Safer agent skills

Open-source cross-agent memory layer for coding agents via MCP. Compatible with Cursor, Claude Code, Codex, Windsurf, Gemini CLI, GitHub Copilot, Kiro, OpenCode, Antigravity, and Trae. Topics: agent-memory, ai-coding, cl

B · Good evidence · Execution High

Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java25. It can also be embedded in SpringBoot, jFinal, Vert.x, Quarkus, and other frameworks.

C · Review first · Execution High

Generative AI Application Builder on AWS facilitates the development, rapid experimentation, and deployment of generative artificial intelligence (AI) applications without requiring deep experience in AI. The solution in

B · Good evidence · Execution High

Free, open-source SQL Server performance monitoring — 32 collectors, real-time alerts, graphical plan viewer, MCP server for AI analysis. Supports SQL 2016-2025, Azure SQL, AWS RDS. Topics: aws-rds, azure-sql, blocking,

B · Good evidence · Execution High

The cognitive database. A new class of data storage. Not a vector store, not a graph DB, not a RAG wrapper. Ebbinghaus decay, Hebbian learning, and Bayesian confidence are engine-native primitives. Memories evolve on t

C · Review first · Execution High

Open-source protocol suite standardizing LLM, Vector, Graph, and Embedding infrastructure across LangChain, LlamaIndex, AutoGen, CrewAI, Semantic Kernel, and MCP. 3,330+ conformance tests. One protocol. Any framework. An

B · Good evidence · Execution High

Repository for Digital Earth Africa Sandbox, including: Jupyter notebooks, scripts, tools and workflows for geospatial analysis with Open Data Cube and xarray Topics: earthobservation, hacktoberfest, jupyter-notebooks, o

B · Good evidence · Execution High

The MCP Engine is a Power BI tool that lets AI assistants like Claude interact with your Power BI models programmatically: read your model structure, run DAX queries, create and modify measures, manage relationships, and

B · Good evidence · Execution High

🏭 AI agent platform with skills for protein engineering, the noob-friendly AI tutorial tool for life science professionals. Topics: agent, database, fine-tuning, language-model, life-science, noob-friendly, protein, pro

B · Good evidence · Execution High

📜 An MCP server for conversation history search and retrieval in Claude Code Topics: ai, ai-tools, anthropic, claude, claude-code, context-retrieval, conversation-history, developer-tools, inverted-index, jsonl, llm, mc

B · Good evidence · Execution High

Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero setup. Topics: agent-skills, developer-tools, hybrid-search, local-first, local-rag

C · Review first · Execution High

A modular, skill-based autonomous Security Operations Center (SOC) agent that monitors OpenSearch/Elasticsearch data, builds RAG-based behavioral memory, and validates real-time anomalies using LLMs. Topics: ai-agents, a

C · Review first · Execution High

Infrastructure that connects LLMs to ERPNext. Frappe Assistant Core works with the Model Context Protocol (MCP) to expose ERPNext functionality to any compatible Language Model Topics: ai-assistant, analytics, automation

B · Good evidence · Execution High

Shared Memory That Never Forgets — persistent memory for AI agents with Space-based sharing across agents and teams. Plugins for OpenCode, Claude Code, OpenClaw, MCP Server. Topics: ai-agent, ai-memory, claude-code, lanc

B · Good evidence · Execution High

Transform your codebase into an intelligent knowledge base for AI-powered development with Cursor IDE, Google AntiGravity, and MCP-enabled assistants Topics: antigravity, azure-devops, claude, cursor, gitlab, mcp, mcp-se

B · Good evidence · Execution High

The AI Operating System for Delphi. 100% native framework with RAG 2.0 for knowledge retrieval, autonomous agents with semantic memory, visual workflow orchestration, and universal LLM connector. Supports OpenAI, Claude,

C · Review first · Execution High

TidGi is an privacy-in-mind, automated, auto-git-backup, freely-deployed knowledge management Desktop note app, based on Tiddlywiki, with REST API for web-clipping and Anki connect. 「 太记 」是一个基于「 太微 TiddlyWiki 」的知识管理桌面应用，

C · Review first · Execution High

Nornicdb is a low-latency, Graph + Vector, Temporal MVCC with all sub-ms HNSW search, graph traversal, and writes. Uses Neo4j Bolt/Cypher and qdrant's gRPC drivers so you can switch with no changes. Then, adding intellig

C · Review first · Execution High

A self-hosted web UI that simplifies AI experimentation and testing for Java developers. It provides playgrounds for all major vector databases and MCP tools, supports intuitive interaction with LLMs, and enables rapid d

C · Review first · Execution High

Make every AI agent you use smarter. Persistent memory with SQLite FTS5, MCP server, Obsidian sync, and self-learning intelligence pipeline. Topics: ai, ai-agents, knowledge-base, llm, mcp, memory, multi-agent, obsidian,

B · Good evidence · Execution High

Instrument a webapp to send useful telemetry data to Azure App Insights

B · Good evidence · Execution High

Enable and configure Moltbot/Clawdbot memory search for persistent context. Use when setting up memory, fixing "goldfish brain," or helping users configure memorySearch in their config. Covers MEMORY.md, daily logs, and

D · Limited evidence · Execution High

Self-improving agent system that analyzes conversation quality, identifies improvement opportunities, and continuously optimizes response strategies. The skill's code, instructions, and requirements are coherent with its

D · Limited evidence · Execution High