"Spec-WorkFlow documentation or implementation" matching MCP servers:

Provides MCP tools to score request sufficiency against a profile, block underspecified work, and write committed decision records with evidence and overrides.

A lightweight, powerful, and flexible workflow engine that executes tasks defined in YAML configuration files.

Architecture diagram with concurrency capacity and bottleneck estimates from any codebase.

Audits any MCP server against the official spec, providing HMAC-signed conformity reports.

Enables bounded, multi-phase coding workflows inside Codex that plan, implement, independently review, repair, and verify repository changes, with an inline dashboard for inspecting runs.

Enables AI assistants to manage n8n automation workflows through natural language commands, including creating, executing, monitoring, and organizing workflows with full CRUD operations and execution management.

Enables agents to ground and compare visual specifications by calculating physical dimensions and degrees of freedom from multimodal inputs.

Enables AI agents to commit stateful workflow checkpoints by calculating state hashes and rollback points through the Model Context Protocol. It provides deterministic, dependency-free checkpoint management for autonomous agent execution.

Enables detection of AI-generated content in images, videos, audio, and text via the AI or Not API. Supports media analysis tools for deepfakes, synthetic voices, and AI-written text.

Monitor failing GitHub Actions workflows, auto-fix them with OpenCode, and retry the run — driven by a workflow_run webhook, coordinated through an MCP server.

Address Markdown and GEML documents by block instead of by line: list, get, set, add, delete, rename, revert, find and check one block, with every write re-parsed and refused if it would brea

Generate AI images, video, voiceovers and music from Claude, Cursor or VS Code through 50+ models (Veo 3.1, Kling 3, Seedance, Nano Banana, GPT Image, ElevenLabs). Upload photos for edits and image-to-video. Tools are annotated (read-only vs. credit-spending); failed generations are refunded. Local via npx or hosted with OAuth at fattly.app.

MCP server: is this GitHub repo still maintained? A verdict.

Enables pre-2026-07-28 MCP clients using the old initialize handshake to communicate with 2026-07-28 MCP servers by acting as a proxy, with no changes to either side.

Official YoAuto MCP gateway for vehicle search and marketplace workflows in Moldova

Estimates French social benefits (RSA and prime d'activité) locally from household details like salary, rent, housing status, children, and couple status.

An MCP server that reverse-engineers a rebuild spec (CLAUDE.md, config, and mutation-tested tests) from an existing app, enabling coding agents to rebuild the app cleanly against that spec.

Enables AI assistants to search API documentation, retrieve endpoint details, get SDK snippets, and check changelogs from an OpenAPI spec.

Local-first CLI + MCP server for meeting recordings - Whisper transcription,

Chat with Google NotebookLM via MCP or HTTP REST API for zero-hallucination answers from your documentation. Features persistent sessions, multi-notebook management, and n8n workflow integration.