Databases - official Chroma server
Chroma MCP server
Self-hosted MCP server that lets agents create and manage Chroma collections and add, query, update and delete documents. It supports vector search, full-text search and metadata filtering against ephemeral, persistent, self-hosted HTTP or Chroma Cloud clients. It runs locally from chroma-mcp (pypi); the notes below cover how it authenticates.
Last verified 12 tools7 sources
Install
Generic
{
"mcpServers": {
"chroma": {
"command": "uvx",
"args": [
"chroma-mcp",
"--client-type",
"persistent",
"--data-dir",
"/path/to/your/data/directory"
]
}
}
}Tools
chroma_list_collections- List all collections with pagination support.
chroma_create_collection- Create a new collection with optional HNSW configuration.
chroma_peek_collection- View a sample of documents in a collection.
chroma_get_collection_info- Get detailed information about a collection.
chroma_get_collection_count- Get the number of documents in a collection.
chroma_modify_collection- Update a collection's name or metadata.
chroma_delete_collection- Delete a collection.
chroma_add_documents- Add documents with optional metadata and custom IDs.
chroma_query_documents- Query documents using semantic search with advanced filtering.
chroma_get_documents- Retrieve documents by IDs or filters with pagination.
chroma_update_documents- Update existing documents' content, metadata, or embeddings.
chroma_delete_documents- Delete specific documents from a collection.
As documented on October 17, 2026. A running server reports its current list through tools/list.
Notes and caveats
- Auth depends on the client type.
- Ephemeral and persistent local clients need none.
- Chroma Cloud takes --tenant, --database and --api-key.
- Self-hosted HTTP takes --custom-auth-credentials.
- Settings can also come from env vars or a .env file via --dotenv-path.
- The docs give only Claude Desktop-style JSON, with no client-specific snippets for Claude Code, Codex, Cursor or VS Code.
- Latest release v0.2.6 (2025-08-14).
- No beta/GA label.
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Related reading
- What's New in Mastra (Late 2026): Harness, AgentController GA, Eval Gates and MCP 2.xMastra in late 2026: goals, schedules, signals, AgentController GA, eval gates and MCP 2.x, with type-checked TypeScript examples and honest tradeoffs.
- MCP vs A2A vs Function Calling: Which Layer Does What in 2026MCP vs A2A vs function calling compared on the 2026-07-28 MCP spec and A2A 1.0: what each protocol does, where they overlap, and how to stack them.
- Pydantic AI V2 in Late 2026: Capabilities, Graphs, Evals and MCPPydantic AI V2 explained through v2.57.0: capabilities, typed output, Conversation storage, caching, graphs, evals, MCP Apps and Logfire, with checked code.
- Reverse Engineer Anything (REA): What the MCP Server Does and Where the Line IsREA (Reverse Engineer Anything) is an MIT-licensed MCP server that lets Claude Code, Codex or Cursor inspect binaries, Electron apps and APKs. How to try it.
- Claude Opus 5.5 Built a Browser 3D World: The Higgsfield MCP WorkflowClaude Opus 5.5 and Higgsfield MCP built an interactive 3D Library of Alexandria in the browser. The verified connector setup and where the workflow holds up.
- Pi 1.0 Release Guide: MCP, Codemode and Pi DurablePi 1.0 adds built-in MCP through Codemode, a fullscreen TUI by default and Pi Durable. What changed, how to install it, and what breaks on upgrade.
FAQ
What does the Chroma MCP server do?
Self-hosted MCP server that lets agents create and manage Chroma collections and add, query, update and delete documents. It supports vector search, full-text search and metadata filtering against ephemeral, persistent, self-hosted HTTP or Chroma Cloud clients. The vendor documents 12 tools, including chroma_list_collections, chroma_create_collection, chroma_peek_collection and chroma_get_collection_info.
How do I add the Chroma MCP server to an MCP client?
Chroma documents a Generic config; copy it from the Generic section of this page.
Does the Chroma MCP server need authentication?
It uses a scheme other than OAuth or an API key, such as the session of the app or instance it runs in; the notes on this page describe it. Transport: stdio. Status: Unlabelled, last checked October 17, 2026.
Sources
Last verified against 7 Chroma pages, then re-checked independently.
- docs.trychroma.comhttps://docs.trychroma.com/integrations/frameworks/anthropic-mcp
- docs.trychroma.comhttps://docs.trychroma.com/integrations/frameworks/google-adk
- github.comhttps://github.com/chroma-core/chroma-mcp
- raw.githubusercontent.comhttps://raw.githubusercontent.com/chroma-core/chroma-mcp/main/README.md
- raw.githubusercontent.comhttps://raw.githubusercontent.com/chroma-core/chroma-mcp/main/LICENSE
- github.comhttps://github.com/chroma-core/chroma-mcp/releases
- pypi.orghttps://pypi.org/pypi/chroma-mcp/json
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