Governed, task-specific MCP servers with just the right tools and context for each task.
Benchmark
Vendor MCP servers hand agents every tool and none of your business context. We tested Nexla task-specific servers against them on identical questions and live accounts, with every answer checked against independent ground truth.
Per task
HubSpot CRM MCP32.7Less context wasted describing irrelevant tools.
Per task
Google Ads MCP4.7Fewer calls between the agent and enterprise systems.
20 tasks
Google BigQuery MCP90%Relevant tools plus the right context. Accurate data read through the wrong context still gives wrong answers.
Per task
Avoma MCP25Purpose-built tools mean fewer failed calls and retries.
How It Works
Your agent finds the right server, pulls the context for the task, answers with live data, and takes action within policy. Every answer shows the context it used.
✓ connected
best match
The Westara Development renewal is at risk. It closes Nov 14, usage is down 18% over the last 60 days, and there are 3 open P1 tickets in Jira. I’d set up an executive sponsor call this week.
Executive contact
Internal CSM
Nexla · Renewal intelligence
Done. I added a summary of the 3 open P1 tickets to the Westara Development account in Salesforce and messaged Priya in Slack to set up the call with Daniel.
Each server ships with the tools and the context its task needs. Governed, and available across marketplaces.
Support ticket resolution
Pipeline risk reviewRenewal intelligence
Partner onboarding
Compliance and audit
Document intelligence
Claude
ChatGPT
Microsoft Copilot
CursorAny MCP client
Build
Describe the task. Nexla models what the task needs, scans the systems it touches, pulls the right context, creates the tools, and assembles one governed MCP server.
MCP Studio● building
What should your agent do?
Analyze customers at risk of churn using Salesforce, Snowflake, Zendesk and Gong.
—
Customer Churn MCP
Understand · Helix Context Engine
Helix connects to your systems through Nexla connectors and learns what your data means: what each field is, which system is right, and how fresh it is. Then it serves only the context each task needs.
Same Data, Different Answer.
Without Helix
cust_id_v2: 88213rev: 4210000updated: 14 months ago
Which customer? What currency? Still true? The agent answers anyway, with confidence.
With Helix
customer: Westara (Salesforce Account)ARR: $4.21M USD · finance sourcefresh: refreshed 2h ago
Canonical IDs, clear units, freshness, and provenance on every answer.
Illustrative example
Connectors give agents access.
Helix gives agents understanding.
Reach
Databases, SaaS apps, file systems, streams, LLMs, vector stores, and legacy systems. Agents read and write through the same connector, with identity verified on every request and every action logged.
Salesforce
SAP
WorkdayServiceNowSnowflake
Databricks
Oracle
NetSuite
AWS
PostgreSQLJiraSlack
Microsoft 365HubSpot
StripeAmazon S3
Kafka
MongoDBBigQuery
RedshiftZendesk
Gong
Marketo
Mainframe / VSAMSFTP
Google DriveSharePoint
Elasticsearch
Pinecone
Azure Blob Storage
MySQL
IBM Db2
Shopify
Braze
Looker
Tableau
ConfluenceFrom ingestion to delivery, every agent action is scoped, verified, and logged.
Every call carries a verified identity, not a shared key.
Agents get only the tools the task needs, nothing wider.
Every read and every action is logged and traceable.
Controls reviewed and certified against enterprise standards.
Nexla helps enterprises overcome integration complexity and data quality challenges in AI, as recognized by Gartner and G2. Learn More About Nexla
Honorable Mention
Magic Quadrant for Data Integration
Recognized in
16 Gartner Hype Cycle Recognition ’24–’25
Identified as
Top-rated for Data Integration: ’22–’25
Identified as
Cool Vendor for Data Fabric
What’s Happening
One Platform
Access
1,000+ enterprise connectors for SaaS, databases, warehouses, files, and legacy systems.
Understand
Schemas, relationships, metadata, semantics, lineage, and data quality signals through Helix.
Deliver & Act
Read and write enterprise systems through governed actions and task-specific MCP servers.
Nexla is the data connectivity layer for enterprise AI and a data platform for AI agents. More than 1,000 bidirectional connectors give agents real-time access to data and actions through governed, task-specific MCP servers. Helix, Nexla’s context engine, gives every task accurate context. Nexla processes over a trillion records a month for enterprises including DoorDash, LiveRamp, LinkedIn, and J&J.
A task-specific MCP server gives an agent only the tools and context one job needs, across every system that job touches. Vendor MCP servers expose every tool for a single app with no business context. In Nexla benchmarks, task-specific servers used up to 32.7x fewer tokens and 4.7x fewer tool calls, with equal or better accuracy.
MCP Studio builds governed, task-specific MCP servers in conversation. Describe the task, and Nexla finds the relevant data across your systems, assembles the tools and context the task needs, and deploys a server your agents can call from Claude, ChatGPT, Copilot, or Cursor. Start from a pre-built server or build your own free on Express.dev.
Context is the business meaning behind data: the definitions, relationships, and rules that tell an agent what the data means. Different tasks need different context. A revenue analyst needs booking definitions and the fiscal calendar; a discount approver needs authority levels and margin thresholds. Collecting everything creates a context swamp of outdated and conflicting information. Helix, Nexla’s context engine, retrieves only the context a task needs, with provenance, so you can see what every answer used.
Every request carries a verified identity rather than a shared key. Policies are applied at the source, agents see only the tools their task needs, and every read and action is logged for audit.
Nexla connects to 1,000+ systems, including Salesforce, SAP, Workday, ServiceNow, Snowflake, Databricks, Amazon Redshift, HubSpot, and Microsoft 365, plus legacy systems like mainframes (VSAM), IBM Db2, and SFTP. Every connector is bidirectional, so agents can read and write. If a system isn’t in the library yet, the median time to build a new connector is under one week.
Nexla is built for AI agents: native MCP support, task-specific servers, bidirectional connectors, and a context layer that tells agents what the data means.
Start free on Express.dev with no credit card. The Free plan includes 100 credits a month and up to 5 pipelines. Pro is $50 a month, billed annually, with 1,000 credits, up to 100 pipelines, and 24/7 support. Credits cover the work Nexla performs, so connectors and infrastructure aren’t billed separately. Enterprise plans add private deployment and custom terms. Talk to our team for a quote.
A proof of concept can run in minutes, or 2 to 5 days with support. Production typically takes 1 to 2 weeks for simple use cases and 4 to 8 weeks for complex ones.
Yes. Nexla is SOC 2 Type II, ISO 27001, HIPAA, GDPR, and CCPA compliant, with encryption, role-based access, data masking, audit trails, and secrets management. Deploy in Nexla cloud, a private VPC, or on-premises to control where your data lives.
Building is the easy part. Maintaining connectors, governance, and context across hundreds of systems is the ongoing cost. Nexla provides 1,000+ connectors and governed MCP servers ready from day one.
