MCP server for ZizkaDB — give any AI agent persistent memory and observability Below are 16 llm eval & observability apps with similar functionality to zizkadb-mcp, matched by what each product actually does — not ranked or scored. Explore each to find the closest fit for your use case.
AI cross-context synchronization layer — shared knowledge base MCP server for Claude Code, Copilot, and Codex
Zipp MCP — multi-language crypto news for AI assistants. Sentiment + importance + source attribution across 8 languages.
MCP server for Link local agent memory — remember, recall, search, context, and graph traversal
ithz-mcp is an open-source library that offers local-first, deterministic project memory for AI coding agents and Model Context Protocol workflows. It is designed for developers building autonomous agent systems and coding assistants.
Works With Agents MCP Server — 14 native tools for AI agent infrastructure. Facts, Pitfalls, Skills, Handoff Protocol, Blueprint Registry, Trust Scores, Identity Verification, SLA Validation, Compliance-as-Code.
MCP server for the Qiskit Code Assistant
polardbx-zero-mcp is an open-source MCP server that provides persistent MySQL databases for AI agents using PolarDB-X Cloud Zero. It is designed for developers building autonomous agent systems requiring database access.
Simple MCP Client to quickly test and explore MCP servers from the command line
Enhanced MCP server for interactive user feedback and command execution in AI-assisted development, featuring dual interface support (Web UI and Desktop Application) with intelligent environment detection and cross-platform compatibility.
zabbix-mcp is an open-source MCP server for automating Zabbix management and monitoring tasks. It provides API and CLI interfaces for network administrators and DevOps engineers to streamline server and network operations.
mnemo-mcp is an open-source MCP server that provides persistent memory and embedded synchronization for AI agents. It is designed for developers building agentic systems requiring long-term memory and context management.
Minimal stdio MCP server for parallel task execution by AI agents
MCP server that gives LLMs persistent graph-structured memory
mcp-brain is a command-line and MCP server framework for multi-agent cognitive processing. It enables developers and researchers to coordinate and execute complex agent-based workflows, supporting advanced automation and distributed AI tasks.
Synchronize MCP server configurations across 20+ AI agents
mcp-kvm is an open-source MCP server that allows AI agents to control computers through KVM hardware, enabling automation of tasks at the BIOS, login, and system recovery levels. It is designed for AI researchers and sysadmins working on autonomous computer management.
