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MCP servers compatible with Claude and every other MCP client.

Get faster, more accurate, and token-efficient agents and chats. Describe the task, and Nexla builds a governed, task-specific MCP server that gives your agent the right context, not every tool.

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MCP Studio workflow

Prompt: Build me a governed MCP server for HubSpot deals and Google Ads spend.

hubspot-deals-ads-spendready
  • hubspot.list_dealsread-onlyscoped: deals
  • hubspot.deal_stage_summaryread-onlyaudit logged
  • google_ads.spend_by_campaignread-onlyaudit logged
  • context.join_deals_to_spendbusiness contextgoverned

Server ready. 4 tools instead of every tool.

Describe your task, connect the relevant systems, and create a governed server with tools scoped to your workflow.

Trusted at scale, over a trillion records a month.

  • DoorDash
  • LiveRamp
  • LinkedIn
  • J&J

More context is not better context. The right context is.

One question. The same model. The same HubSpot portal.

Nexla’s own benchmark

32.7x fewer tokensFor the same single task in Nexla’s HubSpot benchmark.

Four benchmarks. Identical questions, live accounts.

We tested Nexla task-specific servers against vendor MCP servers, with every answer checked against independent ground truth.

32.7x

Less token usage per task

Nexla task-specific MCP vs HubSpot CRM MCP. Less context wasted describing irrelevant tools.

Read the HubSpot benchmark

4.7x

Fewer tool calls (median) per task

Nexla vs Google Ads MCP. Fewer calls between the agent and enterprise systems.

Read the Google Ads benchmark

100%

Answer accuracy across 20 tasks

Nexla vs Google BigQuery MCP. Accurate data read through the wrong context still gives wrong answers.

Read the BigQuery benchmark

Every figure links to the benchmark post it comes from. Charts show ratios, vendor against 1 for Nexla, never raw counts.

25x

Fewer errored tool calls per task

Nexla vs Avoma's MCP Server. Purpose-built tools mean fewer failed calls and retries.

Each square is one errored call. Violet is Nexla (1). Grey is vendor (25).

Read the Avoma benchmark

Works with Claude and every MCP client.

Connect Your AI Agents to 1,000+ Systems. Give Them Context for Every Task. Point any MCP client at your server and it lists only the tools that task needs.

  • Claude
  • Every other MCP client

Replace the placeholders with the server URL and key from your Nexla workspace.

{
  "mcpServers": {
    "nexla-task-server": {
      "url": "<YOUR_MCP_SERVER_URL>",
      "headers": {
        "Authorization": "Bearer <YOUR_API_KEY>"
      }
    }
  }
}

Everything agents need from a data platform.

Access, Understand, Deliver and Act, with a full enterprise UI to configure, monitor, govern and operate.

Build pipelines

Express.dev

Build production data pipelines conversationally.

Build MCP servers

MCP Studio

Create task-specific, governed MCP servers from a plain-language request.

Context engine

Helix

Continuously learns from metadata, schemas, telemetry and documentation to give agents accurate context and keep pipelines reliable.

Built for the industries you run.

Find your industry. Let’s build your use case.

Asset Management

Financial Services

Insurance

Government

Healthcare

Retail and Ecommerce

Education

See a task-specific server built on your systems.

Book a demo and tell us what your agents need to connect to. 1T+ records and actions monthly, with a median of under a week to build a new connector.

Governed by default

  • SOC 2 Type II
  • ISO 27001
  • HIPAA
  • GDPR
  • CCPA

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*Nexla internal benchmarks. View benchmark results.