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Reflective Data
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Reflective Data MCP server

reflectivedata.com

Yes. Reflective Data publishes an official MCP server at https://api.reflectivedata.com/mcp. It's hosted. It offers 6 tools. We last checked it on 1 Nov 2026.

Official MCP server
Hosted
Sign-in: see vendor docs

Official: documented on Reflective Data's own site, at docs.reflectivedata.com. Checked 1 Nov 2026. Maintained by Stuart Brameld.

Key facts

As of 1 Nov 2026, Reflective Data's official MCP server scores 65/100 (provisional) on MartechDB's Agent Readiness Index (v1.1). It answered 14 of our 14 checks in the last 90 days and has 6 tools named in its documentation.

How the Agent Readiness Index works · Wrong? Suggest a correction

Reflective Data MCP server review

65/100

Reflective Data's Reflective Data MCP scores 65/100 on MartechDB's Agent Readiness Index: easy to connect an AI agent to, with a few gaps.

The good

  • Hosted by Reflective Data: connect by URL, with nothing to install

  • Documented, with 6 tools known

  • Answered 100% of our checks in the last 90 days

The bad

  • Nothing we've found.

Not checked yet: how you sign in; what agent access costs. Anything not checked scores nothing.

Official MCP server

Reflective Data MCP

Address
https://api.reflectivedata.com/mcp
Runs
Hosted
Sign-in
Sign-in: see vendor docs
Vendor docs
Official MCP Registry
Not listed
How we know it's official
  • Documented on Reflective Data's own site, at docs.reflectivedata.com.
Checked 1 Nov 2026.
Documentation
docs.reflectivedata.com/agent/mcp/
Tools
6 tools · from Reflective Data's documentation
First seen
18 Oct 2026
Last checked
Reachable ·
26 Oct 2026: reachable
27 Oct 2026: reachable
28 Oct 2026: reachable
29 Oct 2026: reachable
30 Oct 2026: reachable
31 Oct 2026: reachable
1 Nov 2026: reachable
Uptime
100% · 14 of 14 checks reachable since 19 Oct 2026

Reflective Data MCP tools (6)

The server needs sign-in before it lists its tools, so these are as Reflective Data's documentation names them (read 1 Nov 2026). They may be out of date.

  • list_models

    See the models and their metrics and dimensions.

  • describe_model

    See the models and their metrics and dimensions.

  • query_semantic

    Ask for numbers through the metrics and dimensions, with filters. The preferred way.

  • run_sql

    Read-only SQL on the project's models, when the semantic layer can't express the question. An admin can switch this off.

  • list_knowledge

    Read the project's Knowledge documents.

  • read_knowledge

    Read the project's Knowledge documents.

Connect your AI to Reflective Data

Add the official Reflective Data MCP server to Claude, ChatGPT or your editor.

Connect Reflective Data MCP to Claude

Claude.ai and Claude Desktop

  1. Open Customize, then Connectors.

  2. Click +, then Add custom connector.

  3. Name it Reflective Data, paste the address below and click Add.

Claude Code

Reflective Data MCP server questions

Does Reflective Data have an official MCP server?

Yes. Reflective Data publishes its MCP server itself. Reflective Data's own documentation describes it. MartechDB only lists servers a vendor publishes, never community copies.

What is the Reflective Data MCP server URL?

The address is https://api.reflectivedata.com/mcp.

How do I connect Reflective Data MCP to Claude, ChatGPT or Cursor?

In Claude, add https://api.reflectivedata.com/mcp as a custom connector (Customize, Connectors, Add custom connector). In Cursor, use the Add to Cursor link on MartechDB's page, or paste the JSON settings into your mcp.json. In Claude Code, run: claude mcp add --transport http reflective-data https://api.reflectivedata.com/mcp

What can the Reflective Data MCP server do?

It offers 6 tools, including list_models, describe_model, query_semantic, run_sql and list_knowledge (as its documentation names them, read on 1 Nov 2026).

Is the Reflective Data MCP server in the official MCP Registry?

No. Reflective Data hasn't published it to the official MCP Registry.

Is the Reflective Data MCP server working?

Yes. It answered our most recent check. We last checked it on 1 Nov 2026.

What are the alternatives to Reflective Data's MCP server?

In Data integration, the most agent-friendly alternatives with an official MCP server are Supermetrics (97/100), Activepieces (97/100), Needle (97/100), IFTTT (92/100) and import.io (92/100). Reflective Data scores 65/100 on the same index.

Alternatives to Reflective Data's MCP server

Vendors in Data integration with an official MCP server, the most agent-friendly first. Reflective Data scores 65/100.

Supermetrics

Supermetrics

supermetrics.com

97/100
Activepieces

Activepieces

activepieces.com

97/100
Needle

Needle

needle.app

97/100
IFTTT

IFTTT

ifttt.com

92/100
import.io

import.io

import.io

92/100
Compare all 50 Data integration vendors →

Change history

What we've seen change for Reflective Data, newest first.

  1. Reflective Data: Added to MartechDB with Reflective Data MCP

Use with AI

Connect your AI to MartechDB

Then ask it about Reflective Data, or any of the 1,698 marketing tools with an official MCP server. Free, no sign-in.

Claude.ai and Claude Desktop

  1. Open Customize, then Connectors.

  2. Click +, then Add custom connector.

  3. Name it MartechDB, paste the address below and click Add. There's no sign-in.

The free plan allows one custom connector. On Team and Enterprise plans, an owner adds the connector first.

Show that your MCP server is verified

If you work at Reflective Data, add this badge to your MCP docs or README. It's free, it's the same for every vendor, and it updates from our daily checks: it shows uptime while the server responds, and says so if it stops.

Official MCP server, verified by MartechDB
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