MCP Memory with Redis Graph
MCP Memory with Redis Graph is a server that implements a memory system for LLM conversations, using Redis Graph as a backend to store memories as nodes in a…
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README
README is an example MCP server project that demonstrates implementing a StdioTransport-based server in Go. It is intended as a learning tool, not for…
aoe4-mcp
aoe4-mcp is an MCP server that provides access to documentation for the game Age of Empires IV.
Typescript MCP Server with Obsidian Integration
# Typescript MCP Server with Obsidian Integration A command-line interface for interacting with your Obsidian vault. ## Prerequisites - Node.js 14.x or later -…
Not Human Search
MCP search engine for agent-native services. Find 8,600+ APIs, MCP servers, and agentic sites ranked by agentic readiness score (llms.txt, OpenAPI, ai-plugin…
Autopoietic Knowledge Synthesis MCP Server
Autopoietic knowledge synthesis gives AI agents access to 18 academic and technical data sources unified by a suite of advanced mathematical frameworks —…
Seekstone Obsidian Mcp Server
Seekstone is a filesystem-direct Obsidian MCP server that gives Claude (and any MCP client) direct read/write access to your Obsidian vault — straight from the…
MCP Knowledge Base Reader
MCP server for reading JSON knowledge bases without modifications
Hypabase
Hypergraph database for AI agents. Store n-ary relationships (edges connecting 2+ nodes), track provenance (source and confidence), and query paths — all…
🔍 MCP Server - Vector Search
MCP Server to improve LLM context through vector search.
Confluence
# Confluence MCP Server A FastMCP-based server that provides seamless integration with Confluence's REST API, enabling programmatic access to Confluence…
Text Summarizer
Text Summarizer condenses long-form content into structured, actionable summaries so AI agents and applications can work with information faster and at lower…
Vector Memory Mcp Server
Vector Memory MCP Server is a secure, vector-based memory server for Claude Desktop that uses sqlite-vec and sentence-transformers. It provides persistent…
Tencent Lexiang
Tencent Lexiang is an MCP (Model Context Protocol) server that enables AI assistants to search, read, create, edit, and organize content in Tencent Lexiang…
AI Agent Memory MCP Server
Agent-agnostic persistent memory as an MCP Server (SQLite + Chroma + Markdown)
RAG-MCP Pipeline Research
A learning repository exploring Retrieval-Augmented Generation (RAG) and Multi-Cloud Processing (MCP) server integration using free and open-source models.
Flowmusicai Mcp Server
Flow Music AI (flowmusicai.app) is a browser-based AI song generator that converts a plain-text description into a fully produced, mixed track in roughly 80…
Lain Mcp
## What is LAIN-mcp? LAIN-mcp is a Rust MCP server that gives AI coding agents real architectural awareness of your codebase — not just line-by-line search…
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CostAffective-MCP
Intelligent repository context for AI coding assistants. Provides code search, symbol lookup, call graphs, and reference tracking via MCP. Uniquely designed to…
Rag Starter
# rag-starter — chat with your documents (RAG), with citations A production-ready starter that turns a folder of documents into a **cited Q&A service**. Drop…
Apple Notes Mcp
# apple-notes-mcp MCP server for Apple Notes with semantic search and CRUD operations. Claude searches, reads, creates, updates, and manages your Apple Notes…
Semantic Scholar MCP Server
A FastMCP server implementation for the Semantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks.
MCP.science: Open Source MCP Servers for Scientific Research 🔍📚
A collection of open-source MCP servers designed for scientific research applications.
Mem0 Mcp
✨ mem0 MCP Server: A memory system using mem0 for AI applications with model context protocl (MCP) integration. Enables long-term memory for AI agents as a…