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MCP connector data flow and hosting

Updated 6 November 2026

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MCP connector data flow and hosting

The question and the conversation stay with your AI tool. TechWolf receives only the tool call, returns only data the person can already see in the TechWolf Console, and runs the connector in the AWS region that holds your TechWolf data.

How it works

The Model Context Protocol (MCP) is an open standard that lets an AI tool call outside tools. The AI tool's model decides when to call a TechWolf tool and what to ask, then uses the result in its answer. The connector is TechWolf's remote MCP server, reached over streamable HTTP on HTTPS. It never writes and runs no AI model.

One tool call

A sequence across two zones. On the left, you and your AI vendor: the person asks the AI tool a question, and the AI tool picks a tool, writes its inputs and a reason. On the right, TechWolf in your region: the AI tool sends the tool call with the person's token over HTTPS, the MCP connector checks access, reads TechWolf data as the person and gets back only the rows that person may see, records the call but never the result, and returns the result to the AI tool, which answers the person.

The numbers match the steps below. A market search follows the same path, but step 5 sends only the search terms to TechWolf's index of public job postings.

  1. A person asks their AI tool a question. The question, the chat history and any files stay with the AI tool's vendor.
  2. The AI tool's model picks a TechWolf tool and writes its inputs, such as a job ID or a search term. It adds a one-sentence reason for the call, usually the person's question, and is instructed to leave personal data out of it.
  3. The AI tool sends the call over HTTPS with an access token for that one person.
  4. The connector checks the call: the token is valid, the connector is switched on for the organisation, and the person has the TechWolf Agent role and access to that kind of data.
  5. It reads the data as that person. TechWolf's data service returns only the rows the person's Console data roles allow. A market search sends only its search terms to TechWolf's index of public job postings, with no organisation or person identity.
  6. It records the call: who made it, when, from which AI tool, which tool, its inputs and its status (success, denied or failed). The data the tool returned is not recorded.
  7. The result goes back to the AI tool, which writes the answer. From here, your agreement with the AI tool's vendor governs the data.
Stays with your AI tool's vendorReaches TechWolf
The person's question and the chat historyThe tool name and its inputs
Files, memory and other connectors' dataThe one-sentence reason for the call
The model's reasoning and its final answerThe person's identity, from their token
The AI tool's name, session ID and network address

What the connector reads

The tools read three kinds of your data, behind the same data access as in the Console, plus TechWolf's index of public job postings:

  • Skill Supply: employees and their inferred skill profiles.
  • Skill Demand: jobs and the skills they require.
  • Tasks on Jobs: each job's tasks, their AI impact and which jobs have similar work.
  • Market data: TechWolf's index of public job postings, open to everyone with the TechWolf Agent role.

MCP connector tools lists every tool, what it reads and the data access it needs.

What the connector never does

  • Create, change or delete data.
  • Send email, messages or files anywhere.
  • Fetch web pages or URLs, or accept file uploads.
  • Run code. Analytical questions run as one read-only query over your own export tables.
  • Connect to your HR system or other software. It reads only what is already in your TechWolf tenant.

Where it runs

Two zones. TechWolf, in your region (EU in Paris, US in North Virginia or Canada Central) holds your TechWolf data, the MCP connector with two instances, the connector database with call records and AI tool registrations, and sign-in with your SSO connection and the token signing keys. Traces and logs stay in the region too. Two flows go outside your region: search terms only to the market index in the US, and results to your AI vendor's cloud under your agreement.

Each organisation is served from the AWS region that holds its TechWolf data. Your workforce data and call records stay in that region.

Your regionAWS regionConnector address
EUEurope (Paris), eu-west-3https://<your-organisation>.eu3.techwolf.ai/mcp
USUS East (N. Virginia), us-east-1https://<your-organisation>.us3.techwolf.ai/mcp
CanadaCanada (Central), ca-central-1https://<your-organisation>.ca1.techwolf.ai/mcp

In each region, the connector runs as two instances behind a load balancer, with its database in the same region. Sign-in runs on a separate sign-in service per region.

What leaves your region

  • Market search terms. TechWolf's index of public job postings is hosted in the US. A market search sends only the search terms the AI tool wrote, with no organisation or person identity. If your TechWolf data is in the US, market search stays in your region.
  • Results, to your AI tool. The AI tool's vendor processes what the connector returns wherever your agreement with that vendor says.

Service providers

ProviderWhat forWhat it receivesWhere
Amazon Web ServicesHosting and databaseAll connector dataYour region
Okta (Auth0)Sign-inThe identity of people who sign inA separate sign-in service per region, hosted in the same geography: EU, US or Canada
Your AI tool's vendorRuns the modelResults the connector returnsSet by your agreement with them

Network

  • One address per organisation, over HTTPS only. TLS ends at TechWolf's load balancer in your region.
  • Calls come from your AI vendor's cloud, not from your network. Each call must carry a valid token for a signed-in person.
  • During sign-in, the person's browser opens the connector address, TechWolf's sign-in pages on techwolf.ai and your organisation's own sign-in page.
  • Nothing is installed on devices or in your network.
  • Outbound, the connector calls only fixed TechWolf services. No tool takes a web address.
  • MCP gateways work when they forward each person's own sign-in, from the same directory as your Console users, not a shared credential. TechWolf checks compatibility with the specific gateway before rollout.