Discover Awesome MCP Servers

Qdrant Server

This repository is an example of how to create a MCP server for Qdrant, a vector search engine.

Persistent Knowledge Graph

An implementation of persistent memory for Claude using a local knowledge graph, allowing the AI to remember information about users across conversations with customizable storage location.

Perplexity Deep Research

A server that allows AI assistants to perform web searches using Perplexity's sonar-deep-research model with citation support.

Aindreyway Codex Keeper

Serves as a guardian of development knowledge, providing AI assistants with curated access to latest documentation and best practices.

MemGPT

A TypeScript-based server that provides a memory system for Large Language Models (LLMs), allowing users to interact with multiple LLM providers while maintaining conversation history and offering tools for managing providers and model configurations.

DeepLucid3D UCPF Server

An MCP server implementing the Unified Cognitive Processing Framework for advanced problem-solving, creative thinking, and cognitive analysis through structured tools for knowledge mapping, recursive questioning, and perspective generation.

Chat Analysis

Facilitates semantic analysis of chat conversations through vector embeddings and knowledge graphs, offering tools for semantic search, concept extraction, and conversation pattern analysis.

Reasoner

A systematic reasoning MCP server for Claude Desktop, featuring Beam Search and Monte Carlo Tree Search to facilitate complex problem-solving and decision-making processes.

Neurolora

Provides tools for collecting and documenting code from directories.

Memory Service

Provides semantic memory and persistent storage for Claude, leveraging ChromaDB and sentence transformers for enhanced search and retrieval capabilities.

RAT MCP Server

🧠 MCP server implementing RAT (Retrieval Augmented Thinking) - combines DeepSeek's reasoning with GPT-4/Claude/Mistral responses, maintaining conversation context between interactions.

Titan Memory Server

Enables neural memory sequence learning with a memory-augmented model for improved code understanding and generation, featuring state management, novelty detection, and model persistence.

Workflow Learner

To teach LLM Agents understand workflows with PSR.exe's hmt.

Universal Source Management System

Server for managing academic literature with structured note-taking and organization, designed for seamless interaction with Claude. Built with SQLite for simplicity and portability.

Neo4j Graph Memory

This lets you use Claude Desktop, or any MCP Client, to use natural language to accomplish things with Neo4j and your Aura account.

Zanny's Persistent Memory Manager

A custom MCP server that allows storage, retrieval, and management of text-based information with natural language commands and keyword detection.

Reasoner

A systematic reasoning MCP server implementation for Claude Desktop with beam search and thought evaluation capabilities

MCP Servers

Collection of Model Context Protocol (MCP) servers for Cursor IDE integration

myAI Memory Sync

Contribute to Jktfe/myAImemory development by creating an account on GitHub.

SVM Learn

Contribute to svmlearn/- development by creating an account on GitHub.

Smithery AI

Contribute to thinknumbers/smitheryai development by creating an account on GitHub.

vLLM

A high-throughput and memory-efficient inference and serving engine for LLMs - PeterXiaTian/vllm

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.

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.

Dev Memory Server

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

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.