Local, LLM-free memory for AI agents. A single offline Rust binary, deterministic and auditable, that learns from use, forgets the irrelevant, and strengthens what matters.…
Memory & knowledge
Agent add-ons for memory & knowledge: MCP servers, SKILL.md packs and coding-agent plugins.
2,820 entries · real GitHub data
- #661Shodh Memory
- #662Agentao
Local-first, governed AI agent runtime for Python, embed it in your app, or run it as a CLI or ACP server. Permissions, MCP, memory and audit replay built in.
Drive Siemens TIA Portal V20/V21 (STEP 7, WinCC Unified) from any MCP client, create projects, generate PLC & HMI, compile & diagnose. Prebuilt runtime, no Openness coding…
Creating realistic RL environments requires collaboration between researchers, engineers, and domain experts across many dimensions: artifacts, environments tools, dynamism of…
- #665LLM Context.Py
Share code with LLMs via Model Context Protocol or clipboard. Rule-based customization enables easy switching between different tasks (like code review and documentation).…
- #666Fennara Godot AI
AI chat and agent tooling for Godot, with both MCP support and in-built native chat window.
- #667Flama
The production framework for Predictive and Generative AI. Serve any model as an API in one line, with OpenAI/Anthropic/Ollama-compatible endpoints, a built-in chat UI, and…
- #671Guild
Shared context, memory, and task coordination across AI coding agents. Single Go binary, local SQLite, hybrid keyword and semantic search.
Model Context Protocol server for AFFiNE. Connect AI assistants to AFFiNE workspaces, documents, databases, and collaboration APIs over stdio or HTTP.
- #674Wikipedia MCP
A Model Context Protocol (MCP) server that retrieves information from Wikipedia to provide context to LLMs.
Prevents outdated Rust code suggestions from AI assistants. This MCP server fetches current crate docs, uses embeddings/LLMs, and provides accurate context via a tool call.
- #676Engrim
The Universal Cross-Model Episodic Memory Standard. Local-first, project-scoped SQLite engine for Google Antigravity, Claude Code, Cursor, Codex CLI, GitHub Copilot CLI, and…
- #677Knowledge Rag
Local RAG MCP server for Claude Code, hybrid search (semantic + BM25), cross-encoder reranking, 13 MCP tools, 20 format parsers. Zero external servers, zero API keys.
- #679Orchestkit
The Complete AI Development Toolkit for Claude Code. 106 skills, 36 agents, 171 hooks. Install `ork` for stable (v9.x), or `ork-alpha` for the v10 line, which ships daily.
Unified Emacs interface supporting OpenAI Codex, Antigravity CLI, Claude Code, Pi agent, Muse Code, and more
Exploring the Model Context Protocol (MCP) through practical guides, clients, and servers I've built while learning about this new protocol.
- #684Google Surf MCP
Turn Google Search, Papers, and Codebases into an Automatic Local Knowledge Graph for AI Agents.
- #685Genspark Claw
Community skill pack & CLI for Genspark Claw, OpenClaw & Hermes agents, 5 production-ready SKILL.md skills (deep research, reports, slides, browser automation, AI call prep)…
Save thousands of lines of code by building universal, domain-agnostic Multi-Agent Systems (MAS) through high-level semantic orchestration. This repository provides a…
- #687Godot MCP
Godot-MCP, Model Context Protocol (MCP) integration for the Godot Engine. AI tools for the Godot Editor in C#, with cloud connection to ai-game.dev. Apache-2.0.
- #688Guardana
Open-source AI security verification for model artifacts, live endpoints, MCP servers, and recorded agent traces. Reproducible evidence for release decisions.
- #689Arcgentic
Mechanical plan/dev/self-audit/external-audit gates for AI coding agents, with a configurable role-routing topology engine, an MCP-UI live status panel, and native-tooling…
- #690Papergraph MCP
PaperGraph MCP turns math papers into evidence-grounded reading maps for AI agents: extract results, trace proof evidence, plan reading order, and review external dependencies…