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MCP servers tagged context-engineering
107 live MCP servers tagged "context-engineering", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with context-engineering.
Ragflow
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
Openspec
Spec-driven development (SDD) for AI coding assistants.
topoteretes/cognee
Knowledge Engine for AI Agent Memory in 6 lines of code
apecloud/ApeRAG
ApeRAG: Production-ready GraphRAG with multi-modal indexing, AI agents, MCP support, and scalable K8s deployment
Statespace
Interactive web apps for AI agents
Context Space
Ultimate Context Engineering Infrastructure, starting from MCPs and Integrations
Headroom
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP s…
Generator
CTX: a tool that solves the context management gap when working with LLMs like ChatGPT or Claude. It helps developers organize and automatically collect information from their cod…
Powermem
PowerMem: Your AI-Powered Long-Term Memory — Accurate, Agile, Affordable. Also friendly support for the OpenClaw (Clawdbot) Memory Plugin.
Synalinks
From idea to production in just few lines: Graph-Based Programmable Neuro-Symbolic LM Framework - a production-first LM framework built with decade old Deep Learning best practices
Cocoindex Code
A super light-weight embedded code mcp (AST based) that just works - saves 70% token and improves speed for coding agent. 🌟 Star if you like it!
Packmind
Packmind seamlessly captures your engineering playbook and turns it into AI context, guardrails, and governance.
Context Engineering For Multi Agent Systems
Save thousands of lines of code by building universal, domain-agnostic Multi-Agent Systems (MAS) through high-level semantic orchestration. This repository provides a production-r…
Codebase Context
Local-first Second brain for AI agents working on your codebase - detects your team coding conventions and patterns, brings in persistent memory, code-generation checks, and hybr…
Dat
Asking yours data in a natural language way through pre-modeling (data models and semantic models).
Tiger CLI
Tiger CLI is the command-line interface for Tiger Cloud. It includes an MCP server for helping coding agents write production-level Postgres code.
Memory Journal MCP
MCP server for AI Context + Project Intelligence. Overcome disconnected AI sessions with persistent project memory, triple search, knowledge graphs, and GitHub integration (Action…
Skillport
Bring Agent Skills to Any AI Agent and Coding Agent — via CLI or MCP. Manage once, serve anywhere.
rushikeshmore/CodeCortex
Persistent codebase knowledge layer for AI agents. Pre-digests codebases into structured knowledge and serves via MCP. 27 languages, 14 tools, ~80% fewer tokens.
C0ntextkeeper
Automatic context preservation for Claude Code. Never lose work to compaction again. 7 hooks, 187 semantic patterns, 3 MCP tools.
Awesome Context Engineering
🔥 Comprehensive survey on Context Engineering: from prompt engineering to production-grade AI systems. hundreds of papers, frameworks, and implementation guides for LLMs and AI…
Prompt Pro
Master AI prompting for business innovation. O'Reilly Live Learning course by Tim Warner covering ChatGPT, Claude, Copilot, and enterprise prompt engineering with MCP implementati…
Context Engineering
Context Engineering: Build Consistent, Accurate, Predictable AI Systems
Memcp
A persistent memory MCP server for Claude Code - Recursive Language Model integration for Claude Code inspired by MIT CSAIL paper
Athena Protocol
An AI tech lead in server form—this intelligent MCP agent validates your coding agent's strategy, analyzes impact, and catches critical issues before any code is written. Like hav…
Gsd 2
A powerful meta-prompting, context engineering and spec-driven development system that enables agents to work for long periods of time autonomously without losing track of the big…
Spring AI Alibaba
Agentic AI Framework for Java Developers
JavaGuide
Java 面试 & 后端通用面试指南，覆盖计算机基础、数据库、分布式、高并发、系统设计与 AI 应用开发
Awesome Harness Engineering
Awesome list for AI agent harness engineering: tools, patterns, evals, memory, MCP, permissions, observability, and orchestration.
LLM Wiki Compiler
The knowledge compiler. Raw sources in, interlinked wiki out. Inspired by Karpathy's LLM Wiki pattern.
AI Agent Book
《深入理解 AI Agent：设计原理与工程实践》（李博杰 著）开源主仓库：全书正文、编译版 PDF 与按章配套代码
Haystack
Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over…
Cloud MCP Gateway
Cloud MCP gateway for brokering remote MCP clients to local GSD runtimes
Sharedcontext
MCP server that gives AI coding assistants persistent cross-client memory. Facts and conversations stored in SQLite, encrypted with AES-256-GCM, synced to Arweave. No server, no a…
Copilot Memory Store
Local JSON memory store for context engineering with GitHub Copilot and MCP clients. Includes CLI, MCP server, and custom VS Code agent.
Antigravity Skills
Empower agents with professional capabilities in specific fields (such as full-stack development, complex logic planning, multimedia processing, etc.) through modular Skills defin…
Awesome Agent Harness
An awesome list of Agent Harness engineering resources, including GitHub projects, tools, benchmarks, and practical guides.
Memind
Self-evolving cognitive memory and context engine for AI agents in Java. Empowering 24/7 proactive agents like OpenClaw with understanding and SOTA performance.
Puppyone
Context drive for your AI agents
Tura
Build agent that uses 80% less token and delivers better results.
Intellectual Dna
Personal knowledge system: MCP brain server, LanceDB vectors, 70+ pipelines for querying AI conversation history
Context Engineering MCP
Context Engineering MCP — Hierarchical YAML context extraction and multi-agent orchestration framework
cortex-server
Cortex System: The Operating System for AI Engineering. Cure Technical Amnesia.
automagik-genie
Self-evolving AI agent orchestration framework with Model Context Protocol support
Genie
Wishes in, PRs out. CLI agent that interviews you, plans the work, dispatches parallel agents in isolated worktrees, and reviews code before you see it.
Openwebui Extensions
A collection of enhancements, plugins, and prompts for Open WebUI, developed and curated for personal use to extend functionality and improve experience.
Stash
Shared memory for your team's coding agents
Token Saver
Content-aware output compression for AI coding assistants. 36 specialized processors cut CLI output tokens by 60-99% (git, pytest, npm, terraform, kubectl, docker, and more) witho…
Ctx
CTX - Context Runtime Engine for Coding Agents
Agent Systems Handbook
A practical AI agents handbook covering agent systems, agentic workflows, LangGraph, MCP/A2A, context engineering, agent memory, evaluation, observability, and multi-agent archite…