Pinecone MCP for AI Agents

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.

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Pinecone

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

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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.

Cancel Bulk Import

Tool to cancel a bulk import operation in Pinecone.

Configure Index

Tool to configure an existing Pinecone index, including pod type, replicas, deletion protection, and tags.

Create Backup

Tool to create a backup of a Pinecone index for disaster recovery and version control.

Create Index

Tool to create a Pinecone index with specified configuration.

Create Index with Embedding Model

Tool to create a Pinecone index with integrated embedding model for automatic vectorization.

Create Index from Backup

Tool to create an index from a backup.

Create Namespace

Tool to create a namespace within a serverless Pinecone index.

Delete Index

Tool to permanently delete a Pinecone index.

Delete Namespace

Tool to permanently delete a namespace from a serverless index.

Describe Backup

Tool to retrieve detailed information about a specific backup.

Describe Bulk Import

Tool to describe a specific bulk import operation in Pinecone.

Describe Index Stats

Tool to get index statistics including vector count per namespace, dimensions, and fullness.

Describe Restore Job

Tool to get detailed information about a specific restore job in Pinecone.

Generate Embeddings

Tool to generate vector embeddings for input text using Pinecone's hosted embedding models.

Get Model Information

Tool to retrieve detailed information about a specific model hosted by Pinecone.

List Bulk Imports

Tool to list all recent and ongoing bulk import operations in Pinecone.

List Collections

Tool to list all collections in a Pinecone project (pod-based indexes only).

List Index Backups

Tool to list all backups for a specific Pinecone index.

List Indexes

Tool to list all indexes in a Pinecone project.

List Available Models

Tool to list all available embedding and reranking models hosted by Pinecone.

List Namespaces

Tool to list all namespaces in a serverless Pinecone index.

List Project Backups

Tool to list all backups for indexes in a Pinecone project.

List Restore Jobs

Tool to list all restore jobs for a project with pagination support.

List Vectors

Tool to list vector IDs in a Pinecone serverless index.

Query Vectors

Tool to perform semantic search within a Pinecone index using a query vector.

Rerank Documents

Tool to rerank documents by semantic relevance to a query.

Search Records in Namespace

Tool to search records within a Pinecone namespace using text, vector, or ID query.

Start Bulk Import

Tool to start an asynchronous bulk import of vectors from object storage (S3, GCS, or Azure Blob Storage) into a Pinecone index.

Update Vector

Tool to update a vector in Pinecone by ID.

Upsert Records to Namespace

Tool to upsert text records into a Pinecone namespace.

SETUP GUIDE

Connect Pinecone MCP Tool with your Agent

Install Composio

typescript

npm install @composio/core ai @ai-sdk/openai @ai-sdk/mcp

Install the Composio SDK for Python or TypeScript

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

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

Install Composio

typescript

npm install @composio/openai

Install the Composio SDK

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

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?

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

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

ChatGPT Work

Use Pinecone MCP with ChatGPT Work

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

Claude Code

Use Pinecone MCP with Claude Code

Claude Cowork

Use Pinecone MCP with Claude Cowork

Codex

Use Pinecone MCP with Codex

Grok Build

Use Pinecone MCP with Grok Build

Cursor

Use Pinecone MCP with Cursor

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

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

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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

Yes, Pinecone requires you to configure your own API key credentials. Once set up, Composio handles secure credential storage and API request handling for you.

Yes! Composio's Tool Router enables agents to use multiple toolkits. Learn more.

Composio is SOC 2 and ISO 27001 compliant with all data encrypted in transit and at rest. Learn more.

Composio maintains and updates all toolkit integrations automatically, so your agents always work with the latest API versions.

Start with Pinecone.It takes 30 seconds.

Managed auth, hosted MCP servers, and every Pinecone tool your agent needs.Free to start.

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Pinecone MCP for AI Agents

Try Pinecone now

Supported Tools

Connect Pinecone MCP Tool with your Agent

Install Composio

Initialize Client and Create Tool Router Session

Connect to AI Agent

Connect Pinecone API Tool with your Agent

Install Composio

Initialize Composio and Create Tool Router Session

Execute Pinecone Tools via Tool Router with Your Agent

Why Use Composio?

AI Native Pinecone Integration

Managed Auth

Agent Optimized Design

Enterprise Grade Security

Use Pinecone with any AI Agent Framework

ChatGPT Work

Antigravity

OpenAI Agents SDK

Claude Agents SDK

Claude Code

Claude Cowork

Codex

Grok Build

Cursor

VS Code

OpenCode

OpenClaw

Hermes

Google ADK

Langchain

AI SDK

Mastra AI

LlamaIndex

CrewAI

Pydantic AI

Autogen

Explore Other Toolkits

Supabase

Composio

Codeinterpreter

GitHub

Frequently asked questions

Do I need my own developer credentials to use Pinecone with Composio?+

Can I use multiple toolkits together?+

Is Composio secure?+

What if the API changes?+

Start with Pinecone.It takes 30 seconds.