"pre-commit" matching MCP servers:

Analyzes git changes in repositories and generates conventional commit messages using OpenAI's GPT models, supporting both staged and unstaged changes with detailed summaries.

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

MCP server for AI-agent governance using trust scoring, behavioral signals, and pre-flight action checks.

Enables multiple AI agents to coordinate work on the same codebase by providing real-time file locking, commit approval, and agent awareness through a lightweight WebSocket-based MCP server.

Enables deploying pre-built AI agent blueprints for RFx procurement and employee onboarding, with no signup or API key required.

Enables AI agents with persistent semantic memory, including semantic recall, knowledge graphs, and instant domain expertise via pre-built Intelligence Packs.

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.

Unifies structured reasoning (Tree of Thoughts) with reliable task execution, enabling LLM agents to think, commit, execute, and trace cognitive provenance through a single MCP server.

Pre-trade risk validation and position sizing for AI trading agents via G-formula and Iron Fist.

Pre-action compliance server that lets AI agents check whether an action is allowed, blocked, or flagged before executing, with signed evidence records for auditability.

Enables AI to dynamically discover and control native macOS applications (like Finder, Mail, Safari) through AppleScript/JXA automation without pre-built integrations.

Provides codebase intelligence over Git repositories with tools for code search, symbol lookup, dependency tracing, and commit history. It also rewrites its own tool descriptions and schemas based on usage telemetry to improve tool selection.

Converts your bot12 trading bot into tools for Claude and other AI assistants, providing pre-built trading operations, account management, and reporting features.

Pre-commit norm gate for AI-generated PRs — enforces coding and contribution norms, blocking violations before they land.

Enables an edit-verify-commit workflow inside Zed with a local MCP server and project template for resumable agent work.

MCP Server for Adversarial Co-Generation Engine Generates code and adversarial attacks from the same specification, at the same time — before a commit exists.

Prevents autonomous agents from fabricating tool results by verifying HMAC-signed receipts against epistemic claim types, forcing re-grounding or escalation before actions commit.

Enables the police-side agent to play audited cops-and-thieves matches peer-to-peer over MCP, with preflight checks, replay verification, and an observability dashboard. It supports commit-reveal integrity, negotiation, and practice/reporting workflows.

Enables MCP-capable agents to author, compile, run, and commit generative music E-- Recipes from a library catalog, completing the full authoring loop.

Deterministic pre-execution audit for trading agents. PASS/WAIT/FAIL, reproducible verdict_hash.