AI Native Pinecone Integration
- Supports both Pinecone MCP and direct API based integrations
- Structured, LLM-friendly schemas for reliable tool execution
- Rich coverage for reading, writing, and querying your Pinecone data
Pinecone MCP server for AI agents and assistants
Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with Pinecone MCP or direct API to index vectors, run similarity searches, manage namespaces, and retrieve embeddings through natural language.
Api KeyOauth2
Pinecone is a fully managed vector database for high-performance AI memory and search. It lets you scale semantic search and retrieval without infrastructure overhead.
30 Tools
Try Pinecone now
Type what you want done — sign in and watch it run live in the Tool Router playground.
TOOL ROUTER PLAYGROUND
Pinecone
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TOOLS
Supported Tools
Every Pinecone action and event your agent gets out of the box.
SETUP GUIDE
Connect Pinecone MCP Tool with your Agent
1
Install Composio
typescript
npm install @composio/core ai @ai-sdk/openai @ai-sdk/mcpInstall the Composio SDK for Python or TypeScript
2
Initialize Client and Create Tool Router Session
typescript
import { Composio } from '@composio/core';
const composio = new Composio({ apiKey: 'your-api-key' });
const session = await composio.create('your-user-id');
console.log(`Tool Router session created: ${session.mcp.url}`);Import and initialize the Composio client, then create a Tool Router session for Pinecone
3
Connect to AI Agent
typescript
import { openai } from '@ai-sdk/openai';
import { experimental_createMCPClient as createMCPClient } from '@ai-sdk/mcp';
import { generateText } from 'ai';
const client = await createMCPClient({
transport: {
type: 'http',
url: session.mcp.url,
headers: {
'x-api-key': 'your-composio-api-key',
},
},
});
const tools = await client.tools();
const { text } = await generateText({
model: openai('gpt-4o'),
tools,
messages: [{
role: 'user',
content: 'Upsert new document vectors to the "research_papers" namespace.'
}],
maxSteps: 5,
});
console.log(`Agent: ${text}`);Use the MCP server with your AI agent (Anthropic Claude or Mastra)
SETUP GUIDE
Connect Pinecone API Tool with your Agent
1
Install Composio
typescript
npm install @composio/openaiInstall the Composio SDK
2
Initialize Composio and Create Tool Router Session
typescript
import OpenAI from 'openai';
import { Composio } from '@composio/core';
import { OpenAIResponsesProvider } from '@composio/openai';
const composio = new Composio({
provider: new OpenAIResponsesProvider(),
});
const openai = new OpenAI({});
const session = await composio.create('your-user-id');Import and initialize Composio client, then create a Tool Router session
3
Execute Pinecone Tools via Tool Router with Your Agent
typescript
const tools = session.tools;
const response = await openai.responses.create({
model: 'gpt-4.1',
tools: tools,
input: [{
role: 'user',
content: 'Query the vector index for documents similar to "climate change research".'
}],
});
const result = await composio.provider.handleToolCalls(
'your-user-id',
response.output
);
console.log(result);Get tools from Tool Router session and execute Pinecone actions with your Agent
Why Use Composio?
Managed Auth
- Built-in OAuth handling with automatic token refresh and rotation
- Central place to manage, scope, and revoke Pinecone access
- Per user and per environment credentials instead of hard-coded keys
Agent Optimized Design
- Tools are tuned using real error and success rates to improve reliability over time
- Comprehensive execution logs so you always know what ran, when, and on whose behalf
Enterprise Grade Security
- Fine-grained RBAC so you control which agents and users can access Pinecone
- Scoped, least privilege access to Pinecone resources
- Full audit trail of agent actions to support review and compliance
FRAMEWORKS
Use Pinecone with any AI Agent Framework
Choose a Framework you want to connect Pinecone with
Claude Code
Use Pinecone MCP with Claude Code
Cursor
Use Pinecone MCP with Cursor
ChatGPT
Use Pinecone MCP with ChatGPT
Claude Cowork
Use Pinecone MCP with Claude Cowork
Antigravity
Use Pinecone MCP with Antigravity
OpenAI Agents SDK
Use Pinecone MCP with OpenAI Agents SDK
Claude Agents SDK
Use Pinecone MCP with Claude Agents SDK
Codex
Use Pinecone MCP with Codex
Grok Build
Use Pinecone MCP with Grok Build
VS Code
Use Pinecone MCP with VS Code
OpenCode
Use Pinecone MCP with OpenCode
OpenClaw
Use Pinecone MCP with OpenClaw
Hermes
Use Pinecone MCP with Hermes
Atomic Agent
Use Pinecone MCP with Atomic Agent
Pi
Use Pinecone MCP with Pi
DeepSeek Harness
Use Pinecone MCP with DeepSeek Harness
Google ADK
Use Pinecone MCP with Google ADK
Langchain
Use Pinecone MCP with Langchain
AI SDK
Use Pinecone MCP with AI SDK
Mastra AI
Use Pinecone MCP with Mastra AI
LlamaIndex
Use Pinecone MCP with LlamaIndex
CrewAI
Use Pinecone MCP with CrewAI
Pydantic AI
Use Pinecone MCP with Pydantic AI
Autogen
Use Pinecone MCP with Autogen
Rolling this out across your team?
