Chroma MCP Server vs Pinecone Developer MCP Server

A side-by-side comparison of two AI, Data & Knowledge servers — tools, transport, auth, maintenance, and copy-paste config for each.

	Chroma MCP Server Official Chroma server: create collections and run vector, full-text, and metadata search. Verified stdio (local) API key Python	Pinecone Developer MCP Server Official Pinecone server: manage indexes, upsert/search records, rerank, and search Pinecone docs. Verified stdio (local) API key TypeScript
Category	AI, Data & Knowledge	AI, Data & Knowledge
Language	Python	TypeScript
Transport	stdio (local)	stdio (local)
Auth	API key	API key
GitHub stars	600	500
Last commit	1 month ago	1 month ago
Verified
Actively maintained
Install	`uvx chroma-mcp --client-type persistent --data-dir /absolute/path/to/data`	`npx -y @pinecone-database/mcp`
Repo	Open	Open

Verdict

Pick Chroma MCP Server if you need the broadest set of tools.

Pick Pinecone Developer MCP Server if you prefer its approach (official pinecone server: manage indexes, upsert/search records, rerank, and search pinecone docs).

Add Chroma MCP Server

Install / run

uvx chroma-mcp --client-type persistent --data-dir /absolute/path/to/data

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "chroma-mcp-server": {
      "command": "uvx",
      "args": [
        "chroma-mcp",
        "--client-type",
        "persistent",
        "--data-dir",
        "/absolute/path/to/data"
      ]
    }
  }
}

Requires `uv` (the Python package runner). Install it from https://docs.astral.sh/uv/ if `uvx` is not found.

Add Pinecone Developer MCP Server

Install / run

npx -y @pinecone-database/mcp

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "pinecone-developer-mcp-server": {
      "command": "npx",
      "args": [
        "-y",
        "@pinecone-database/mcp"
      ],
      "env": {
        "PINECONE_API_KEY": "<your-pinecone-api-key>"
      }
    }
  }
}

FAQ

Chroma MCP Server or Pinecone Developer MCP Server — which is better?

Pick Chroma MCP Server if you need the broadest set of tools. Pick Pinecone Developer MCP Server if you prefer its approach (official pinecone server: manage indexes, upsert/search records, rerank, and search pinecone docs).

Can I use both Chroma MCP Server and Pinecone Developer MCP Server?

Yes — MCP clients let you enable multiple servers at once. Add both configs to your client's mcpServers and use whichever tool fits the task.

Do Chroma MCP Server and Pinecone Developer MCP Server work with Claude, Cursor and Windsurf?

Both do. Copy the per-client config below into Claude Desktop, Cursor, or Windsurf.

View Chroma MCP Server →View Pinecone Developer MCP Server →More comparisons →