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MCP servers tagged context-engineering
520 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.
Graphicle
Code graph and memory for your coding agents, in one Rust program. For Claude Code, Codex, Cursor and any MCP client.
Base
AI builder operating system. Turn Claude Code from a per-session tool into a workspace that remembers, maintains itself, and never goes stale. BASE = Builder's Automated State Eng…
Threadport
Portable, verifiable work state for coding agents
Aiwg
Reusable project context and specialist workflows for the AI tools you already use. Agents, skills, rules and MCP tools for Claude Code, Codex, Copilot, Cursor and more, plus SDLC…
Claude Code Docs
Chapter-by-chapter teardown of a production coding agent — agent loop, context engineering, compaction, permissions, MCP. 13 chapters, Chinese and English.
Context Engineering
Context Engineering: Build Consistent, Accurate, Predictable AI Systems
RongxinAI
Open-source desktop AI agent: built-in free model, local GGUF models via llama.cpp, dispatch tasks from WeChat/Feishu/DingTalk. Files, browser & MCP tools. | 开源桌面 AI 智能体：内置免费模型，ll…
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
Openwebui Extensions
A collection of enhancements, plugins, and prompts for Open WebUI, developed and curated for personal use to extend functionality and improve experience.
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…
Sylph
The open-source company brain. Run your entire company with AI agents, skills, and a self-improving context.
Repoprompt Ce
Community edition of RepoPrompt: a native macOS context engineering app for AI coding agents, with an MCP CLI.
Sidekick
Local coding-agent orchestrator — DAG of auto-approved, git-worktree-isolated sub-sessions across LLM providers (Claude/Kimi/Grok/DeepSeek/local). AGPL-3.0.
Openloomi
Openloomi is your open-source proactive AI Mates that remembers all work details.
Atomicmemory
Portable semantic memory for AI agents: core engine, TypeScript SDK, framework adapters, MCP server, CLI, and host plugins.
AIGuide
AI 应用开发、AI 编程实战与面试指南，涵盖 LLM、Agent、RAG、MCP、Claude Code、Codex 等核心技术与工程实践。
Redevops Rag
Hybrid RAG (DuckDB vector + BM25 + RRF + recency/keyword priors + optional cross-encoder rerank) as an installable library + CLI.
Ripwire
The ripgrep of AI context: a zero-dependency C++23 CLI + MCP server giving coding agents a ranked, deterministic map of any repo, blast radius, tests-to-run and quality deltas. Si…
Open Index
The structured context layer for AI agents. Build self-learning specialised agents that are context aware.
Halofy
Halofy is the open access and governance layer for AI agents across your organization. Identity, policy, provenance, audit, and signed erasure.
Agents Universe
让智能体像人一样学习和工作，共享智能体和项目记忆
Thoughtdag
Your thinking deserves a map: an infinite canvas where LLM conversations grow into an editable thought graph. Wires are the context.
Awesome AI Harness
The model is the engine; the harness is the car. Curated knowledge on harness engineering — context management, tool design, agent loops, memory, sandboxing, evals. EN/中文
Contextvc
Git-native context control plane for AI coding agents
Tilth
Smart(er) code reading for humans and AI agents. Reduces cost per correct answer by ~40% on average. Install: cargo install tilth -or- npx tilth
Gateway
MCP gateway & OAuth MCP servers. LangGraph agent: memory, eval/tracking, PII guard, context trimming. Docker quick start for enterprise agents.
Sift Light
Evidence-first search for AI agents / Claude Code & Codex & Pi & OMP & kimi & mcp
Rta Smriti Brain
Local-first, evidence-aware project memory for AI coding agents.
Compass
Compass is a context engine that builds a knowledge graph of your organization's metadata, capturing entities, relationships, and lineage across systems and time, making it disc…
Context Guru
Context optimization for AI coding agents — lower token cost and latency without sacrificing accuracy.
CLI
Archived: Archcore moved to github.com/archcore-ai/archcore (CLI under cli/)
ContextX
ContextX: Context-driven AI development framework powered by Claude Code. Transform documents into complete projects with intelligent agent workflows.
Pensieve
One place for all your information, for context engineering: your files, repos, agent sessions and tickets, on your Mac, for you and your AI agents.
Archcore
Spec-driven development and context engineering for Claude Code, Cursor, Codex, and GitHub Copilot — backed by project context in Git.
Axwise Flow
Local MCP extension for product discovery: personas, interviews, evidence analysis, PRDs and delivery briefs. Works with compatible agent hosts; bundled in Orqanix.
Next Role
🚀 Level up your career with GenAI. 📄 Tailor your CV to any JD, 🔍 automate company research, and 🗓️ generate custom interview prep plans for your next role or internal promotion.
Bgts Context Engine
Deterministic code-graph context engine for AI coding agents - PostgreSQL + Apache AGE + pgvector, MCP & REST, no LLM in the loop.
Ox
The hivemind for AI coding agents — persistent team context recorded once and recalled across agents, machines, and teammates.
Deepseekagents DSA Context Engine
Cost saving Cognitive Architecture for AI Agents. Infinite Context. Perfect Recall. Zero Hallucinations.
Soul
Local-first identity and policy runtime for portable AI context, verifiable personalization, and user-controlled agent boundaries.
Entroly
The Context Engineering Engine. Your AI sees 5% of your codebase — Entroly shows it everything. 78% fewer tokens. Works with Cursor, Claude Code, Copilot, OpenClaw.
All In One
aio — one command wires 8 AI coding agents to one shared context; live GitHub/npm/crates search on every prompt; first-line usage disclosure (model-dependent); zero search storage.
PM Operating OS
An operating system for product managers — persistent product context, an on-demand skills library, and a continual-learning loop for AI-native PM work.
Playbooks
▶📚 Playbooks is a semantic programming system for AI agents
Sephera
Fast local-first Rust CLI for codebase metrics, AST-compressed LLM context bundles, and built-in MCP server.
Context Runtime
Context Runtime — a database query planner for LLM context. Decides what a model sees before it answers; plans it, runs it through reused substrate, and learns from the outcome.
Project Os For Codex
Open-source control plane for Codex projects: Git-backed context, visible agent progress, scoped MCP access, resumable work, and safe handoffs.
Gantry
A native macOS dashboard for Claude Code, Codex & other AI coding tools. Inspect quota, context & MCP; preview fixes and undo. Free for personal use. Closed-source.
Baoer Signal Grep
Context-efficient project search and bounded code analysis for Claude Code & Codex & Pi & OMP. and remote MCP clients, powered by ripgrep with stable cursors, source inspection, a…