MCP & AI Agent Integration

Pinecone
automation.

13 AI agent actions for Pinecone — callable from any MCP-compatible runtime, Claude, Cursor, or Cerebral OS workflow. Use Pinecone to automate business processes and connect tools in your stack. Full governance, audit trail, and dry-run safety on every execution.

No credit card required
Live in production environments
<200ms median execution
Dry-run before production
Execution trace
live
13
actions
100%
governed
<200ms
latency
13
AI agent actions
5
Read operations
8
Write operations
3
High-risk actions (approval gated)
Business Tools Pinecone is a Business Tools integration — use it to automate business operations and workflow automation from any AI agent or MCP-compatible runtime.
Actions

What you can do
with Pinecone.

Every action below is available as an MCP tool and a verb in Cerebral OS — callable from any AI agent, Claude, Cursor, Windsurf, or your own runtime via the BYOA API. All executions are governed, audited, and dry-run safe.

Fetch Vectors
pinecone:fetch_vectors
Fetch specific vectors by their IDs from a Pinecone index.
Read Low risk
Get Index
pinecone:get_index
Get detailed information about a specific Pinecone index.
Read Low risk
Get Index Stats
pinecone:get_index_stats
Get statistics about vectors in a Pinecone index, including total count and namespace breakdown.
Read Low risk
List Collections
pinecone:list_collections
List all Pinecone collections (static snapshots of indexes) in your project.
Read Low risk
List Indexes
pinecone:list_indexes
List all Pinecone indexes in your project with their configuration details.
Read Low risk
Create Collection
pinecone:create_collection
Create a collection (static snapshot) from an existing Pinecone index.
Write Medium risk
Create Index
pinecone:create_index
Create a new Pinecone vector index with specified configuration.
Write Medium risk
Delete Collection
pinecone:delete_collection
Delete a Pinecone collection permanently. This action cannot be undone.
Write High risk
Delete Index
pinecone:delete_index
Delete a Pinecone index permanently. This action cannot be undone.
Write High risk
Delete Vectors
pinecone:delete_vectors
Delete specific vectors or all vectors from a Pinecone index.
Write High risk
Query Vectors
pinecone:query_vectors
Search for similar vectors in a Pinecone index using vector similarity.
Write Medium risk
Update Vector
pinecone:update_vector
Update an existing vector's values and/or metadata in a Pinecone index.
Write Medium risk
Upsert Vectors
pinecone:upsert_vectors
Insert or update vectors in a Pinecone index. Existing vectors with same ID will be overwritten.
Write Medium risk
MCP & Runtime API

Call Pinecone
from any AI agent.

Any AI agent — Claude, Cursor, LangChain, AutoGen, or your own — can call Pinecone actions through the Cerebral OS Runtime API. Governance, credentials, and audit trail fire automatically.

pinecone:fetch_vectors READ
# Call via Runtime API
curl
-X POST \
  "https://api.cerebralos.com/v1/runtime/actions/run"
  -H "X-API-Key: YOUR_KEY" \
  -d '{
    "verb": "pinecone:fetch_vectors",
    "args": {},
    "execution_id": "agent-001"
  }'
pinecone:create_collection WRITE
# Dry-run first — no production risk
curl
-X POST \
  "https://api.cerebralos.com/v1/runtime/actions/run"
  -H "X-API-Key: YOUR_KEY" \
  -d '{
    "verb": "pinecone:create_collection",
    "args": {},
    "execution_id": "agent-001",
    "metadata": {"dryRun": true}
  }'
Get your Runtime API key at app.cerebralos.com/signup — 1,000 free executions, no credit card required.
AI agent examples

What your AI agent
can do with Pinecone.

Real patterns your AI agent can execute via MCP or the Runtime API. Every action governed, dry-run safe, and fully audited.

Trigger
AI agent needs Pinecone data
Call pinecone:fetch_vectors via MCP or Runtime API
AI processes result and takes next action
Full execution logged to audit trail automatically
Trigger
Workflow needs to write to Pinecone
Dry-run validates pinecone:create_collection before execution
Approval gate fires if risk level is high
Action executes with full governance — logged, audited, reversible
Trigger
Event in Pinecone
Process with AI agent
Take governed action
Log to audit trail
How it works

Every Pinecone action
governed end-to-end.

Cerebral OS isn't a connector. It's the execution layer that sits in front of Pinecone — adding governance, dry-run safety, and a full audit trail to every operation.

Governance first
Every verb carries a risk classification. High-risk writes require explicit approval gates before they execute in production.
Dry-run safe
Simulate any Pinecone action before it touches production. See exactly what would happen before a single real call is made.
Immutable audit trail
Every Pinecone action is logged — what ran, what changed, who approved it, when it happened. Full history on every verb, forever.
Connect with

Pinecone works best
alongside these.

Build multi-step workflows that connect Pinecone to the rest of your stack. All governed. All audited.

Pinecone integration

Start free.
No credit card required.

Start free with 1,000 runs — no credit card required. Connect Pinecone in minutes, dry-run every action before it touches production, full audit trail on everything.

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