claude 模型上下文协议示例

Direct Logseq integration enabling LLMs to control and organize knowledge graphs—create pages, manipulate blocks, and retrieve structure with prompts and APIs for automation.

Bridges Ollama with Claude Desktop and other clients for local model discovery, quick introspection, and interactive querying.

Azure DevOps integration enabling Claude/Cline to manage work items, pipelines, boards, and wikis via natural language workflows with PAT-based security.

Provides hourly weather forecasts via AccuWeather API with simple .env setup and minimal protocol integration.

MCP server delivering access to Sefaria Jewish texts, commentaries, and learning schedules via a standardized interface for LLMs.

Lightweight MCP-based FFmpeg assistant exposing core video processing tasks via MCP with image-sequence to video, watermarking, and frame extraction.

Weightless RL-driven, multi-agent code review with cross-validation, grounded findings, adaptive dispatch, and memory-enabled prompts.

Automates generation of nine agent-facing formats from a single OpenAPI spec, with security checks and pluggable emitters.

Local-first hybrid semantic code search with syntax-aware chunking and dependency context for fast, precise cross-repo queries.

Ready-to-use .claude configuration for Python projects: agents, skills, commands, rules, and MCP server templates for Claude Code.

A WinDbg plugin that turns the current debugging session into an MCP server for command docs, debugger actions, and AI-assisted analysis.

Your personal knowledge MCP engine. Up-to-date, local-first, low-hallucination.

Multi-Model chat, code review and analysis MCP Server for Claude Code

The Self-Improving MCP Server - Agents write code to orchestrate multiple MCP servers with intelligent TypeScript execution and auto-augmentation

MCP server to control and program the Commodore 64 Ultimate or VICE.

MCP server for AI-powered UI component discovery on ui-layouts.com — search, docs, metadata, and TSX source in one pipeline.

A CLI tool that intelligently discovers, validates, and selects MCP (Model Context Protocol) server configurations for Claude Code.

MCP Server for use with ember projects

A Model Context Protocol (MCP) server implementation that provides AI agents with programmatic access to Prometheus metrics via a unified interface.

Model Context Protocol server for Rollbar

A Python library to interact with LLMs via mcp.run, supporting multiple providers and structured outputs with Pydantic models.

Language to Maps

Drop-in tool-suite for AI coding agents with encoding-aware edits, smart indentation, and a comprehensive, privacy-conscious feature set.