Productivity & Project Management · Wakatime + Claude
Wakatime MCP with Claude: Turn Coding Time Data into Clear Productivity Reports
The short answer
Claude works with Wakatime through the Model Context Protocol (MCP), an open standard that lets Claude securely read data from Wakatime. Once connected with OAuth sign-in, Claude can fetch coding statistics, analyse time spent on each project, summarise recent activity and produce productivity reports from a simple natural language question.
What is Wakatime?
Wakatime is an automatic time tracking service for software developers. It works directly inside code editors and records how long people spend on each project, language and file, without manual timesheets. Its dashboards show coding patterns, focus periods and productivity trends. Engineering managers, individual developers, team leads and development agencies typically use it to understand where engineering time goes and to plan work more accurately.
How Claude connects to Wakatime through MCP
The Model Context Protocol (MCP) is an open standard that lets Claude use other software securely. Think of it as a universal adapter between Claude and a tool. Through Wakatime's MCP server, or a secure managed connector where needed, Claude can reach Wakatime's data using the OAuth sign-in method Wakatime supports.
Once connected, Claude can read coding statistics, break down time by project, language and day, and summarise activity over a period you choose. You can ask questions such as which project received the most focus last sprint, or how coding time changed this month compared with last month. Claude turns the answers into readable summaries, tables or reports.
Permissions stay under your control. Access is limited to the scopes you approve during OAuth sign-in, and we configure least-privilege access so Claude reads only what the workflow needs. Where a report is shared with stakeholders or an action would affect a team, a person reviews and approves it before it goes anywhere. Audit logs record what Claude accessed.
What you can automate
Weekly Project Time Summaries
Every Monday, Claude can gather the previous week's coding time across active projects and write a short summary. It highlights where effort went, which projects received the least attention and any unusual shifts. Project managers receive a clear overview without opening a dashboard, and can spend their time acting on the findings rather than compiling them.
Sprint Focus Reviews
Before a sprint review, Claude can compare time spent on planned work with time spent on unplanned work, grouped by project and language. This helps teams see whether delivery matched their commitments. Engineering leads can use these comparisons in retrospectives to discuss capacity and planning with evidence rather than memory.
Team Productivity Reports for Leadership
Claude can generate monthly productivity reports that show trends in focus time, project allocation and language usage across a team. Reports are drafted in plain English, ready for a leadership update. A person checks the figures and context before anything is shared, so the report reflects the team's real situation.
Client Billing Support for Agencies
Development agencies can use Claude to total hours spent on each client project over a billing period. Claude prepares a draft breakdown that the account manager reviews against contracts and internal rules before invoices are issued. This reduces manual reconciliation and helps keep billing accurate.
Onboarding and Skills Insight
Team leads can ask Claude to summarise how new developers spend their time across languages and projects during their first months. This supports conversations about training, pairing and support. Insights are framed around learning progress and are reviewed by the manager, not used as a performance score.
An end-to-end workflow: Monthly Client Hours Reconciliation
TriggerThe first working day of each month, or when the account manager asks for a billing draft.
Claude connects to Wakatime through OAuth sign-in and fetches coding time for each client project in the billing period.
Claude groups the hours by client, project and team member, and flags any project with no tracked time.
Claude checks the grouped totals against the client list and contracted hour caps held in Microsoft 365 or the CRM.
Claude drafts a billing summary and a short note on any anomalies for the account manager.
The account manager reviews and approves the draft, and it is then passed to the finance system to prepare invoices.
OutcomeBilling drafts are produced in minutes rather than days, with fewer reconciliation errors and a clear audit trail. Finance and account managers spend their time on decisions instead of spreadsheets.
How we set it up
Free Automation Audit
We review how your team tracks and uses coding time today, and identify the reports and decisions that would benefit most from automation. The audit is free and leaves you with a clear plan.
Secure OAuth Connection
We connect Claude to Wakatime using OAuth sign-in, so each user authorises access with their own account. We set least-privilege scopes so Claude can read only the data the workflow needs.
Workflow Design
We design the end-to-end flow across Wakatime and your other systems, such as Microsoft 365, your CRM or project tools. Every consequential step, such as sharing a report or issuing a billing draft, includes a human approval point.
Testing and Launch
We test the workflow against real past periods to confirm the figures match what your team sees in Wakatime. We then launch with monitoring and audit logs enabled.
Team Training
We train your managers and operations staff on asking Claude questions, reviewing its drafts and handling exceptions. You keep full ownership of the workflow after handover.
Who benefits
- Engineering Managers
- Receive regular summaries of where team time goes, without building reports by hand.
- Project and Delivery Leads
- Compare planned and actual focus across sprints and spot capacity issues earlier.
- Finance and Account Managers
- Prepare client hour summaries faster, with clearer audit trails for billing.
- Individual Developers
- Ask in plain language how their time was spent, and reflect on their own working patterns.
Security and control
- Access uses OAuth sign-in, and each person authorises only their own data.
- Least-privilege scopes limit Claude to the reading and reporting the workflow requires.
- People review and approve any report, billing draft or message before it is shared.
- Audit logs record what Claude accessed and when, supporting internal oversight.
- Time-tracking insights are framed around planning and support, not used as a sole measure of individual performance.
For teams in the US, UK, India and the Middle East
Organisations in the United States and the United Kingdom can host the workflow in those regions to align with their data protection expectations. Indian organisations are supported in line with the Digital Personal Data Protection Act, 2023, and Middle East organisations in the UAE and Saudi Arabia are supported in line with local data protection laws. We choose the hosting region of each application to meet your specific legal and contractual requirements.
Learn more about Claude and MCP
Anthropic's AI model and assistant.
Secure links between Claude and business tools.
How engineers build and change software with Claude.
Hosted agents that run multi-step work.
The open standard Claude uses to connect to tools.
Frequently asked questions
What does the Wakatime MCP server do?
The Wakatime MCP server acts as a secure bridge between AI tools such as Claude and your Wakatime account. It lets authorised AI tools request coding statistics, project time and activity summaries through natural language questions. The server reads data according to the permissions you approve, so AI tools can answer questions about your coding time without you opening dashboards manually.
Is connecting Claude to Wakatime secure?
Security depends on how the connection is configured. We use OAuth sign-in, so each person grants access to their own account, and we apply least-privilege scopes so Claude reads only the data needed. Audit logs record activity, and people approve any shared reports. We review the setup with your IT team before launch.
What can Claude do with Wakatime once connected?
Once connected, Claude can typically fetch coding statistics, break down time by project, language and day, and summarise activity over a chosen period. It can then draft productivity reports or summaries in plain English. Claude reads and analyses the data; any action that affects other people is designed to be approved by a person first.
How long does setup take?
Setup time depends on the number of workflows and the other systems involved. A single reporting workflow connected to Wakatime is often straightforward to set up, while multi-system workflows take longer because they include design, testing and training. We confirm a realistic timeline during the free automation audit.
Which plan or permissions do I need?
You need a Wakatime account that you can sign in to, and you must approve the access scopes during OAuth sign-in. The exact plan requirements depend on Wakatime's current access options, which we check during the audit. Your organisation's IT or administration team should confirm that the permissions granted match its policies.