# Chroma Memory MCP

> Use this tool when you need to access a shared team knowledge base with advanced semantic search capabilities, to solve problems related to information retrieval and collaboration across languages, including Russian and English. It takes in natural language queries as input and outputs relevant information from the knowledge base, leveraging ChromaDB and Google Gemini embeddings. Ideal for use cases where multilingual search and team knowledge sharing are essential.

Canonical page: https://skillsregistry.net/skills/sfrangulov-chroma-memory-mcp  
JSON: https://api.skillsregistry.net/v1/skills/sfrangulov-chroma-memory-mcp

## Description

An MCP server that gives Claude (and any MCP client) a shared team knowledge base with semantic search. Backed by ChromaDB and Google Gemini embeddings — works across languages (RU + EN).

## Trust

- **Trust score (0–1):** 0.67
- **Verification tier:** scanned
- **Last scanned:** 2026-08-31

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-31

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/vnhjf1d51e)
- **Repository:** <https://github.com/sfrangulov/chroma-memory-mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "sfrangulov-chroma-memory-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/sfrangulov-chroma-memory-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/sfrangulov-chroma-memory-mcp/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt