TollboothLabs/ai-tool-optimizer

[](https://glama.ai/mcp/servers/@TollboothLabs/ai-tool-optimizer) 🐍 - Reduces MCP tool description token costs by 40-70% through pure text schema distillation.

future-audiences/wikimedia-enterprise-model-context-protocol

🐍 ☁️ - Wikipedia Article lookup API

hypescale/storyblok-mcp-server

[](https://glama.ai/mcp/servers/martinkogut/storyblok-mcp-server) 📇 ☁️ - MCP server for the Storyblok headless CMS with 160 tools across 30 modules. Manage stories, components, assets, w

langchain_yt_tools

Langchain tools to search/extract/transcribe text transcripts of Youtube videos 

AI Getting Started

A Javascript AI getting started stack for weekend projects, including image/text models, vector stores, auth, and deployment configs 

Query the YouTube video transcripts

Query the YouTube video transcripts, returning timestamps as sources to legitimize the answers

Mastra AI

a framework for building AI-powered applications and agents with a modern TypeScript stack.

ankitjha67/product-architect

--- name: product-architect description: Complete product development system with 31 specialized agents and 23 frameworks. Use when user asks to build a product, write a PRD, create a roadmap, plan an MVP, design an app, do a security audit, create a financial model, plan hiring, launch a product, set up operations, prepare for IPO, or write a compliance policy. Also triggers on help me plan, product strategy, go-to-market, fundraising, pitch deck, unit economics, competitive analysis, user pers

zelentsov-dev/asc-mcp

🏠 🍎 - App Store Connect API server with 208 tools for managing apps, builds, TestFlight, subscriptions, reviews, and more — directly from any MCP client.

particlefuture/MCPDiscovery

🐍 ☁️ 🏠 🍎 🪟 - MCP of MCPs. Automatic discovery and configure MCP servers on your local machine.

wonderwhy-er/DesktopCommanderMCP

📇 🏠 🍎 🪟 🐧 - A swiss-army-knife that can manage/execute programs and read/write/search/edit code and text files.

Hackernews (Dify)

**Author**: langgenius **Version**: 0.1.0 **Type**: tool This plugin provides seamless integration with Hacker News, enabling you to access stories, user information, and comments directly from your Dify applications. Retrieve trending stories, analyze user profiles, and get detailed story information without manual browsing.

Xiaohongshu Review Assistant

Optimize Your Xiaohongshu Copywriting, Get Closer to a Hit, Become a Hit!

esignaturescom/mcp-server-esignatures

🐍 ☁️️ - Contract and template management for drafting, reviewing, and sending binding contracts via the eSignatures API.

AI Assistant for Course Content and Teaching Guidelines

This AI assistant is designed to help educators and instructors prepare comprehensive course content and provide practical teaching guidelines. It leverages advanced NLP capabilities to generate lesson plans, suggest engaging teaching strategies, and offer insights into educational best practices.

Software Architecture Strategist

Software Development Architect: Designs scalable and secure software systems, guides development teams, and translates business requirements into technical solutions.

Stability (Dify)

Stability offers a suite of AI tools and models focused on generative media. It provides capabilities for creating images, audio, and video content from text prompts or other inputs. The suite includes various generative models specializing in different artistic styles and media types. Please apply for an API Key on [Stability.ai](https://platform.stability.ai/account/keys). The Stability tools co

Judge0Ce (Dify)

[Judge0 CE](https://ce.judge0.com/) is a robust online code execution and compilation platform. This plugin allows users to compile and run code in multiple programming languages directly within workflows, making it ideal for automating tasks such as code evaluation, testing, or educational exercises. By leveraging Judge0 CE, you can execute code snippets securely and efficiently in a sandboxed en

ycs77/apifable

[](https://glama.ai/mcp/servers/ycs77/apifable) 📇 🏠 - MCP server that helps AI agents explore OpenAPI specs, search endpoints, and generate TypeScript types.

yanmxa/scriptflow-mcp

📇 🏠 - A script workflow management system that transforms complex, repetitive AI interactions into persistent, executable scripts. Supports multi-language execution (Bash, Python, Node.js, TypeScript) with guaranteed consistency and reduced hallucination risks.

