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.

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.

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.

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

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.

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.

Memory Service

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

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.

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

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.

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.

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.