Discover Awesome MCP Servers

mem0 Memory System

A flexible memory system for AI applications that supports multiple LLM providers and can be used either as an MCP server or as a direct library integration, enabling autonomous memory management without explicit commands.

Memory Server with Qdrant Persistence

Facilitates knowledge graph representation with semantic search using Qdrant, supporting OpenAI embeddings for semantic similarity and robust HTTPS integration with file-based graph persistence.

OpenSearch MCP Server

Provides a semantic memory layer that integrates LLMs with OpenSearch, enabling storage and retrieval of memories within the OpenSearch engine.

Web Search

An MCP server that integrates real-time web search capabilities into AI assistants using the Exa API, providing both basic and advanced search functionality with formatted markdown results.

Rember

A Model Context Protocol server that allows Claude to create flashcards for Rember, helping users study and remember information through spaced repetition reviews.

Dev Memory Server

Persistent development memory server that automatically captures and organizes development context, code changes, and user interactions across projects.

Knowledge Graph Memory Server

This MCP server provides persistent memory integration for chat applications by utilizing a local knowledge graph to remember user information across interactions.

Knowledge Graph Memory Server

An improved implementation of persistent memory using a local knowledge graph with a customizable --memory-path. This lets Claude remember information about the user across chats.

Zig Server

Provides Zig language tooling and code analysis, enhancing AI capabilities with Zig-specific functions like code optimization, compute unit estimation, code generation, and recommendations for best practices.

AI Humanize Server

Helps refine AI-generated content to sound more natural and human-like. Built with advanced AI detection and text enhancement capabilities.

MemoryMesh

This project is based on the Knowledge Graph Memory Server from the MCP servers repository and retains its core functionality.

Logseq Tools

mcp server for logseq graph

Knowledge Graph Memory Server

Enhances user interaction through a persistent memory system that remembers information across chats and learns from past errors by utilizing a local knowledge graph and lesson management.

Tavily MCP Server

This server enables AI systems to integrate with Tavily's search and data extraction tools, providing real-time web information access and domain-specific searches.

Perplexity MCP Zerver

advance mcp server utilizing Perplexity, without the need for an API key

Mem0 Coding Preferences Manager

An MCP server that integrates with mem0.ai to help users store, retrieve, and search coding preferences for more consistent programming practices.

Titan Memory Server

This advanced memory server facilitates neural memory-based sequence learning and prediction, enhancing code generation and understanding through state maintenance and manifold optimization as inspired by Google Research's framework.

Perplexity Advanced MCP

An advanced integration package that leverages OpenRouter and Perplexity APIs to provide enhanced web search capabilities, offering both simple and complex query processing with file attachment support.

CentralMind Gateway

MCP-Server from your Database optimized for LLMs and AI-Agents. Supports PostgreSQL, MySQL, ClickHouse, Snowflake, MSSQL, BigQuery, Oracle Database, SQLite, ElasticSearch, DuckDB

MCP PIF

This server implements the Model Context Protocol to facilitate meaningful interaction and understanding development between humans and AI through structured tools and progressive interaction patterns.

Memory Cache Server

A Model Context Protocol server that reduces token consumption by efficiently caching data between language model interactions, automatically storing and retrieving information to minimize redundant token usage.

Optimized Memory Server

A persistent memory implementation using a local knowledge graph that lets Claude remember information about users across conversations.

Knowledge Graph Memory Server

A customized MCP memory server that enables creation and management of a knowledge graph with features like custom memory paths and timestamping for capturing interactions via language models.

DeepSeek-R1

Contribute to ThunderNight21/DeepSeek-R1 development by creating an account on GitHub.

Senma Self-Improvement Repository

Autonomous repository for {project-type} managed by Senma AI. - TundraSnowstorm/Senma-Self-Improvement-Repository

AI00 RWKV Server

The all-in-one RWKV runtime box with embed, RAG, AI agents, and more. - mowei-git/ai00_server

Generative AI for Beginners

21 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/ - hechel/generative-ai-for-beginners

Neural Child Development System

A neural network system that develops through psychological stages from infancy to maturity, implementing emotional regulation, attachment, and theory of mind capabilities. - renatokuipers/neural-child

J.A.R.V.I.S.

J.A.R.V.I.S. is an intelligent coding assistant that leverages multiple state-of-the-art language models to help you with code generation, modifications, and technical discussions. - essenecrucix-netizen/jarvis

Dify

Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production. - weloyun/dify