Context+
by user-attachments · ai-ml · mcp-server, lobehub, developer
Context+ is an MCP server designed for developers who demand 99% accuracy. It combines RAG, Tree-sitter AST, Spectral Clustering, and Obsidian-style linking to turn a massive codebase into a searchable, hierarchical feature graph. Requires environment variables for Ollama API key and models (OLLAMA_API_KEY, OLLAMA_EMBED_MODEL, OLLAMA_CHAT_MODEL).
Source: https://github.com/ForLoopCodes/contextplus
Install
git clone https://github.com/ForLoopCodes/contextplusUse this forAI-extracted
- →Build semantic search indexes for massive codebases to find related features and dependencies across millions of lines of code
- →Generate accurate code context for AI-assisted refactoring by creating hierarchical feature graphs from AST analysis
- →Query large engineering projects using natural language to surface relevant code sections for debugging or feature implementation
- →Map inter-dependencies between code modules using spectral clustering to understand system architecture at scale
Works with
Tags: mcp-server, lobehub, developer
⭐ 36 GitHub stars · Source: lobehub
About ai-ml MCP servers and Claude skills
ai-ml 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.
Context+ is one of hundreds of ai-ml entries indexed on Skiln. Browse the full ai-ml 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 Context+?
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 Context+?
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 Context+ 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.