic graph memory from a project directory, indexing documentation and code into graph structures and exposing 70+ MCP tools for search, knowledge management, task management, and more.
Source: https://github.com/graph-memory/graphmemory
Install
git clone https://github.com/graph-memory/graphmemoryUse this forAI-extracted
- →Build semantic search over project documentation and codebase to answer questions about architecture and implementation details
- →Index and query project files to track dependencies, relationships, and knowledge across large codebases
- →Extract and organize knowledge graphs from code and docs to improve code generation and context awareness
- →Perform context-aware code understanding tasks by exposing 50+ semantic search and retrieval tools to AI agents
Works with
Tags: mcp-server, glama
Source: glama
About design-creative MCP servers and Claude skills
design-creative MCP servers extend what AI agents can do inside Claude Code, Cursor, Copilot, Codex, and Windsurf. The Skiln directory indexes 16,000+ such integrations across 22 categories.
graphmemory is one of hundreds of design-creative entries indexed on Skiln. Browse the full design-creative category or the complete directory of Claude skills, MCP servers, agents, commands, and hooks.
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Frequently asked questions
How do I install graphmemory?
Add the install command above to your Claude Code, Cursor, or Windsurf MCP configuration. Most servers register via npx, a local command, or a Docker image. Refer to the source repository for environment variables and credential requirements.
Which clients support graphmemory?
Any MCP-compatible client works: Claude Desktop, Claude Code CLI, Cursor, Windsurf, Zed, and VS Code with the official MCP extension. OpenAI Codex and GitHub Copilot increasingly support MCP via adapter bridges.
Is graphmemory free?
The server itself is typically open source. Any upstream service (API keys, paid tiers, hosted infrastructure) may have its own pricing. Check the source repository for details.