"pre-commit" matching MCP servers:

Pre-flight scoring for AI agents, returns Accelerate, Fix, or Stop with EUR value range, decision confidence, and pace-layer drag.

Provides AI-driven project memory management through structured prompts that help Claude parse tasks from specs, review code changes, sync with commit history, and maintain project documentation without directly accessing files.

Enables reviewing plans for unstated assumptions, risks, and blind spots through a structured pre-mortem analysis.

Agent-to-Atlassian Give AI agents access to Jira and Confluence. Save credentials once, work from anywhere. Jira + Confluence · read-only by default · pre-configured connections · compact TSV output

Enables coordinating multiple AI coding sessions by tracking features, decisions, and approval gates in a per-project Postgres database, with atomic IDs and commit-stamped append-only history.

Bridges stdio-only MCP clients — or machines that cannot open a browser, such as CI, servers, and containers — to a remote fenbs board over HTTP using a hand-issued token. It lets an AI assistant act as the token's owner on that board, listing and managing tasks, decisions and standing rules, projects, and pre-approved work within the scopes granted.

Enables AI-augmented software delivery through an append-only process record, with hooks for capturing decisions, session outcomes, and commit boundaries, and provides session priming with recency-based context.

Enables end-to-end automation of developer workflows from Jira issue tracking to GitHub pull requests through natural language, allowing developers to search issues, create branches, commit changes, and manage PRs directly from their IDE.

Enables natural language interaction with Azure DevOps to manage work items, projects, and Git commit links via the REST API. It supports comprehensive operations including creating, searching, batch updating work items, and managing attachments.

Zero-dependency MCP server for self-hosted Jira Server/Data Center that supports Basic Auth and PAT, enabling JQL search, issue creation/update, comments, transitions, and assignment on Jira 8.x including pre-8.14.

A comprehensive MCP server for ServiceNow that provides over 60 pre-built tools for ITSM, ITOM, and App Dev operations, enabling AI agents to manage incidents, changes, users, service catalog, and projects through a unified interface.

Provides sub-millisecond access to organizational and engineering data by pre-materializing data into a read-only SQLite database. Enables agents to query people, teams, issues, features, and governance documents without upstream latency or auth.

Task manager for AI agents with projects, priorities, and status tracking. Reads are free, writes require Veyra commit mode.

A standalone MCP server that extends HubSpot functionality for post-call processing and pre-call preparation workflows.

Bridge is a hosted MCP server that connects AI models to business tools like ClickUp and a repository of pre-built workflow skills. It enables direct interaction with project management tools and automated instruction sets through natural language.

Local MCP server for AI agents that enables Jira issue management, Confluence Wiki page creation and editing, Git commit analysis, and diagram generation.

Enables AI assistants to manage tasks on TDC Flow by reading assigned tasks, proposing and updating tasks, and logging time with precise timestamps derived from git commit history.

MCP server for the Housecall Pro API, letting AI assistants read and write Housecall Pro data—customers, jobs, invoices, estimates, scheduling, and more—through natural language.

A minimal MCP server that exposes a focused set of GitHub PR review tools to AI agents, enabling PR listing, detail retrieval, comment viewing, and thread management.

A production-ready MCP server for triaging and reviewing GitHub pull requests via the GitHub REST API, providing typed tools to list, inspect, comment, add labels, and submit reviews.