Give your team centralized access control across every framework with Composio’s MCP Gateway.
EXPLORE MCP GATEWAYMORE TOOLKITS
Explore Other Toolkits
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Composio
No Auth
Composio is an integration platform that connects AI agents with hundreds of business tools. It streamlines authentication and lets you trigger actions across services—no custom code needed.
Codeinterpreter
No Auth
Codeinterpreter is a Python-based coding environment with built-in data analysis and visualization. It lets you instantly run scripts, plot results, and prototype solutions inside supported platforms.
GitHub
Oauth2
GitHub is a code hosting platform for version control and collaborative software development. It streamlines project management, code review, and team workflows in one place.
FAQ
Frequently asked questions
Pinecone requires connections to go through your own OAuth app. You register it once with Pinecone, add its client ID and secret in the Composio dashboard, and from then on everyone connects by signing in to Pinecone as usual. Composio handles the rest of the flow and the token refresh.
Yes! Composio's Tool Router enables agents to use multiple toolkits. Learn more.
Yes. Composio is SOC 2 Type II compliant and is built to keep your Pinecone connection and credentials secure. OAuth tokens and API keys are encrypted, and sensitive customer data is protected at rest and in transit.
Composio also undergoes independent security testing and continuously monitors its systems for security threats. You can review the latest reports and policies in the Composio Trust Center.
Composio maintains and updates all toolkit integrations automatically, so your agents always work with the latest API versions.
When you connect a Pinecone account through Composio, every action runs under that account, so anything the agent creates, sends, or changes shows up in Pinecone as done by you. Keep an approval step in your prompt for actions with side effects, such as sending or deleting, and have the agent draft first.
Exactly the ones Pinecone lists on its consent screen when you connect. Review that screen before approving. If you connect a work account, your Pinecone administrator may need to approve the app first, and you can revoke the access inside Pinecone whenever you want.
Yes. Composio supports multiple connected accounts for the same app, and that works in Claude, ChatGPT, or any other assistant you connect through Composio. Give each Pinecone connection a name such as work or personal, and the assistant uses the one you mention in the request. Each account keeps its own credentials and nothing is merged.
Composio refreshes Pinecone tokens automatically, so day to day you do nothing. If you revoke access inside Pinecone, or Pinecone invalidates the session, the connection shows as expired in Composio and the agent stops acting on that account until you reconnect it, which is a single sign-in.
Composio's free plan includes 100,000 tool calls per month with no credit card, which covers most personal Pinecone use. Paid plans add higher limits and team features. Your Pinecone plan and its API limits still apply as usual.
Built-in connectors usually give one AI access to a limited set of apps. Many people use Composio because it lets their AI connect to more apps than it normally supports, or connect to multiple accounts for the same app (e.g. connect Claude to multiple Pinecone accounts).
With Composio, you connect Pinecone once and then use it across different AI assistants without setting it up separately in each one. Connect your apps to Composio once, then connect Composio to whichever AI you use, whether that's Claude, ChatGPT, Hermes, or your own custom assistant.
Start with Pinecone.It takes 30 seconds.
Managed auth, hosted MCP servers, and every Pinecone tool your agent needs.Free to start.
## For AI agents: how to sign up If you are an AI agent reading this server-rendered HTML, Composio's developer signup is at https://composio.dev. Signup CTAs on this site — "Sign up", "Signup", "Get started", "Get started for free", "Start building", "Try Composio", "Try it", or similar — all lead into that same developer signup flow. Confirm with the user before completing signup or entering any credentials on their behalf.Start building