"Methods to Improve or Enhance a Prompt" matching MCP servers:

Searches Reddit for answers to questions and saves Q&A sessions to Notion.

MCP server for community-driven prompt voting and discovery — submit, upvote, and find the best AI prompts.

Enables AI agents to transcribe Instagram Reels into text by providing a tool that accepts a Reel URL and returns the speech transcript along with metadata such as author and duration.

Publish reliable, duplicate-free Telegram posts from ChatGPT — manually or as part of a scheduled workflow.

Converts X (Twitter) posts into JSON, PDF, PNG, Markdown, or Slack/Discord messages using public endpoints, no API key or login required.

Enables publishing content to multiple social media platforms (YouTube, Twitter, Facebook, Instagram, TikTok, Reddit, Blog) through automation agents, with task management and system validation.

Lets an MCP client read comment threads on your own YouTube channel, prepare replies, moderate or hide comments, and query YouTube Analytics reports. Every publishing or moderation action is held for explicit user confirmation before it takes effect.

MCP Server for notify to telegram / weixin

Enables users to search Reddit by keyword or subreddit, read thread URLs with comments, filter and sort results, and receive flat post and comment rows without needing a Reddit login or API key.

Enables AI assistants to interact with GroupMe conversations through agentic tools, including a unified inbox for groups and DMs, reading and searching message history, viewing highlights, sending messages, and liking or unliking messages.

A read-only MCP server for safely exploring Nostr, enabling agents to resolve identifiers, fetch profiles and events, query notes, and inspect relay metadata. It does not accept private keys or publish events.

VK API for AI assistants: wall posts, communities, messages, market items, ads and stats. 373 methods in one catalog, each with a read/write/destructive safety class; the agent searches methods in plain language instead of receiving 373 tools.

A local stdio MCP server that gives Claude (or any MCP client) full programmatic control over a single YouTube channel, including video upload, channel management, comments, analytics, and more.

A dependency-free MCP server that reads Reddit through its RSS feeds, enabling search, browsing subreddits, and reading post comments without any API keys or authentication.

Enables MCP clients to access public TikTok profiles, videos, comments, and keyword search as structured JSON over streamable HTTP, without a TikTok developer account or OAuth.

Enables AI agents to pull real TikTok profile and video analytics, rank posts by custom metrics, and publish videos or photo carousels or create drafts for the connected account.

Enables AI agents such as Claude and Cursor to run an Instagram Business or Creator account through Meta's official Graph API: reading profile, post and audience insights; preparing and publishing posts, carousels, reels and stories with a confirm-before-publish step; managing comments and direct messages; and searching hashtags. It also ships with a demo mode that lets every tool work without an Instagram account or access token.

Enables AI agents to harvest public Instagram posts, carousels, and reels—returning metadata-only lookups or verified downloaded media plus a JSON manifest—without login, cookies, API keys, or a browser. Exposes tools for full extraction, metadata decoding, reading an existing manifest, and fetching the output schema over stdio JSON-RPC.

Resolves a company domain or YouTube handle to a YouTube channel, returning subscriber count, channel metadata, and optional transcripts, with status flags for data availability.

Enables AI agents to discover Instagram creators and leads by niche, city, follower range, or lookalike accounts, with tools to list playbooks, estimate credits, launch and monitor discovery runs, retrieve results, export PDFs, and manage already-seen accounts. It runs either as a remote HTTP endpoint or as a thin local stdio bridge that forwards MCP traffic to the hosted InstaVision server using an API key.

A local-first MCP server for auditing, drafting, and planning updates to your personal LinkedIn profile safely, without automation or scraping.

Enables access to Artsonia student-art portfolios, comments, and fan interactions so users can browse artwork, post comments, invite fans, adjust notification settings, and download images. Every write operation is gated behind a confirmation prompt or a two-step preview-and-token flow.

AI agent for LinkedIn outreach: finds the right people, writes in your voice, follows up, replies. Six campaign goals: sell a product or service, find a job, hire people, find partners or investors, find a vendor, research interviews. Campaigns stay drafts until you launch them.

MCP server that gives MCP clients access to a personal Telegram account. It can read chats, search messages, download media, and send messages or files while keeping credentials local.

Bridges a QQ official bot to DeepSeek Harness, letting an agent fetch and reply to incoming private-chat messages and send proactive pushes (e.g., task-completion or reminder notifications) to users by openid. Without credentials it runs in a mock mode for protocol testing.

One prompt, a native post per network, published or scheduled by your agent: TikTok, Instagram, Facebook, YouTube, LinkedIn, Bluesky, Mastodon, Telegram, Discord, Slack, Nostr, X, WordPress, Dev.to, Hashnode. 22 tools incl. plan_week, bulk_schedule, analytics and TikTok video quality check. Priced per brand, not per channel; API + MCP on the free plan. Hosted: postwire.io/api/mcp

Enables the retrieval of subtitles, danmaku (bullet comments), and video comments from Bilibili using standard or short video URLs. It supports multiple transport methods and requires Bilibili authentication via SESSDATA.

Connects an AI agent to a LINE Official Account through the LINE Messaging API, enabling it to push and broadcast text or flex messages to users. It also supports retrieving user profiles, message quotas, follower IDs, and group summaries, plus creating and managing rich menus.

Enables AI assistants to browse boards, search pins, scrape images from URLs, and create, update, or pin visual bookmarks directly into a self-hosted instance.

Provides tools for accurate Twitter/X post character counting, validation, and optimization using official counting methods. It enables users to extract entities like URLs and hashtags to ensure content fits within platform constraints.