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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.
Awesome LLM Knowledge Systems
The Map Everyone's Missing: LLM Knowledge Engineering in 2026 — First unified guide connecting RAG, Context Engineering, Harness Engineering, Skill Systems, Agent Memory, MCP, and…
Chatcli
ChatCLI is a command-line application that utilizes LLMs—such as those from Anthropic, OpenAI, and others—to facilitate interactive conversations within the terminal. At its core,…
Prompt Tree
A local AI client with Git‑style tree context. Branch conversations, compress long chats, and visually assemble per‑request context to avoid LLM “long-chat degradation.
Logicstamp Context
A Context Compiler for TypeScript. Deterministic, diffable architectural contracts and dependency graphs for AI coding workflows.
Gsd Skill Creator
Introduces a comprehensive agent-based framework for guided software development (GSD)
Spec Driven Workflow
Lightweight markdown-based workflow for collaborating with AI coding assistants using spec-driven development methodology
Awesome Loop Engineering
🔁 Build reliable recurring AI-agent systems: 1001 resources, 22 operational patterns, 22 loop contracts, 8 runtime starters, an interactive atlas, and a structured dataset.
Vitaecontext
Give your AI agents grounded, reusable career context.
Claude Code Marketing Quickstart
Claude Code for GTM — quickstart for GTM operators
Plumcp
Clojure/ClojureScript library for making MCP server and client
Faf CLI
Persistent AI Context Standard — project DNA for AI. IANA-registered. Anthropic-merged.
Recollect
Self-hosted AI memory and MCP coordination for coding agents. Persistent context across repositories and sessions, with knowledge graphs, hybrid search, and a desktop web UI. Buil…
Deepseekagents DSA Context Engine
Cost saving Cognitive Architecture for AI Agents. Infinite Context. Perfect Recall. Zero Hallucinations.
Daidocs
Open plain-text file format for AI memory. Your assistant's long-term memory as .dai files on your disk: readable by Claude, GPT, Gemini, Cursor, local models and grep (all LLM mo…
Lattice
Bounded repository context and verified patches for Codex and Claude Code. Explicit edit grants, source fingerprints, isolated worktrees, acceptance checks, and reproducible paire…
Recollect
Self-hosted AI memory and MCP coordination for coding agents. Persistent context across repositories and sessions, with knowledge graphs, hybrid search, and a desktop web UI. Buil…
Pluribus
Sync one reviewed context source into native AI-agent files, with privacy-safe evidence receipts that never confuse generation with runtime load.
Eidetic
Claude Code memory system — auto context injection, drift detection, compounding, FTS5/vector search, Obsidian vault export. Zero core deps.
Pluribus
Sync one reviewed context source into native AI-agent files, with privacy-safe evidence receipts that never confuse generation with runtime load.
Eidetic
Claude Code memory system — auto context injection, drift detection, compounding, FTS5/vector search, Obsidian vault export. Zero core deps.
Wallaby Agent Rules
AI remembers, you find. Long-term memory + project map for any AI coding tool — paste-in prompts or a one-command agent skill, five plain files, zero dependencies. Now with Skill…
Agent Workspace Architecture
Agent-ready knowledge architecture, run daily in Claude Code: turn a coding agent into a system you can hand work to and trust while you're away. 18 load-bearing patterns, one-pag…
Claude Code Project Brain
Persistent, navigable memory for Claude Code — stop re-explaining your projects to the AI every session.
Openapi LLM Wiki
📚 LLM Wiki — A structured knowledge repository designed for LLMs and AI agents, containing authoritative documentation for the @openapi® API marketplace.
KMCP
Open-source MCP server for your docs. Zero LLM at query time. docker compose up and go.
Haskie
Haskie "has a key" to your private bookshelf, giving your AI agents your exact taste. Your trusted sources, searchable by your agents, cited to the page, kept on your machine.
Usagetrim
Keep the signal. Cut the noise. Local CLI + MCP — fold verbose tool output for Claude Code, Codex, Cursor & Desktop.
Starlight Intelligence System
One shared brain for your whole AI fleet: attested memory, orchestration, governance and evals across Claude Code, Codex, Cursor, Gemini, Antigravity.
Context Engineering MCP
Automated Context Engineering MCP Server for creating high-quality Product Requirements Prompts (PRPs) through AI-assisted workflows
Neo Agent Brain
Point a cross-model AI engineering team at your own codebases. The Agent OS keeps named AI maintainers' identity, memory and review across labs alive between sessions — the Brain…
MonkeyLLM
Knowledge engine for AI agents: your documents become a git-versioned markdown knowledge graph the agent navigates over MCP. Curated summaries, typed edges, cited answers, SQL ove…
AndrejKarpathy 2026 FocusProjects
Andrej Karpathy's 2026 AI Systems Engineering Roadmap — 7 production-grade projects covering Context Engineering, Tool Design, Agent Orchestration, Eval Discipline, Reliability En…
Harbor
TypeScript MCP gateway that connects AI agents to backend APIs via the Model Context Protocol — pluggable auth, V8 sandbox execution, circuit breaker, and audit logging.
AIWorkHub
Open-source, local-first control plane for multi-model AI coding agents in VS Code and MCP: task DAGs, source intelligence, durable context and evidence-based review.
Agents Sync
A single source of truth for AI coding context, kept consistent across Claude Code, Cursor, Copilot, Gemini, and more as your stack evolves.
Agent Context Kit
Local-first context engineering toolkit for AI coding agents — build scoped, reproducible, and auditable project context for Codex, Claude, Cursor, and MCP clients.
Cskill Agents
Build curated agent skills for coding CLIs, terminal tools, context engines, remote bridges, and multi-agent runtimes
Sift Gateway
Reliability gateway for AI tool output: schema-stable, secret-safe, pagination-complete JSON for MCP and CLI agents.
Aegis Memory
Secure context engineering for AI agents. Content security · integrity verification · trust hierarchy · ACE patterns. Self-hosted, Apache 2.0.
Booklib
Detects what your AI doesn't know about your project and fixes it. Post-training gap detection, runtime context injection via MCP.
AI Context OS
Persistent, inspectable memory that grows and refines over time. Built on files. Owned by you.
STiFLeR7/memex
mcp`. MIT licensed.
Agentic Engineering For Apache Kafka
AI agent skills for building, operating and troubleshooting Apache Kafka applications. Topic audit, consumer lag, schema review, security, connectors and DLQ
Aictx
Repo-local continuity runtime for AI coding agents. Helps them continue from the same inspectable work state instead of starting cold. Stop onboarding your coding agents like rook…
Activity Frames
Episodic memory for AI agents. Records your screen locally, compiles it into structured activity frames, serves them over MCP. No cloud, no LLM in the loop.
Contextrot
Find out where your coding agent starts degrading. Personal context-rot analytics from your own sessions - 100% local, zero-config: uvx contextrot
ContextAtlas
ContextAtlas — context infrastructure for AI coding agents: hybrid retrieval, project memory and retrieval observability via CLI, MCP server or embeddable library. Tree-sitter ind…
Sync Legacy
The agent harness you steer — structured context, automatic staleness gates, and block-by-block review, all bound to your code. Local-first, MCP-native, open source.
Fava Trails
🫛👣 FAVA Trails — Git-native, curated memory for AI agents via MCP. Draft isolation, promotion gate, thought lifecycle hooks, memory curation protocols, supersession chains.
DevProjex
Build safe, token-efficient codebase context for LLMs, AI chats, and coding agents — local-first GUI, TUI, CLI, and a read-only MCP server with Smart Ignore, secret/PII redaction,…