37 个#context MCP 服务器和客户端

Awesome MCP Servers

appcypher

Awesome MCP Servers - A curated list of Model Context Protocol servers

Kubernetes MCP Server

manusa

Model Context Protocol (MCP) server for Kubernetes and OpenShift

ctx: The missing link between your codebase and your LLM. Context as Code (CaC) tool with MCP server inside.

context-hub

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 codebase into structured documents that can be easily shared with AI assistants.

Podman MCP Server

manusa

Model Context Protocol (MCP) server for container runtimes (Podman and Docker)

DevContext: Autonomous Context Awareness Model-Context-Protocol (MCP) Server

aurda012

DevContext is a cutting-edge Model Context Protocol (MCP) server designed to provide developers with continuous, project-centric context awareness. Unlike traditional context systems, DevContext continuously learns from and adapts to your development patterns and delivers highly

Code Context Provider MCP

AB498

MCP server that provides code context and analysis for AI assistants. Extracts directory structure and code symbols using WebAssembly Tree-sitter parsers with Zero Native Dependencies.

Evermemos Mcp

tt-a1i

Universal long-term memory layer for AI coding assistants, powered by EverMemOS.

Mcp Memory Bank

bsmi021

A powerful, production-ready context management system for Large Language Models (LLMs). Built with ChromaDB and modern embedding technologies, it provides persistent, project-specific memory capabilities that enhance your AI's understanding and response quality.

MCP Link: Empowering AI Agents with Real-World Tools 🌐🤖

10210wkkw

Let AI agents like ChatGPT & Claude use real-world local/remote tools you approve via browser extension + optional MCP server

Markdown Rules

valstro

The portable alternative to Cursor Rules and IDE-specific rules.

Coderide

PixdataOrg

CodeRide eliminates the context reset cycle once and for all. Through MCP integration, it seamlessly connects to your existing AI coding workflow, enhancing how you vibe code. Once connected, CodeRide transforms your development tasks into a structured Kanban, where each task pre

Crosmos

crosmos-labs

Persistent memory for AI agents. Give your coding assistant organizational context that compounds — search memories with hybrid retrieval, store anything with auto entity extraction, and query a living knowledge graph that gets smarter over time.

*One workspace for your prompts, documents, and collections — accessible from every AI client you use.*

Paste MCP

pasteapp

Use Paste clipboard history as context in AI tools. Find copied notes, links, files, and screenshots, work with saved items, and organize useful context into pinboards. Runs locally on your Mac through Paste's built-in MCP server.

Aegis

fuwasegu

A deterministic context compiler for AI coding agents. Aegis replaces RAG with a Directed Acyclic Graph (DAG) to strictly enforce software architecture and reduce token consumption by up to 12x.

Contextforge

alfredoizdev

Persistent memory MCP server for Claude. Store decisions, code snippets, and knowledge that

AI Agent Context Versioning and Synchronization

Ctxnest

safiyu

Local Brain/Hands/Eyes loop for AI coding agents. Persistent markdown knowledge vault with FTS5 search, sandboxed command execution via project-defined tools, and a feedback journal that compounds every session. 46 MCP tools. 100% local, 0% egress.

Local-first AI context and memory server for cross-tool coding continuity. MindSwap helps coding agents and developers persist project context, search prior decisions, manage structured memory, resume work across sessions, and keep MCP-compatible tools aligned through one shared

Awesome MCP Servers

Techiral

Awesome MCP Servers - A curated list of Model Context Protocol servers

Stop re-explaining yourself to agents. Give it the right context right when it is needed.

Context Capsule

Johnny-Z13

Portable context for agent workflows — structured handoff packets for AI agents

Universal infinite memory layer for Developer AI assistants. One shared brain across Claude, Cursor, Windsurf & more. 100% local, built on MCP standard. Stop re-explaining context

Minimal MCP (Model Context Protocol) HTTP server for AGENTS.md and structured tasks, with versioned history (logs/revert) and an ephemeral scratchpad, exposed over a Streamable HTTP endpoint. The scratchpad can also be used to spawn context isolated subagents (via Gemini, OpenAI,

🌞 A dedicated MCP server purpose-built for agent conversation summarization.

Contorium

ContoriumLabs

Runtime Cognitive Cortex for AI coding workflows.

Consult7

szeider

Consult7 allows your agent to leverage models with massive context windows to analyze large codebases/ document collections

Claude Server MCP

davidteren

Claude Server is an MCP implementation that enhances Claude's capabilities by providing sophisticated context management across sessions, enabling persistent knowledge organization through hierarchical project contexts and continuous conversation threads stored in a well-structur

Constellation

ShiftinBits

Your AI agents don't understand your codebase. Upgrade from text search to code understanding.

Build and deploy remote MCP servers to AWS EC2

tadeodonegana

Build and deploy Remote Model Context Protocol (MCP) servers to AWS EC2

Kelnix Datamind Curator

kelnixsolutions

AI-Ready Data & Context Engineering API. Connect any data source — PostgreSQL, CRMs, APIs — and get clean, structured, AI-ready data in seconds. Natural language queries, semantic vector search, automated PII redaction, deduplication, and AI-powered context building for RAG pipel

AI_README MCP Server

Draco-Cheng

AI_README MCP Server is a Model Context Protocol (MCP) server that helps AI assistants understand your project conventions through dedicated AI_README.md guide files. It automatically discovers, routes, and manages these files so AI can generate consistent, high-quality code that

Oi

carhaix

One shared AI setup for your team. Stop losing prompts in chats and docs. Save one shared setup, tailor it for your team, and use it across ChatGPT, Codex, Claude, Figma, and more.

A powerful Model Context Protocol (MCP) server using gemini embedding 3 that transforms any local directory into an ultrafast, visually-aware spatial search engine for AI agents.

ScreenMonitorMCP - Revolutionary AI Vision Server

MCP Context Template

currenjin

🪱 MCP Context Template is a repository designed to centrally manage AI tools (MCP) to reduce context sharing costs and improve development productivity.