Hivelore MCP server

Hivelore

The deterministic policy gate for agent-written code — it refuses the commit that repeats a mistake your team already paid for. A repo-native context policy for coding-agent harnesses; the rules live as team memory. Formerly published as hAIve (@hiveai/*).

Hivelore is the enforcement layer inside an AI coding-agent harness. It briefs agents with the team's non-obvious knowledge before they act, then turns each hard-won lesson into a deterministic gate — in MCP, Git hooks, and CI — that blocks the change about to repeat it. Same diff, same verdict, on every machine. Memory is the substrate; the gate is the product.

A capable model already knows generic best practice. What it cannot guess is your team's arbitrary, repo-specific knowledge: that public ids are id + 100000 prefixed AC-, that the status field must be "OK"/"KO", that you never edit an applied migration. Left to itself, a confident agent invents a plausible answer - clean, tested, green, and wrong by policy. Hivelore carries that unguessable knowledge into the task and blocks the change that's about to violate it.

Hivelore's job is not to replace tests, linters, or observability. It makes the repo-specific knowledge those tools cannot infer available, auditable, and enforceable.

Capture a mistake → attach a validated guard → the commit that repeats it is refused. Same diff, same verdict, on every machine and in CI. Reproduce it in 60 seconds ↓

The problem

AI coding agents are powerful, but they often act with incomplete repo context. Compaction, parallel sessions, agent switches, and stale advisory docs all create the same failure mode: the agent changes code without carrying the team's current decisions into the work.

Most teams work around this with instructions and hope:

• "Please read our architecture decisions first."
• "Don't repeat the migration mistake from last sprint."
• "Remember to capture what you learned."
• "Don't merge code that invalidates a team decision."

Those rules are easy to skip. Hivelore turns them into repo-native context policy.

How it works

AI agent ──▶ Hivelore briefing ──▶ code change ──▶ Hivelore policy gate ──▶ merge
                  ▲                                       │
                  └── context breadcrumbs · decisions · gotchas · anchors

Shortened. The full README is on GitHub.