Solon Ai
Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java25. It can also be embedded…
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MemoryMesh
This project is based on the Knowledge Graph Memory Server from the MCP servers repository and retains its core functionality.
Antd Components Mcp
Provides Ant Design component documentation to large language models (LLMs), allowing them to explore and understand the components.
PLUR
AI agents start every session with amnesia — you re-explain the project, repeat your preferences, and correct the same mistakes over and over. PLUR gives them…
Piia Engram
Persistent AI memory across tools — remember your preferences, code standards, and decisions across Claude Code, Cursor, Codex, and any MCP tool. Local-first…
🧠 Ultimate MCP Server
Comprehensive MCP server exposing dozens of capabilities to AI agents: multi-provider LLM delegation, browser automation, document processing, vector ops, and…
MCP.science: Open Source MCP Servers for Scientific Research 🔍📚
A collection of open-source MCP servers designed for scientific research applications.
arxiv-latex MCP Server
MCP server that uses arxiv-to-prompt to fetch and process arXiv LaTeX sources for precise interpretation of mathematical expressions in scientific papers.
mcp-knowledge-graph
An improved implementation of persistent memory using a local knowledge graph with a customizable --memory-path. This lets Claude remember information about…
Roam Research MCP Server
Integrates with Roam Research to enable searching, creating, and manipulating graph content for automated note-taking and intelligent information retrieval.
GitHub Chat MCP
Enables AI to analyze and query GitHub repositories through a FastMCP-based interface for understanding codebases, exploring architecture, and retrieving…
TriliumNext Notes' MCP Server
A Model Context Protocol (MCP) server for TriliumNext Notes. It provides tools to search, create, update, delete, and manage notes and attributes in your…
Azure AI Search MCP Server
Search content using Azure AI Agent Service and Azure AI Search.
Unified Tool Kit
Provides a unified Docker-based server with over 100 integrated tools spanning file operations, web search, browser automation, data analysis, and document…
Heurist Mesh (Web3 Tools)
Connects Claude to specialized Web3 and blockchain tools including CoinGecko, DexScreener, GoPlus, Exa, and Firecrawl for cryptocurrency research, token…
Laravel Docs MCP Server
A Laravel developer's MCP companion. Get the absolute best advice, recommendations, and up-to-date documentation for the entire Laravel ecosystem.
Scrivener
The definitive MCP server for Scrivener. Connect your novels, screenplays, and manuscripts to Claude, ChatGPT, and other AI assistants. 60+ tools for document…
PubNub Model Context Protocol (MCP) Server for Cursor IDE
PubNub MCP Model Context Protocol Server for use in Cursor, Windsurf, Claude Desktop, Claude Code and OpenAI Codex and more!
🧠 Adaptive Graph of Thoughts
An intelligent scientific reasoning framework that uses graph structures and Neo4j to perform advanced reasoning via the Model Context Protocol (MCP).
KnowledgeGraph MCP Server
MCP server for enabling persistent knowledge storage for Claude through a knowledge graph with multiple storage backends and fuzzy search
ThumbGate (npm: mcp-memory-gateway)
Agent governance for ThumbGate: 👍/👎 become Pre-Action Checks that flag repeat mistakes and hard-block the risky ones before code or systems change.
MariaDB
Bridges Claude with MariaDB databases for read-only SQL query execution, enabling data exploration through formatted table results while enforcing safety…
MCP Server for ArangoDB
A TypeScript-based server to interact with ArangoDB using the Model Context Protocol, enabling database operations and integration with tools like Claude and…
Flomo MCP Server
A Model Context Protocol (MCP) server that lets you create notes in Flomo directly through AI chat interactions in Cursor or Claude desktop. Write and organize…