Awesome MCP Servers

Discover, extract, and interact with the web - one interface powering automated access across the public internet.

One-click data collection, providing stable and efficient global proxy IP. Apply for a free trial and enjoy 30% discount: THOR66

Put performance and error data directly in the hands of your AI assistant.

Interact with MediaWiki installations through the MediaWiki API as a bot user.

Enables LLM clients to interact with any MediaWiki wiki using the Model Context Protocol.

Interact with the MediaWiki API to search and retrieve content from Wikipedia or other MediaWiki sites.

An AI-powered API for medical research, unifying ClinicalTrials.gov, PubMed, and FDA databases with intelligent analysis.

Search and retrieve articles from medRxiv, the preprint server for health sciences.

Interact & query with Meilisearch (Full-text & semantic search API)

Integrates with Mem0.ai to provide persistent memory capabilities for LLMs, supporting cloud, Supabase, and local storage.

A decentralized memory layer for AI agents providing secure, persistent storage for conversation history and knowledge.

Generate memes using the ImgFlip API. Requires ImgFlip account credentials.

A scalable knowledge graph memory system for LLMs with semantic retrieval and temporal awareness, using Neo4j as a backend.

Performs targeted searches across Memex conversation history and project files.

Enables Large Language Models to store and retrieve persistent memories with intelligent search capabilities.

A server that provides a memory system for LLMs, enabling persistent conversations with various providers like OpenAI, Anthropic, and OpenRouter.

Knowledge graph-based persistent memory system

An AI-assisted development plugin that maintains persistent project context using structured markdown files for goals, decisions, and progress.

An MCP server for remote memory bank management, enhanced with Supergateway for streamable-http transport. It supports multi-project management and requires persistent storage.

An MCP server that reduces token consumption by efficiently caching data between language model interactions.

Extends the MCP Memory server to create and manage a knowledge graph from LLM interactions.

Extends the Memory server with PouchDB for robust document-based storage, custom memory file paths, and interaction timestamping.

A project management and session memory tool for AI agents to track projects, tasks, and context during chat sessions.

a lightweight, local RAG memory store to record, retrieve, update, delete, and visualize persistent "memories" across sessions—perfect for developers working with multiple AI coders (like Windsurf, Cursor, or Copilot) or anyone who wants their AI to actually remember them.

A knowledge graph server for AI models, focusing on text-based RPGs and interactive storytelling.

Encodes text data into videos that can be quickly looked up with semantic search.

Monitor web and social media using the Mention API.

Provides AI-powered mentorship to LLM agents for tasks like code review, design critique, and brainstorming, using the Deepseek API.

A Python-based MCP server for Cisco's Meraki Dashboard, providing tools to query the API for discovering, monitoring, and managing your Meraki environment.

Mercado Pago's official MCP server, offering tools to interact with our API, simplifying tasks and product integration.

Integrates the Merge Unified API with any LLM provider using the MCP protocol.

Generate mermaid diagram and chart with AI MCP dynamically.

Converts Mermaid diagrams to PNG or SVG images.