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.

Aindreyway Codex Keeper

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

Perplexity Deep Research

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

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.

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.

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.

vLLM

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

Smithery AI

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

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

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.

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.

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.