Human-like memory for AI agents, semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI &…
Memory & knowledge
Agent add-ons for memory & knowledge: MCP servers, SKILL.md packs and coding-agent plugins.
2,820 entries · real GitHub data
- #811Mengram
Serverless AI agent using LangChain.js and Model Context Protocol (MCP) integration to order burgers from a burger restaurant
- #813Lattice
Install engineering discipline into any AI coding assistant. Composable skills for design, implementation, review, and team standards. Better process, not just better prompts.
- #814Exstruct
Conversion from Excel to structured JSON (tables, shapes, charts) for LLM/RAG pipelines, and autonomous Excel reading/writing by AI agents via CLI and MCP integration.
- #815OctoBus
A secure local gateway for AI agents to reliably call approved enterprise APIs, tools, and services.
MCP server + CLI + Codex/Claude skill for embedded debugging via probe-rs or OpenOCD, ARM Cortex-M, RISC-V, and Xtensa (ESP32), with AI crash diagnosis
- #817MCP Text Editor
A token-efficient MCP server for safe, line-oriented text file editing with partial reads, hash-based conflict detection, and atomic multi-file operations.
- #818Total Recall
Persistent memory plugin for Claude Code. Tiered memory system with write gates, correction propagation, and slash commands.
- #820Effortless
Claude Code mod: picks the reasoning effort for every prompt, shows the prompt cache and context, and hands off or compacts in one click
- #821MCP Shell Server
Secure MCP server for whitelisted shell command execution with stdin, argv pipelines, timeouts, and structured audit logging.
USPTO patent creation system with MCP server + Claude Code plugin. Hybrid RAG search over MPEP/USC/CFR, BigQuery access to 76M+ patents, automated 35 USC 112 compliance checks…
- #826Flameox
Runtime evidence that helps agents trace, profile, and burn down hotspots in application and native code, GPU kernels, and inference stacks.
MCP сервер для AI-ассистентов (справка по синтаксису и объектной модели 1С:Предприятие)
台灣司法院判決 + 全國法規資料庫 MCP server · Query Taiwan legal data from any MCP AI agent
- #829MCP Checklists
We're a team of security and AI enthusiasts building MCP Manager, a comprehensive MCP security solution for businesses of all sizes.
- #830Rust MCP SDK
A high-performance, asynchronous toolkit for building MCP servers and clients in Rust.
- #831Ig MCP
A production-ready Model Context Protocol (MCP) server that enables AI applications to seamlessly interact with Instagram Business accounts.
- #832MCP Proxy Server
This server acts as a central hub for Model Context Protocol (MCP) resource servers.
- #833Multizen Browser
Anti-detect browser for AI agents and human operators. Isolated Chromium profiles (cookies, fingerprint, proxy), driven through MCP.
StarRocks MCP (Model Context Protocol) Server
- #836Domscribe
Domscribe is a pixel-to-code development tool that bridges the gap between running web applications and their source code.
MCP for calling Siri Shorcuts from LLMs
- #838Notebooklm MCP
Google NotebookLM over MCP + a local HTTP REST API. Citation-backed Q&A, audio/video/content generation, multi-account rotation. For Claude Code, Codex, Cursor, n8n, Zapier, Make.
- #840Sd0x Harness
The harness layer for Claude Code, a reference implementation of harness engineering with hook-enforced dual review, state-machine gates that survive context compaction, and…