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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.
Context Diamond
Auditable context capsules for LLM handoffs, coding agents, and OpenCode MCP workflows.
Axme Code
Persistent memory, architectural decision enforcement, pre-execution safety hooks, and session handoff for Claude Code. MCP server plugin for AI coding agents.
AI Context Hierarchy
Three-level context hierarchy for AI coding agents — featured in Graphify v5.0 roadmap. Stop re-explaining your codebase every session. Works with Claude Code, Cursor, Codex, Gemi…
Largefile
MCP server for reading, searching, and editing files too large for LLM context windows
Context Router
Memory-aware context engine for AI coding agents — up to 91% fewer tokens, 17/18 rank-1 across 6 OSS projects. MCP-native, multi-repo, with persistent observations & decisions.
Squish Memory
Local-first memory runtime for AI agents. One command to connect Claude Code, Codex, ChatGPT, MCP workflows, and local agents.
AgentLoop
Local agent orchestration for solo developers running long tasks without babysitting: fresh worker and critic cycles, files as memory, multi-task plans with git checkpoints, a liv…
Learnstead
Local LLM·RAG·AI Agent·바이브 코딩을 개념부터 실습과 검증까지 다루는 학습 자료
Sample Okf LLM Wiki
Data Wiki turns data into portable knowledge bundles following Open Knowledge Format (OKF) and serves them to AI agents over the Model Context Protocol (MCP).
Opencode Raven
Opencode-Raven keeps noisy tool work behind a focused Raven agent, so your main model gets compact answers instead of raw search results, docs pages, GitHub examples, MCP output,…
Engineering Os
Your AI finally remembers your codebase
Khive
A knowledge graph your AI agents build, query, and grow. Built for agents that need structure beyond vectors
Create Pg Super Document
create_pg_super_document is a project that generates documentation for all symbols in the PostgreSQL codebase, then utilizes these symbol documents to create high-quality document…
Ptah Extension
Provider-agnostic AI orchestration for VS Code. Intelligent workspace analysis, Code Execution MCP server, and project-adaptive multi-agent workflows — all natively integrated int…
Vexp Swe Bench
Open benchmark for AI coding agents on SWE-bench Verified. Compare resolution rates, cost, and unique wins.
Context Engineering Bootcamp
Context Engineering for LLMs: structured notes on RAG, system prompts, MCP, Agents, and Memory Management — compiled from multiple expert sources.
Themoltnet
Accountable authority for autonomous agents
Agents Lint
Your AGENTS.md is probably lying. Detect stale paths, dead npm scripts, outdated framework patterns, and context rot before they make your coding agents expensive and wrong.
Lorelum
Engineering knowledge infrastructure for AI coding agents.
Claude Code Antiregression Setup
Stop Claude Code from breaking your projects. Ready-to-use CLAUDE.md templates, subagents, hooks, and anti-regression configs.
Crmy
Governed context for customer-facing agents. CRMy gives AI agents trusted customer context and action boundaries in one briefing_get call. MCP-native. PostgreSQL-backed. Open sour…
AiduMEI
aiduMEI⚕爱嘟优忆思——aidu Memory Engine Insight · 智能体通用智慧引擎——Excellent memory system for all agents.
Openempiric
An event-sourced knowledge runtime for coding agents.
Odin Claude Plugin
Outline-Driven Development for Claude Code - 46 agents, 25+ skills, diagram-first methodology, AST-based editing, atomic commits.
AIngram
Local-first agent memory in one SQLite file: sqlite-vec/QJL two-pass vector + FTS5 search, knowledge graph (optional auto capture,) Ed25519-signed entries, and MCP server. No clou…
AGENTS.md Generator
Generate, preserve, and verify lean AGENTS.md, RUNBOOK.md, and machine-readable repo context for AI coding agents.
Ast MCP Server
Structural code MCP server and batch CLI for compact TypeScript/JavaScript reads and hash-bound AST edits.
Hermes Prime
Drift-prevention session-init convention card for fresh Claude Code sessions. Injects a self-contained card so a new session opens with its grounding triggers, calibration rules,…
MCP
The smelt MCP server: structure-aware, reversible context optimization as five stdio tools.
Sf Documentation Knowledge
Salesforce documentation knowledge system — collect, process, and serve SF docs for LLM agents via MCP + Context Engineering
Writing MCP
Local, deterministic MCP server for writing agents. Indexes InkOS/Markdown/TXT/EPUB into a rebuildable SQLite/FTS5 index and answers with SHA-256-verifiable evidence excerpts unde…
Dare CLI
DARE Framework - CLI, GraphRAG engine, MCP server and shared types in a single package
Memori
Durable memory for AI coding agents — persistent, queryable semantic memory exposed via the Model Context Protocol (MCP).
Brainrouter MCP Server
BrainRouter MCP server — the cognitive memory engine. Exposes recall, capture, focus scenes, persona, contradictions, skills, and graph queries as MCP tools for any MCP-speaking a…
Toolcapsule
AI-first workflow manager for heavy MCP tools with lazy Agent Skills and patchable runs.
Omni Context
MCP bridge and session handoff for AI coding assistants. Local dashboard formats Git state and full diffs into a handoff prompt; MCP exposes context://current. Task tools are an i…
MCP
Portable Model Context Protocol tool sources for Crux.
Server
MCP server library + ratel-mcp CLI: expose a Ratel tool catalog as a Model Context Protocol server. Manage upstream MCP servers, OAuth, and Claude Code import from one binary.
Openvisio Oss
No description published.
Novgraph
Open-source Novgraph client for coding agents: recorded intent, co-change context, ranked blast radius, architecture context, precise code discovery, continuous history, visible c…
Tostr
An agentic code context engine MCP+CLI which pre-compiles an llm-described AST in the .tost format, greatly reducing context bloat and token costs for agentic coding tasks
DeepLaw
DeepLaw 2.0：本地优先单用户 Agent Knowledge OS，融合自主长期记忆、Markdown-native 知识、可信 Ledger、有界上下文与可验证法律证据。
Bearing
An intel layer for AI coding agents that assumes its own rules might be wrong — and keeps the evidence. Authoritative north-stars the agent must cite, a task-core written before c…
AGENTS.md Generator
Generate, preserve, and verify lean AGENTS.md, RUNBOOK.md, and machine-readable repo context for AI coding agents.
Code Context Engine
MCP context engine for AI coding agents: a local code graph answers "which files does this task need?" — folded evidence packets instead of whole files. Recall 1.000 on repos it w…
Awesome Agent Harness
Agent = Model + Harness — the bilingual (EN/中文) curated list on harness engineering for AI PMs and agent product engineers: context, tools/MCP, skills, memory, evals, teardowns. A…
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.
Skilldex
Package manager and registry for skill packages - install, validate, score, and publish .skill packages with Code Harness integration via MCP
Omnex
Omnex is not a search tool. It is the memory substrate for the agentic era — the data layer that sits beneath AI agents, AI operating systems, and human-AI interaction. What exist…
LLM Playground
LLM Playground - Demo Solution