"Actual Budget" matching MCP servers:

Enables budget management, scenario creation, and value updates through natural language, integrating with the Budget Planner MVP.

Generates daily standup drafts from your actual GitHub, Jira, Linear, and Slack activity, grouping work items and detecting blockers.

Generates sprint retrospectives grounded in actual data from Jira, GitHub, and Slack, providing evidence-backed insights and action items.

Enables teams to measure their actual ticket-writing style from GitLab, Jira, or GitHub and check new or draft tickets against that learned house profile, with optional model-backed drafting.

Enables interaction with Productive.io for task management, time tracking, budget monitoring, and project overview through natural language.

Enables AI-powered marketing campaign management across Google Ads, Facebook Ads, and Google Analytics with automated budget optimization, AI-generated ad copy, audience segmentation, and real-time performance analytics.

A Model Context Protocol server that connects Claude to Zola, giving you natural-language access to your wedding vendors, budget, guest list, seating chart, events, registry, inquiries, and more.

Enables recording estimates, slices, intervals, and absences for work efforts, and later analyzing them to calibrate estimation accuracy by comparing initial and final estimates against actual wall time, while hiding duration data during estimation to keep estimates unbiased.

Enables AI assistants to search and manage construction project economic data, including unit price analyses, resource catalogs, budget trees, and price lists, with secure multi-tenant access.

Enables AI coding agents to self-assign, coordinate, review, and ship work through GitHub Projects v2, with AI-powered PRD generation, sprint planning, issue triage, and token-budget enforcement.

Enables AI assistants like Claude, ChatGPT, and Copilot to query live Jobber data—clients, jobs, quotes, invoices, revenue, and schedule—using natural language, with read-only access and careful API budget management.

A token accounting plugin for Claude Code that meters AI token usage, attributes costs to Jira stories, and generates evidence-backed reports for performance reviews and budget requests.

Enables ChatGPT to retrieve read-only Innergy project, budget, work-order, finance, inventory, labor, scheduling, and added-expense data through secure MCP tools without exposing the Innergy API key.

Enables coding agents to capture, claim, and summarize ideas from an idea inbox, with queue/retain modes and budget tracking.

Enables AI agents to query a beads store for issues, notes, comments, and memories, returning full verbatim content and relationship neighborhoods under an output budget.

Turns a Claude Code workspace into something you can converse with by voice or text, answering questions about each project's status, recent activity, and code, and recording decisions back into the repo. Deep questions run through a read-only Claude Code session, so answers stay grounded in the actual files.

Enables users to manage wedding preparation tasks including timeline generation, budget review, vendor quote comparison, role assignment briefs, and drafting messages for family, vendors, and friends.

A Model Context Protocol server that connects AI assistants to a Google Sheets wedding planner template for managing wedding budget, guest list, schedule, and more through natural language.

Transforms free-text feature requests into well-formed tickets for Jira, GitHub, GitLab, and Linear, handling clarification, formatting, and duplicate detection while leaving the actual submission to the caller.

Enables AI agents to query live construction project data such as RFIs, submittals, budget variance, daily logs, punch lists, and inspection checklists.