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MCP Server

The Paradime MCP Server is a single, authenticated remote endpoint that brings DinoAI's full context graph — your warehouse, repositories, dbt™ catalog, lineage, and Bolt orchestration — to any MCP-compatible AI client.

This guide walks you through generating an access token, configuring your client, and verifying the connection.

Before you start

You need:

  • A Paradime account. Business and read-only seats are free — if you don't have access, ask your data team to invite you to your workspace.

  • An MCP-compatible client. Claude (Desktop or web), Claude Code, ChatGPT, GitHub Copilot, Cursor, and OpenCode are all supported. See Client setup below.

  • Your data team has configured the workspace integrations the MCP should expose (warehouse, code repository, BI tools). The MCP inherits your workspace's existing connections — there's nothing extra to configure on the MCP side.

The MCP server uses the same access boundaries as the rest of Paradime. Your token can only reach the integrations your workspace has connected, and only with the permissions your role allows.

Step 1: Generate your MCP token

  1. Log in to Paradime at app.paradime.io.

  2. Open Settings → API keys (direct link).

  3. Click Generate MCP token.

  4. Give the token a recognisable name (for example, claude-desktop-laptop or cursor-work-mbp). Naming tokens per device makes it easier to rotate or revoke them later and a lifetime in days

  5. Copy the token and the MCP server URL shown next to it. You'll need both in Step 3.

Step 2: Copy the MCP server URL

The MCP server URL is shown alongside your token in the API keys page. It will look like:

Copy this URL exactly as displayed. It's specific to your Paradime instance.

If you belong to multiple Paradime workspaces - for example, separate workspaces for finance, marketing, and engineering, that's not a problem. One single MCP endpoint allows you to access across workspaces you have access to.

Step 3: Add Paradime to your client

Pick the tab for your client below. The exact menu wording varies between client versions, but the flow is the same everywhere: add a remote MCP server, paste in the URL, paste in the token.

Claude Desktop or claude.ai

  1. Open Settings → Connectors.

  2. Click Add custom connector.

  3. Fill in:

    • Name: Paradime

    • Remote MCP server URL: paste the URL from Step 2.

  4. Click Add, then Connect.

  5. When prompted, paste in your MCP token from Step 1 and authorize.

You should see Paradime appear in your Connectors list. The 17 tools will be available the next time you start a chat.

Custom connectors are available on Claude Pro, Max, Team, and Enterprise plans.

Step 4: Verify the connection

To confirm your connection is healthy, ask your AI client a simple question that requires Paradime context. For example:

"Use Paradime to list my Bolt schedules."

or

"Use Paradime to search the catalog for models that touch the orders table."

If your client returns real data from your workspace, you're connected. If you get an error, jump to Troubleshooting below.

Available tools

Once connected, your client has access to all 17 tools below.

Code & repository

Tool
What it does

read_file

Read any file in your connected code repository (SQL, Python, YAML, etc.).

rename_file

Rename a file in the repo. Parent directories are created automatically.

search_files_and_directories

Find files and folders by glob pattern (**/*.sql, models/staging/**).

ripgrep_search

High-speed regex search across the entire repo with context lines.

create_pull_request

Open a new PR - including drafts — using the connected user's GitHub account.

read_pull_request

Pull PR metadata, the full code diff, CI status, or review and inline comments.

list_pull_requests

List PRs by state, branch, sort order, or popularity.

Data warehouse & catalog

Tool
What it does

run_sql_query

Execute SQL against your warehouse and return results as CSV (Snowflake, BigQuery, Databricks, Redshift).

search_catalog

Search the unified catalog — dbt™ models, sources, tests, macros, plus Looker, Tableau, Fivetran assets.

get_column_level_lineage

Trace upstream and downstream dependencies for any column in any model.

Bolt orchestration

Tool
What it does

list_bolt_schedules

List every active Bolt schedule with name, UUID, cron, owner, and configured commands.

get_bolt_run_logs

Pull AI-generated failure summaries for a specific run or the most recent run.

Workspace management

Tool
What it does

list_workspaces

List every Paradime workspace your account has access to.

switch_workspace

Switch the active workspace — useful when you have multiple workspaces connected.

Web & research

Tool
What it does

execute_web_search

General-purpose web search, with optional domain restrictions (e.g. limit to docs sites).

perplexity_search

Real-time web search via the Perplexity API for up-to-date documentation and references.

extract_url_content

Pull clean text content from any HTTP/HTTPS URL.

Troubleshooting

"Authentication failed" or "401 Unauthorized"

Your token is either expired, revoked, or pasted incorrectly.

  • Check Settings → API keys in Paradime to confirm the token still exists.

  • Make sure you copied the full token without trailing whitespace.

  • If unsure, generate a new token and re-add the connector with the fresh value.

"Connection failed" or the connector won't authorize
  • Confirm the MCP server URL is correct — it includes a workspace ID at the end and is unique to your workspace.

  • Check that your network or VPN isn't blocking outbound HTTPS to *.paradime.io.

  • Make sure your client supports remote MCP servers (over HTTP/SSE), not just local stdio servers.

The MCP is connected but tools return empty results

The token is working, but the underlying integration may not be configured.

  • For warehouse tools (run_sql_query), confirm your data team has connected a warehouse to your workspace.

  • For repo tools (read_file, ripgrep_search, create_pull_request), confirm a code repository is connected and the connected user has access to it.

  • For catalog/lineage tools, your dbt™ project needs to have been parsed at least once in Paradime.

"Tool not found" or the AI client doesn't see Paradime tools
  • Some clients cache the MCP tool list at startup — try restarting the client after adding the connector.

  • In Claude and ChatGPT, ensure Paradime is enabled in the connectors menu of your current chat.

  • If you've recently rotated your token, the old connector may still be cached. Remove and re-add it.

I'm in multiple workspaces and the agent uses the wrong one

Use the switch_workspace tool — ask the agent to switch context: "Switch to the marketing workspace before continuing."

The agent is making too many tool calls / responses are slow

This is usually a sign the underlying client is sending the wrong context to the model. A few things to try:

  • Be specific in your prompt — "In the dbt catalog, find models that ref stg_orders" routes more efficiently than "find anything related to orders".

  • On large monorepos, prefer search_catalog over ripgrep_search for catalog-aware queries.

  • If using a smaller model, switch to a larger context model (Claude Sonnet/Opus, GPT-5) for complex multi-step tasks.

FAQ

What happens when I leave my organisation?

When your Paradime account is deactivated, your MCP token is revoked automatically. Any AI client still configured with it will fail to authenticate on the next call. There are no leftover credentials to chase down.

Can I rotate my MCP token?

Yes. Generate a new token in Settings → API keys, replace the value in your client's connector config, then revoke the old token. Tokens can be rotated at any time without affecting the underlying workspace integrations.

Does the MCP token give me elevated access?

No. The token inherits exactly the permissions of your Paradime user. If you can't see the marketing workspace in Paradime, the MCP can't either. If you're a read-only user, the MCP can read but not write.

Are MCP requests audited?

Yes. All MCP tool calls are logged against your user account in Paradime, the same way warehouse queries and Bolt runs are.

How much does this cost?

The Paradime MCP Server is included with all paid Paradime plans, and free for business and read-only seats. Token consumption on the AI side (Claude, ChatGPT, etc.) is billed by your AI provider, not by Paradime.

Can I restrict which tools an MCP token can use?

You can use the configure page to set which tools are allowed, denied and needs permission before executing.

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