Home / pinecone-io / pinecone-cursor-plugin · skills/pinecone-query/SKILL.md · GitHub

pinecone-query skillA

pinecone-query is agent-read markdown (skill) from pinecone-io/pinecone-cursor-plugin: Query integrated indexes using text with Pinecone MCP. IMPORTANT - This skill ONLY works with integrated indexes (indexes with built-in Pinecone embedding models like multilingual-e5-large). For standard indexes or advanced vector operations, use the pinecone-cli skill instead. Requires PINECONE_API_KEY environment variable and Pinecone MCP server to be configured..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# Pinecone Query Skill

Search for records in Pinecone integrated indexes using natural language text queries via the Pinecone MCP server.

Whenever this skill asks the user to choose between options, confirm a destructive step, or pick from a list, ask in plain prose, list the options, and wait for their answer before continuing.

## What is this skill for?

This skill provides a simple way to query **integrated indexes** (indexes with built-in Pinecone embedding models) using text queries. The MCP server automatically converts your text into embeddings and searches the index.

### Prerequisites

**Required:**
1. ✅ **Pinecone MCP server must be configured** - Check if MCP tools are available
2. ✅ **PINECONE_API_KEY environment variable must be set** - Get a free API key at https://app.pinecone.io/?sessionType=signup
3. ✅ **Index must be an integrated index** - Uses Pinecone embedding models (e.g., multilingual-e5-large, llama-text-embed-v2, pinecone-sparse-english-v0)

### When NOT to use this skill

**Use the pinecone-cli skill instead if:**
- ❌ Your index is a standard index (no integrated embedding model)
- ❌ You need to query with custom vector values (not text)
…

Read the whole file at its exact version.

How to install

Latest version
mdr add pinecone-io/pinecone-cursor-plugin/pinecone-query@git:20260811.3d6515e
Exact content
mdr add pinecone-io/pinecone-cursor-plugin/pinecone-query@sha256:4d5303a95ba8b36e

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_aqqc3gto3xfqdgg6.svg)](https://markdownregistry.com/a/art_aqqc3gto3xfqdgg6)

1 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260811.3d6515e latest2026-08-11 3d6515e 5,067 BA view · diff
git:20260513.6f34a132026-05-13 6f34a13 4,812 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (5067 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

pinecone-io/pinecone-cursor-plugin · 2 stars · license MIT · pushed 2026-09-09 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_aqqc3gto3xfqdgg6
GET https://markdownregistry.com/api/v1/resolve?ref=pinecone-io/pinecone-cursor-plugin/pinecone-query
GET https://markdownregistry.com/api/v1/blob/4d5303a95ba8b36ef7801c324e858e1ca58e72de56e7935f411bc4f5f11fe883

Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

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