MCP servers

Safe arithmetic: evaluate expressions and add, subtract, multiply, divide.

Render a release changelog from merged pull requests, grouped by label, in Markdown.

Changeset and changelog entries from PR commits, grouped by type in the repo's own convention.

Search, read and trace links across the Edgepedia encyclopedia corpus.

Current time and timezone conversion for any IANA zone.

Local AWS session and execution-plan state as MCP tools.

Core kubectl operations: get, describe, logs, apply, scale, patch, rollout and explain.

Rank supplied codebase search hits by relevance and recency, with file-owner context.

Commit message convention and DCO sign-off checker over a git history range.

Search a curated directory of ISO 27001, SOC 2 and compliance services, with listing checks.

Classify merge-conflict hunks as safe mechanical resolutions or risky; risky hunks stay manual.

Run core Docker container operations: list, run, inspect, logs, images and volumes.

Check a CONTRIBUTING document against the repo's actual contribution gates; report gaps.

Find exported-but-never-used names across a module set, with import-graph proof.

Internal dependency map for monorepo packages, as structured data and a Mermaid graph.

Local design knowledge: principles, patterns, tokens, brand, content and metrics.

Run terminal processes, edit files and search code on the local machine from an MCP client.

Dice rolls, coin flips, and random numbers, reproducible with a seed.

Local restaurant math: food cost, menu price with VAT, recipe scaling and the EU allergen matrix.

Audit image tags and OCI labels: pinning, lowercase repos, and the MCP server-name label.

Flag documentation drift per area: code changed without docs, docs changed without code.

Read, redline, and finalize .docx files with native Word tracked changes.

Search Wikipedia and read articles, summaries, sections, links, and coordinates.

Detect Node engine drift across package.json, CI config, and Dockerfile before it breaks a build.

Diff local vs CI environments: Node, OS, lockfile, and env vars — keys named, values never echoed.