Discover Awesome MCP Servers

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.

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.

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

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.

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.

Rember

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

Deepseek Thinker

Provides reasoning content to MCP-enabled AI clients by interfacing with Deepseek's API or a local Ollama server, enabling focused reasoning and thought process visualization.

DeepSeek MCP Server

A server that enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced reasoning engine to tackle complex reasoning tasks.

Neo4j Knowledge Graph Memory Server

Enhanced knowledge graph memory server for AI assistants that uses Neo4j as the backend storage engine, enabling powerful graph queries and efficient storage of user interaction information with full MCP protocol compatibility.

Chronulus AI Forecasting & Prediction Agents

Enables integration of Chronulus AI Forecasting & Prediction Agents with Claude, allowing users to access AI-powered forecasting and prediction capabilities directly through Claude's interface.

DeepSeek Thinking with Claude 3.5 Sonnet

Facilitates two-stage reasoning processes using DeepSeek for detailed analysis and supports multiple response models such as Claude 3.5 Sonnet and OpenRouter, maintaining conversation context and enhancing AI-driven interactions.

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 Bank Server

Provides a centralized MCP-based system for managing and accessing multi-project memory banks remotely, with features like project isolation, file structure validation, and type-safe operations.

Memory Server

Provides knowledge graph functionality for managing entities, relations, and observations in memory with strict validation rules to maintain data consistency.

OpenSearch MCP Server

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

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.

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.

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