Tracing middleware for MCP servers in TypeScript. Logs all requests, tool calls, and responses to file, DB, or cloud with adapters for OTLP, Supabase, PostgreSQL, and Contexa.

Self-healing multi-agent system using ontologies and MCP to automatically adapt when database schemas change

Universal MCP code execution wrapper - 96% token reduction through progressive discovery

MCPQL - MCP Server for SQL Server database operations and analysis

A Model Context Protocol server that provides read only access to graphs in a certain repository in Ontotext GraphDB. This server enables LLMs to execute SPARQL queries.

Connect your Bear app via MCP (Model Context Protocol) allowing AI assistants to search and retrieve your notes

Database MCP server for MySQL, MariaDB, PostgreSQL, and SQLite - with builtin PII redaction and write-prevention

Medha is a Model Context Protocol (MCP) server that provides persistent, git-versioned memory storage for LLM applications. It combines the power of Git's version control with graph-based memory associations, enabling LLMs to maintain long-term memory.

Zeno Agent 是一个面向企业（toB）的服务端 AI Agent 平台，基于 Spring Boot + LangChain4j 1.11.0 构建。平台的核心能力在于：每个 Agent 可以独立配置自己的工具集、知识库和 Skill 库；通过 GLOBAL/PERSONAL 双模式 MCP 架构，既支持企业统一管控的服务端工具，也支持用户私有的客户端工具（密钥不离开浏览器）；配合工具渐进式加载和 Skill 渐进式注入，突破 LLM 上下文窗口限制，让 Agent 可以绑定上百个工具

A Model Context Protocol (MCP) server that provides comprehensive SQLite database operations for LLMs. This server enables AI assistants to interact with local SQLite databases safely and efficiently, with built-in security features, advanced transaction support, and clear separation between read-only and destructive operations.

A server application designed on top of MCP to interact with Cursor and MySQL.

🚀 Enterprise-grade API Gateway for MCP Protocol, built with Java Spring Boot. Supports authentication, proxy, and traffic management for AI tool calling.

Open-source cross-platform memory hub that unifies AI contexts with encrypted, local embeddings and knowledge graphs.

enhanced postgres mcp server

mcp server for Apache Kafka, Schema Registry and Apache Flink

A wonderful MCP tool in debug Minecraft Server with RCON

build mcp server template

MCP Database servers for Claude, Cursor and Windsuf

Extends PostgreSQL access with dynamic table creation, CRUD operations, and automatic schema discovery for LLM-driven data exploration.

Read-only MongoDB integration offering schema inference, aggregation tooling, and explain plans for LLM-driven data exploration.

Development memory that flows between sessions. An MCP server that gives Claude persistent memory about your projects.

Open-source knowledge backend delivering persistent, container-scoped memory with hybrid search, runtime configurability, and multi-provider embeddings for Claude integration.

mcp server ladybug

mcp code vector memory sql