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

MCP server for LamaTok TikTok data API — auto-generates 20+ tools from the live OpenAPI spec (users, videos, hashtags, music, comments). Local stdio via npx -y lamatok-mcp, requires only LAMATOK_KEY.

MCP server exposing Baatjie Group's tanOS property OS and sigscheCore signal scheduler through generic CRUD and workflow tools, featuring audit logging, PII redaction, and dependency-aware action planning.

A standalone MCP server that exposes typed LinkedIn capabilities (jobs, people, companies, posts, invitations, messaging) through the visible LinkedIn web UI, enabling workflow automation.

MCP server for HikerAPI — auto-generates 100+ Instagram tools (profiles, posts, reels, stories, comments, hashtags, locations) from the live OpenAPI spec. Local stdio via npx -y hikerapi-mcp, requires only HIKERAPI_KEY.

Schedule and manage social media posts across 13 platforms (Bluesky, Threads, Instagram, LinkedIn, Mastodon, YouTube, Facebook, Pinterest, Telegram, Nostr, X/Twitter, Discord, Tumblr and more). OAuth 2.0 + PKCE, 10 tools, draft-first workflow for AI agents.

An MCP server implementation that integrates the RSS3 API, allowing users to query data from decentralized chains, social media platforms, and the RSS3 network through natural language.

The best free social media publishing and scheduling API. Publish to 11 platforms from a single API call. Schedule posts, upload media, track analytics, and automate your social media workflow.

Maps any source asset (e.g., long video, podcast, blog) to all platform formats (TikTok, Reels, Shorts, etc.) with per-platform adaptation rules, enabling a 'film-once-cut-many' content workflow.

Connects LinkedIn to AI assistants, enabling lead search, profile analysis, messaging, and workflow automation through a cloud browser. Supports sales, recruiting, and market research tasks.

Enables Claude to directly create and publish posts on Velog through reverse-engineered GraphQL APIs. Supports a human-in-the-loop workflow from draft to review to publication, maintaining user control while automating content creation.

A Model Context Protocol (MCP) server implementation that provides Facebook Page interaction and management capabilities. This server enables automated posting, comment moderation, and content retrieval.

An MCP server that exposes X API tools generated from OpenAPI spec, with tenant-aware auth, secret management via Vault, and configuration via Postgres. Enables natural language-driven interaction with X API operations, schema discovery, and query suggestions.

Allows AI agents to authenticate with LinkedIn and share posts or links via the Model Context Protocol.

A high-performance MCP server designed for content creators. It automates the workflow of scraping web articles and transforming them into viral social media posts using specialized, context-aware prompt templates.

Enables agents and scripts to drive a social publishing account through remote or local MCP tools: drafting, scheduling, approving and publishing posts, running durable background jobs with file attachments, and reading or editing Brand Memory, assets, and standing agents. Hosts can connect over OAuth with no API key, or run the stdio variant with a key for local disk tools.

Hosted LinkedIn MCP server that connects your own LinkedIn account to any MCP client, providing 33 tools for research, search including Sales Navigator, profiles, inbox, posts, connections, and email or mobile finding. Enables AI-driven prospecting, outreach, engagement, and recruiting workflows with built-in rate limits and account safety.

Enables advertising campaign planning and review for Google and Meta by reading your Adlane profile and listing your advertising workspaces, without changing campaigns, budgets, or spending money.

Schedule and analyze social media posts from Claude, ChatGPT, or Cursor. Remote OAuth server, 17 tools across 9 platforms, free on every plan. Server URL: https://socialrobot.io/api/mcp

Connects your LinkedIn saved posts to AI agents: search, filter, and label your saved-posts library, and trigger CSV, JSON, or PDF exports. Also drafts, schedules, and analyzes LinkedIn posts from Claude, ChatGPT, Cursor, or Codex.

Photo-to-reel MCP for solo founders and SMBs. Upload 1–10 photos and get a captioned vertical reel for Instagram, TikTok, YouTube Shorts, or Facebook — with motion, library-matched music, and optional AI voiceover.