Enterprise DNA Enterprise DNA
M MCP Servers Developer low

jaggernaut007/Nexus-MCP

by Various

Unified MCP server: hybrid search + code graph + semantic memory. 10 tools, <350MB RAM, fully local. No API keys.

MCP

jaggernaut007/Nexus-MCP

Added 21 Sept 2026

#ai #ai-agent #ai-coding #claude #code-analysis #code-graph #code-search #hybrid-search

Overview

Nexus-MCP is a unified MCP server written in Python that combines hybrid search, code graph, and semantic memory into a single local tool. It provides 10 tools, runs fully offline with no API keys, and uses less than 350MB of RAM.

Best for

Best for
Developers who want a local, low-resource MCP server for code search and semantic memory

Use cases

  • Search codebases using hybrid search techniques
  • Map code structure and dependencies with code graph tools
  • Store and retrieve semantic memory across MCP sessions

How to use

Install

pip install nexus-mcp-ci

Tools exposed

  • NEXUS_EMBEDDING_MODEL
  • NEXUS_EMBEDDING_DEVICE
  • NEXUS_STORAGE_DIR
  • NEXUS_AUTO_WATCH
  • NEXUS_STALENESS_CHECK_INTERVAL
  • NEXUS_MAX_FILE_SIZE_MB
  • NEXUS_CHUNK_MAX_CHARS
  • NEXUS_MAX_MEMORY_MB
  • NEXUS_SEARCH_MODE
  • NEXUS_FUSION_WEIGHT_VECTOR
  • NEXUS_FUSION_WEIGHT_BM25
  • NEXUS_FUSION_WEIGHT_GRAPH
  • NEXUS_PERMISSION_LEVEL
  • NEXUS_RATE_LIMIT_ENABLED
  • NEXUS_AUDIT_ENABLED
  • NEXUS_TRUST_REMOTE_CODE
  • NEXUS_LOG_LEVEL
  • NEXUS_LOG_FORMAT
  • Re-ranking
  • IDE-agnostic

Tested with

Claude Desktop, Claude Code, Cursor, Windsurf, Cline, Continue

Notes

Nexus-MCP is a unified MCP server written in Python that combines hybrid search, code graph, and semantic memory into a single local tool. It provides 10 tools, runs fully offline with no API keys, and uses less than 350MB of RAM.

0 stars on GitHub. Last updated 2026-09-18.

Use cases

  • Search codebases using hybrid search techniques
  • Map code structure and dependencies with code graph tools
  • Store and retrieve semantic memory across MCP sessions

Pros

  • Fully local operation with no API keys required
  • Lightweight memory footprint under 350MB
  • Bundles 10 tools for search, graph, and memory in one server

Cons

  • Zero GitHub stars, so community validation is lacking
  • Vendor listed as Various, which may indicate unclear ownership or support
  • Limited to the 10 included tools, with no mention of extensibility

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.

Pros

  • Fully local operation with no API keys required
  • Lightweight memory footprint under 350MB
  • Bundles 10 tools for search, graph, and memory in one server

Cons

  • Zero GitHub stars, so community validation is lacking
  • Vendor listed as Various, which may indicate unclear ownership or support
  • Limited to the 10 included tools, with no mention of extensibility
Free 27-page guide

Get the free Developer’s Field Guide

A 27-page field guide to the AI coding workflow with Claude. Claude Code, MCP servers, the prompt patterns that work, and what to delegate. Free.

Enter your work email. We send it straight over, plus a few short notes worth knowing. Unsubscribe any time.

No spam. Unsubscribe any time.

Running a business, not writing the code? See the MCP servers picked for operators, and get your first one wired up with us.

Operator picks