octocode-mcp and Mantic.sh
About octocode-mcp
bgauryy/octocode-mcp
MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally across public & private repos based on your permissions | Transform any accessible codebase/s into AI-optimized knowledge on simple and complex flows | Find real implementations and live docs from anywhere
Implements MCP (Model Context Protocol) with LSP-powered code intelligence (Go to Definition, Find References, Call Hierarchy) across GitHub, GitLab, and local codebases, enabling compiler-level understanding without parsing. Provides modular Agent Skills—including multi-phase research with session persistence, AST-driven code analysis, dependency graphing, and PR review across seven domains—composable via CLI or direct integration into Claude/Cursor.
About Mantic.sh
marcoaapfortes/Mantic.sh
A structural code search engine for Al agents.
Combines semantic reranking with Tree-sitter-powered code intelligence to understand intent from file structure and metadata rather than brute-force content scanning. Integrates with Cursor, VS Code, and Claude Desktop via MCP (Model Context Protocol) stdio transport, while maintaining local-first privacy with zero data egress and supporting cross-repository "go to definition" and reference finding across monorepos.
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