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Model Context Protocol

69 projects

Showing 36 of 69 projects

Filesystem
FilesystemTypeScript

A collection of reference implementations and community-built servers for the Model Context Protocol (MCP).

#sdk-examples#developer-tools#llm-integration
Stars90.1k
Forks11.6k
Last commit4 days ago
Knowledge Graph Memory
Knowledge Graph MemoryTypeScript

A collection of reference implementations and community-built servers for the Model Context Protocol (MCP).

#sdk-examples#developer-tools#llm-integration
Stars90.1k
Forks11.6k
Last commit4 days ago
goose
gooseRust

An open-source, extensible AI agent that runs locally for code, workflows, and automation with support for 15+ LLM providers.

#ai#desktop-app#ai-agent
Stars53.9k
Forks6.2k
Last commit2 days ago
playwright-mcp
playwright-mcpTypeScript

A Model Context Protocol server that enables LLMs to automate web browsers using Playwright's accessibility tree.

#playwright#ai-agents#accessibility
Stars36.8k
Forks3.1k
Last commit2 days ago
GitHub
GitHubGo

GitHub's official MCP server that connects AI tools to GitHub's platform for repository management, issue automation, and code analysis.

#developer-tools#ai-agents#ci-cd
Stars32.7k
Forks4.9k
Last commit1 day ago
repomix
repomixTypeScript

Pack your entire codebase into a single AI-friendly file for analysis by LLMs like Claude, ChatGPT, and Gemini.

#ai#developer-tools#openai
Stars28.2k
Forks1.5k
Last commit1 day ago
Go-micro
Go-microGo

A Go framework for building distributed microservices with built-in RPC, service discovery, data modeling, and AI agent integration via MCP.

#ai#distributed-systems#data-modeling
Stars23.1k
Forks2.4k
Last commit2 days ago
voltagent
voltagentTypeScript

An end-to-end AI agent engineering platform with an open-source TypeScript framework and a production-ready observability console.

#tts#ai#chatbots
Stars10.6k
Forks1.1k
Last commit10 days ago
AWS Documentation
AWS DocumentationPython

A suite of specialized MCP servers that provide AI applications with access to AWS documentation, contextual guidance, and best practices.

#mcp-tools#cloud-development#mcp-host
Stars9.7k
Forks1.7k
Last commit2 days ago
Jupyter AI
Jupyter AIPython

An open-source JupyterLab extension that connects AI agents to computational notebooks via the Agent Client Protocol.

#jupyterlab-extension#developer-tools#agent-client-protocol
Stars4.4k
Forks531
Last commit2 days ago
AI Game Developer
AI Game DeveloperC#

An MCP server and plugin that connects AI agents like Claude and Cursor to Unity for AI-assisted game development and runtime AI integration.

#ai#ai-integration#ai-assistant
Stars4.2k
Forks373
Last commit2 days ago
Basic Memory
Basic MemoryPython

A local-first knowledge base that enables AI assistants to persistently read and write structured notes using the Model Context Protocol.

#semantic-search#ai#personal-knowledge-base
Stars3.9k
Forks274
Last commit1 day ago
MCP Java SDK
MCP Java SDKJava

The official Java SDK for building and consuming Model Context Protocol servers and clients, enabling Java apps to interact with AI models.

#asynchronous-programming#json-rpc#ai-integration
Stars3.7k
Forks1.1k
Last commit2 days ago
Azure MCP
Azure MCPC#

Official Microsoft MCP server implementations for AI-powered data access and tool integration across Azure, Fabric, and Microsoft 365.

#developer-tools#ai-integration#azure
Stars3.6k
Forks611
Last commit2 days ago
Gemini CLI Tips by Addy Osmani
Gemini CLI Tips by Addy Osmani

A collection of ~30 pro-tips for effectively using Gemini CLI, an open-source AI assistant for agentic coding in the terminal.

#agentic-ai#terminal-automation#open-source
Stars2.4k
Forks105
Last commit10 months ago
gemini-mcp-tool
gemini-mcp-toolTypeScript

An MCP server that connects AI assistants like Claude to Google Gemini CLI for large file analysis and codebase understanding.

#large-file-processing#ai#codebase-analysis
Stars2.3k
Forks198
Last commit1 month ago
MCP Memory Service
MCP Memory ServicePython

Open-source persistent memory backend for AI agent pipelines with REST API, knowledge graph, and autonomous consolidation.

#persistent-memory#semantic-search#multi-agent-systems
Stars1.9k
Forks295
Last commit
pawurb/hotpath
pawurb/hotpathRust

A Rust performance profiler and monitoring toolkit for real-time time, memory, and async data flow analysis.

