# FlowGPT vs mcp.so FlowGPT records 1,761,490 monthly visits with +13.3% month-over-month growth and Freemium pricing. mcp.so records 286,704 monthly visits with -3% growth and Free pricing. | Metric | [FlowGPT](https://openaitools.app/tool/flowgpt) | [mcp.so](https://openaitools.app/tool/mcp-server) | | :--- | :--- | :--- | | Website URL | https://flowgpt.com | https://mcp.so | | Categories | AI Prompt Generator, Prompt Engineering, AI Chatbot | AI Tools Directory, Large Language Models (LLMs), AI Developer Tools | | Pricing Model | Freemium | Free | | Monthly Visits | 1,761,490 | 286,704 | | MoM Growth Rate | +13.3% | -3% | | Primary Market | United States | United States | | Direct Visits | 1,176,441 | 107,648 | | Review Score | 3.9 | 4.2 | | Saved Count | 16 | 0 | | Supported Platforms | Website | Website | ## FlowGPT FlowGPT began as a place to collect ChatGPT prompts and has grown into an open platform for AI applications. Users publish "characters" — a prompt plus a personality, opening line, and sometimes a model choice — and the community chats with them, votes on them, and iterates on them. Categories range from coding assistants and academic writing to roleplay, games, marketing, and productivity. Because the content is crowdsourced, quality varies widely, but that is also the appeal: the trending and leaderboard views surface prompts with proven engagement, and niche categories fill gaps that generic assistants ignore. Every character can be used in-browser, and creators get visibility plus a path to rewards through bounties and the platform's credit wallet. The platform also offers membership tiers and a subscription for users who want more usage or premium capabilities. It is free to browse and to chat with most public bots, making it an easy entry point for anyone curious about prompt engineering without writing prompts themselves. **Pricing & Plans:** Free to browse and chat with most community content; optional membership, subscription, and credit-wallet features exist for premium prompts and heavier usage. - **Prompt and character library:** Browse a huge library of user-made chatbots and prompt templates sorted by trending, category, and popularity. - **Chat in the browser:** Start a conversation with any published bot directly in the browser, no setup or API key required. - **Creator tools:** Create a character with its own name, avatar, greeting, and instructions, then publish it to the community. - **Leaderboards and views:** Trending charts and usage counters show which prompts are actually working for other people. - **Bounties and wallet:** Bounties and a wallet system let creators earn or spend credits for premium prompts and features. **Strengths:** Enormous, constantly updated library of prompts and characters; Chatting works instantly in the browser with no setup; Trending and leaderboard data helps you find prompts that actually work; Free to use for the vast majority of content **Limitations:** Crowdsourced quality is uneven and some categories are unfiltered; Popular characters can feel repetitive or dated as models change; Some premium prompts require credits or a membership [Profile (Markdown)](https://openaitools.app/tool/flowgpt.md) ## mcp.so mcp.so organises the fast-growing Model Context Protocol ecosystem in one searchable place. You can browse servers by category (developer tools, AI and agents, cloud infrastructure, memory and knowledge, media and design), inspect remote endpoints, and read setup details before wiring a server into Claude, Cursor or another MCP-compatible client. Featured and trending sections surface popular or newly added servers, and rankings help you gauge what the community is adopting. Beyond raw server listings, the site collects MCP clients (apps, IDEs and frameworks that speak the protocol), official CLI tools such as Bun, Cloudflare Wrangler, DuckDB and FFmpeg, reusable agent loops and skills, and curated collections. A feed tracks new arrivals, and submit/claim flows let maintainers add or take ownership of their own listings. For anyone building with AI agents, mcp.so works as a discovery and reference layer: pick a capability, check how the server connects and authenticates, follow the setup guide, and keep an eye on what the community is installing each week. It is a directory, so it does not itself host or run the servers it lists. **Pricing & Plans:** Free to browse and use the directory. Advertising, featured placement and claiming listings are handled through the site; no subscription is required for normal browsing. - **Searchable MCP server directory:** Find servers by name, category, tag, runtime or integration, with featured, trending and newest sections that track community activity. - **Remote endpoints and setup guides:** Review hosted MCP endpoints, authentication requirements and per-client