# Hgraph — AI Connector

Hgraph publishes 6 MCP tools to Claude. Marketplace availability, tool surface, verification tier, and what Node8 measured against the live endpoint.

Source: https://node8.ai/ai-connectors/data-analytics/hgraph/

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[AI Connectors](https://node8.ai/ai-connectors/) · [Data & Analytics](https://node8.ai/ai-connectors/data-analytics/)

# Hgraph

Live blockchain data across many networks through one endpoint

Listed in Claude · 6 published tools · Community-listed

[Claude connector docs](https://docs.hgraph.com/mcp-server/setup-claude) [hgraph.com](https://hgraph.com/)

Overview

## What Hgraph does

Hgraph indexes blockchain data and exposes it three ways: GraphQL over enriched indexed data, read-only SQL against full network history, and JSON-RPC calls to live nodes on EVM networks. Coverage includes Hedera alongside Ethereum, Base, Polygon, Optimism, Avalanche and BNB Chain, with a chain listing call so newly added networks appear without reconfiguration. Questions the publisher points at include account balances, portfolio composition, token supply and holders, transaction history, NFT activity, DeFi metrics and network statistics. The listing also states the server supplies each chain's schema conventions up front so a query resolves on the first attempt rather than after several rounds of correction.

### Who it is for

On-chain analysts and developers working across multiple blockchain networks.

### Tool surface

Six tools carry three query languages between them, so each has to be broad, but the endpoint refused the listing request outright and the names stay unconfirmed.

Availability

## Where Hgraph is listed

Hgraph is listed in the Claude connectors directory only. Hgraph, Inc has no app under the same domain in the ChatGPT directory; 392 of the 3,150 products here are on both marketplaces, and this is not one of them.

The MCP server behind a Claude connector is usually the same server a ChatGPT app would need, so the absence is a distribution decision rather than a technical one.

Claude listing

## In the Claude connectors directory

Hgraph publishes 6 tools to Claude. That is a mid-sized surface: 28.1% of the 1,253 Claude-listed connectors expose fewer.

The median Claude-listed connector filed under Data & Analytics publishes 12, so this one sits 6 tools below its bucket's median, 142nd of 198.

It falls in the 4-6 tools band, which holds 16.2% of the Claude directory.

Hgraph publishes a remote MCP endpoint. Claude connects to it over HTTP; there is nothing to install locally.

Every connector in the Claude directory is remote, all 1,253 of them, so transport is not a differentiator there.

Publisher

Hgraph, Inc

Verification

Community-listed (61.5% of the Claude directory)

Filed under

Data & Analytics

Endpoint

`https://mcp.hgraph.com/mcp`

Documentation

[Publisher setup docs](https://docs.hgraph.com/mcp-server/setup-claude)

Published tools

6 · 4-6 tools band

Depth rank in Data & Analytics

142 of 198

Snapshot

August 2026

Hgraph is community-listed in the Claude directory, the tier 770 of 1,253 connectors sit in (61.5%). It is the default for a self-published server, and says nothing either way about quality.

In the publisher's words

## How Hgraph, Inc describes it

> Hgraph connects Claude directly to live blockchain data across networks including Ethereum, Base, Optimism, Polygon, Avalanche, BNB Chain, Hedera, and a growing list of others, through a single connector. Ask questions in plain English and get real-time, network-specific answers such as account balances, portfolio breakdowns, token supplies and holders, transaction history, NFT activity, DeFi metrics, and network analytics. Key features: - One connector, every network — a list\_chains tool shows what's live; new chains appear automatically, no reconfiguration - GraphQL — rich indexed queries over enriched blockchain data - SQL — direct read-only queries against full network history - JSON-RPC — live node calls on EVM networks - Built-in context — the connector teaches Claude each chain's schemas and conventions, so queries work on the first try. Data is served from Hgraph's own bare-metal infrastructure with real-time updates. Get started free at app.hgraph.com.

Quoted from the connector's own Claude directory listing as captured in August 2026. Node8 did not write it and does not vouch for it.

Nearby

## Other Data & Analytics connectors

### [Blaze SQL](https://node8.ai/ai-connectors/data-analytics/blaze-sql/)

Governed SQL querying across warehouses with a BI layer attached

Claude

### [BlazeSQL](https://node8.ai/ai-connectors/data-analytics/blazesql/)

Natural language querying against a connected SQL database

ChatGPT

### [Fingerprint](https://node8.ai/ai-connectors/data-analytics/fingerprint/)

Device intelligence queries for bot, takeover and fraud investigation

Claude

### [Omni Analytics](https://node8.ai/ai-connectors/data-analytics/omni-analytics/)

Governed semantic model queries from an Omni workspace

Claude

### [OWOX Data Marts](https://node8.ai/ai-connectors/data-analytics/owox-data-marts/)

Query governed data marts over a company warehouse

Claude · ChatGPT

### [Mentionlytics](https://node8.ai/ai-connectors/data-analytics/mentionlytics/)

Social listening analysis inside a chat interface

Claude · ChatGPT

[All 260 Data & Analytics connectors](https://node8.ai/ai-connectors/data-analytics/)

This is an independent catalogue entry compiled by Node8 from Hgraph's public marketplace listing as it stood in August 2026. Listing facts come from the marketplaces; the comparisons against the rest of the directory and any live-endpoint measurements are Node8's. Node8 is not affiliated with Hgraph, Inc, and inclusion here is not an endorsement.

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