#mpsc#channels-monitoring#profiler
Stars1.7k
Forks50
Last commit1 day ago
Atomic Chat
Atomic ChatTypeScript

An open-source ChatGPT alternative that runs 100% offline on your computer with local LLMs or cloud model connections.

#desktop-application#privacy-first#desktop-app
Stars1.4k
Forks164
Last commit2 days ago
MongoDB MCP Server
MongoDB MCP ServerTypeScript

A Model Context Protocol server that enables AI assistants to interact with MongoDB databases and Atlas clusters.

#stream-processing#cli-tool#mongodb-atlas
Stars1.1k
Forks285
Last commit2 days ago
Bernstein
BernsteinPython

A declarative orchestrator that breaks coding goals into parallel tasks, assigns them to any AI agent, verifies output, and merges results.

#agentic-workflow#orchestrator#ai-coding-agents
Stars1.1k
Forks155
Last commit1 day ago
gcloud
gcloudTypeScript

An MCP server that enables AI assistants to interact with Google Cloud via the gcloud CLI using natural language.

#devops-tools#natural-language-interface#model-context-protocol
Stars901
Forks83
Last commit1 day ago
MCP-NixOS
MCP-NixOSPython

An MCP server that provides AI assistants with accurate, real-time access to NixOS packages, options, documentation, and community resources.

#flakehub#developer-tools#ai-integration
Stars825
Forks45
Last commit2 days ago
Frontman
FrontmanReScript

An AI coding agent that lives in your browser, letting you edit frontend source files by clicking elements and describing changes in plain English.

#astro#ai#developer-tools
Stars689
Forks50
Last commit1 day ago
LlmTornado
LlmTornadoC#

A .NET provider-agnostic SDK for building, orchestrating, and deploying AI agents and workflows with 30+ built-in API connectors.

#provider-agnostic#agents-sdk#workflow
Stars639
Forks112
Last commit20 days ago
Simone
SimoneTypeScript

A project management framework for AI-assisted development with Claude Code, providing structured prompts and tools.

#ai-assisted-development#developer-tools#workflow-automation
Stars557
Forks46
Last commit1 year ago
tfmcp
tfmcpRust

An experimental CLI tool that enables AI assistants to manage and operate Terraform environments via the Model Context Protocol (MCP).

#devops#cli-tool#security
Stars371
Forks29
Last commit3 days ago
flutter-skill
flutter-skillDart

AI-powered end-to-end testing for 10 platforms using natural language, with zero configuration and no test code required.

#accessibility-tree#ai#ios
Stars364
Forks54
Last commit5 days ago
Pydantic Resolve
Pydantic ResolvePython

A Python library for declarative data assembly and N+1 query elimination in Pydantic models using DataLoader patterns.

#fastapi#declarative-programming#orm
Stars326
Forks12
Last commit1 month ago
n8n_agent
n8n_agentJavaScript

An LLM-based AI agent that generates n8n automation workflows from a single text prompt using vector search and knowledge graphs.

#ai-agent#n8n#workflow-automation
Stars246
Forks33
Last commit1 year ago
/code_analysis
/code_analysisJavaScript

An LLM-based AI agent that generates n8n automation workflows from a single text prompt.

#ai-agent#n8n#workflow-automation
Stars246
Forks33
Last commit1 year ago
MCP MariaDB Server
MCP MariaDB ServerPython

A Model Context Protocol server for MariaDB that enables AI assistants to query databases and perform semantic search using vector embeddings.

#semantic-search#python-server#vector-database
Stars201
Forks80
Last commit27 days ago
goai
goaiGo

A Go SDK for AI applications providing a unified API across 22+ providers with streaming, structured output, and MCP support.

#ai#go-sdk#structured-output
Stars195
Forks28
Last commit2 days ago
AWS MCP Server
AWS MCP ServerPython

A lightweight MCP server that enables AI assistants like Claude to execute AWS CLI commands in a safe containerized environment.

#containerized-execution#cloud-infrastructure#aws-cli
Stars186
Forks33
Last commit6 months ago
FirstData
FirstDataPython

A comprehensive, structured knowledge base of authoritative open data sources designed for AI agents to access and verify primary evidence.

#ai#evidence-chain#data-sources
Stars182
Forks32
Last commit20 days ago
gemini-cli-mcp-openai-bridge
gemini-cli-mcp-openai-bridgeTypeScript

A server that extends Google Gemini CLI with MCP toolkit and OpenAI-compatible API bridge for third-party tool integration.

#tool-integration#ai-tools#api-bridge
Stars138
Forks29
Last commit
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