yWorks/mcp-typescribe

📇 🏠 - MCP server that provides Typescript API information efficiently to the agent to enable it to work with untrained APIs

apinetwork/piapi-mcp-server

📇 ☁️ PiAPI MCP server makes users able to generate media content with Midjourney/Flux/Kling/Hunyuan/Udio/Trellis directly from Claude or any other MCP-compatible apps.

brianxiadong/ones-wiki-mcp-server

☕ ☁️/🏠 - A Spring AI MCP-based service for retrieving ONES Waiki content and converting it to AI-friendly text format.

just-every/mcp-read-website-fast

📇 🏠 - Fast, token-efficient web content extraction for AI agents - converts websites to clean Markdown while preserving links. Features Mozilla Readability, smart caching, polite crawling with robots.txt support, and concurrent fetching.

caol64/wenyan-mcp

📇 🏠 🍎 🪟 🐧 - Wenyan MCP Server, which lets AI automatically format Markdown articles and publish them to WeChat GZH.

FoodXDevelopment/foodblock-mcp

📇 🏠 - 17 MCP tools for the food industry. Describe food in plain English and get structured, content-addressed data blocks back. Covers actors, places, ingredients, products, transforms, transfers, and observations. Works standalone with zero config via `npx foodblock-mcp`.

Funcchain

write prompts, pythonic 

Wispr Flow

Flow makes writing quick with seamless voice dictation for any application on your computer.

Vibe Transcribe

All-in-one solution for effortless audio and video transcription. [#opensource](https://github.com/thewh1teagle/vibe)

Voice Over Generator

Writes scripts and makes instant voice overs by [Mike Russell](https://x.com/imikerussell)

UX Copywriting GPT

The Swiss Army Knife of UX Writing by [Kavir Kaycee](https://twitter.com/kavirkaycee)

Content Helpfulness and Quality SEO Analyzer

I Help you evaluate your web content helpfulness, relevance, and quality for your targeted query based on Google's guidelines vs the one of your competitors by [Aleyda Solis](https://twitter.com/aleyda)

Conversion GPT

I optimize your sales funnels and write all your sales pages with a proven framework by [Gusten Sun](https://x.com/GustenSun)

ProductGPT

A specialized AI assistant designed to generate creative and appealing product names and descriptions, focusing on tech products, eco-friendly items, and fashion by [@HeyitsRadinn](https://github.com/HeyitsRadinn)

Quicksense

Expert in QlikSense scripting, data visualization by [@h4k44n](https://github.com/h4k44n)

SEO BlogGPT

Blog SEO Expert Writing AI by [S.J](https://github.com/noname2312)

Domains GPT

Detailed info about domain names: availability, expiry date, subdomains, history, and more by [Andrei](https://twitter.com/AndreiIgna)

Creative Writing Coach

I'm eager to read your work and give you feedback to improve your skills

Paraphraser & Proofreader (Professional Version)

Expert in sentence refinement.

editGPT

Proofread, edit and track changes to your text inside ChatGPT. Works in conjunction with the editGPT browser extension allowing you to accept and reject changes without leaving ChatGPT

Execu-LI Post Companion

Write professional and compelling LinkedIn posts that ensure engagement by [@moutonf](https://github.com/moutonf)

Execu-X Post Companion

Write professional and compelling X posts that ensure engagement by [@moutonf](https://github.com/moutonf)

BA that creates user stories

It will take a short input from the user, ask clarifying questions, and then create a user story with acceptance criteria by [@MathewBeldon](https://github.com/MathewBeldon)

ThreadsGPT

Your creative ally in crafting engaging Threads app content by [@Quagswagon2](https://github.com/Quagswagon2)

OCR GPT

Extract text from scanned PDFs, photos, and even handwriting.

YT Shorts Expert

Creates scripts and images for YouTube shorts by [S.J](https://github.com/noname2312)

Professional Rewrite Assistant

Refines text for professional standards by [S.J](https://github.com/noname2312)

Google Analytics Campaign URL builder

for making UTM codes and here is a guide on [Using UTM Parameters to Track Social Media Success](https://blog.hootsuite.com/how-to-use-utm-parameters/) from Hootsuite.