setup instructions before you connect anything. - **Clients, CLI tools and skills:** Discover MCP-compatible clients, official command-line tools, agent loops and reusable Claude/Codex skills in dedicated sections. - **Submit and claim listings:** Maintainers can publish new servers and claim existing listings so entries stay accurate and attributable. - **Categories, rankings and feed:** Browse top categories, compare curated selections and follow a live feed of newly added servers, tools and skills. **Strengths:** Broad, regularly updated coverage of MCP servers and clients; Setup and authentication details gathered together in one place; Free to use with no account needed for browsing; Includes CLI tools, agent skills and curated collections beyond raw listings **Limitations:** Listings are community-submitted, so quality and freshness can vary; It is a directory only, not a place to run or host MCP servers; Ad and featured placements can push less relevant results higher [Profile (Markdown)](https://openaitools.app/tool/mcp-server.md) ## Frequently Asked Questions ### How do FlowGPT and mcp.so compare in monthly traffic? FlowGPT has 1,761,490 monthly visits, while mcp.so has 286,704. Traffic estimates describe audience size, not product quality. ### How do their growth rates compare? FlowGPT has a month-over-month growth rate of +13.3%; mcp.so has -3%. ### How does pricing compare? FlowGPT: Freemium. Free to browse and chat with most community content; optional membership, subscription, and credit-wallet features exist for premium prompts and heavier usage. mcp.so: Free. Free to browse and use the directory. Advertising, featured placement and claiming listings are handled through the site; no subscription is required for normal browsing. ## Alternatives | # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) | | :--- | :--- | :--- | :--- | :--- | :--- | :--- | | 1 | [MeiGen AI Prompts Gallery](https://openaitools.app/tool/meigen-ai-prompts-gallery) | 1,453,583 | -32.8% | Freemium | Includes integrated generation canvases for remixing prompts, but focuses more on visual media than persona chatbots. | [.md](https://openaitools.app/tool/meigen-ai-prompts-gallery.md) | | 2 | [PromptHero](https://openaitools.app/tool/prompthero) | 1,044,654 | -2.4% | Freemium | Offers a robust search engine for generative AI prompts, but lacks FlowGPT's interactive community chatbot personas. | [.md](https://openaitools.app/tool/prompthero.md) | | 3 | [Dang.ai](https://openaitools.app/tool/dang-ai) | 552,907 | +17.5% | Free | Curated directory and search engine cataloging thousands of general AI products rather than MCP developer integrations. | [.md](https://openaitools.app/tool/dang-ai.md) | | 4 | [PromptBase](https://openaitools.app/tool/promptbase) | 538,129 | -1.8% | Paid | Focuses on buying and selling verified prompt templates, whereas FlowGPT emphasizes free community sharing and chatbot chats. | [.md](https://openaitools.app/tool/promptbase.md) | | 5 | [Futurepedia](https://openaitools.app/tool/futurepedia-find-the-best-ai-tools-software) | 527,719 | +22.5% | Free | Massive general AI tools directory, offering broader software discovery but less focus on specific MCP servers. | [.md](https://openaitools.app/tool/futurepedia-find-the-best-ai-tools-software.md) | | 6 | [SkillsMP — Agent Skills Marketplace](https://openaitools.app/tool/agent-skills-marketplace) | 470,744 | -3.7% | Free | Independent public directory indexing open-source agent skill files and MCP integrations for AI developers. | [.md](https://openaitools.app/tool/agent-skills-marketplace.md) | | 7 | [Stork](https://openaitools.app/tool/stork) | 201,544 | +2.3% | Free | Developer-focused AI tools directory and pricing tracker, though less dedicated to community-contributed MCP server lists. | [.md](https://openaitools.app/tool/stork.md) | | 8 | [AI Agent Store](https://openaitools.app/tool/ai-agent-store) | 169,388 | -5.4% | Freemium, Free Trial, Paid | Marketplace connecting users with ready-made AI agents and starter kits, but with fewer raw developer MCP tools. | [.md](https://openaitools.app/tool/ai-agent-store.md) | | 9 | [Learn Prompting](https://openaitools.app/tool/learn-prompting) | 159,807 | -8.6% | Freemium, Free Trial, Contact for Pricing | Provides structured courses and guides on prompt engineering, whereas FlowGPT is primarily a social prompt discovery marketplace. | [.md](https://openaitools.app/tool/learn-prompting.md) | | 10 | [Cursor Directory](https://openaitools.app/tool/cursor-directory) | 125,466 | +5.3% | Free | Community hub focused specifically on discovering and installing MCP servers and plugins for the Cursor IDE. | [.md](https://openaitools.app/tool/cursor-directory.md) | --- Source: https://openaitools.app/compare/flowgpt-vs-mcp-server More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)