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Semantic Context MCP

damian-pramparo/semantic-context-mcp

A powerful Model Context Protocol (MCP) server for semantic code search with shared vector database. Supports both OpenAI and Ollama for embeddings, and can index local projects or Git repositories.

View on GitHub

Install

Client configuration

{
  "mcpServers": {
    "enterprise-code-search": {
      "command": "node",
      "args": [
        "/path/to/semantic-context-mcp/dist/index.js"
      ],
      "env": {
        "EMBEDDING_PROVIDER": "<EMBEDDING_PROVIDER>",
        "OLLAMA_HOST": "<OLLAMA_HOST>",
        "OLLAMA_MODEL": "<OLLAMA_MODEL>",
        "CHROMA_HOST": "<CHROMA_HOST>",
        "CHROMA_PORT": "<CHROMA_PORT>",
        "COMPANY_NAME": "<COMPANY_NAME>"
      }
    }
  }
}

Environment variables

EMBEDDING_PROVIDEROLLAMA_HOSTOLLAMA_MODELCHROMA_HOSTCHROMA_PORTCOMPANY_NAMEOPENAI_API_KEYCHROMA_SERVER_HOST
Author
@damian-pramparo
Category
Developer Tools, Search Tools
License
MIT
Updated
Oct 6, 2026

Features

  • Semantic code search using AI embeddings

  • Dual provider support: OpenAI or Ollama (local, private)

  • Flexible indexing: Local projects or Git repositories

  • Shared vector database with ChromaDB

  • Multi-project management: Handle multiple projects simultaneously

  • Automatic project structure analysis

  • Similar code search based on code snippets

  • Enterprise-ready: Private, secure, self-hosted

Tools (4)

  • index_local_project

    Index a local directory

  • search_codebase

    Semantic search in code

  • list_indexed_projects

    List all indexed projects

  • get_embedding_provider_info

    Get embedding provider information

Details on this page are taken from the project's README. Open README

Supported clients

Clients mentioned in this server's README:

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