#model-context-protocol

🚀 The fast, Pythonic way to build MCP servers and clients.

A Go framework for building production agent systems with graph workflows, tools, memory, A2A, AG-UI, MCP, evaluation, and observability.

First gitlab mcp for you, building together

MCP server for Dynatrace Observability

Discover, govern and control access to MCP servers and agent skills across your organization

A MCP (Model Context Protocol) server for interacting with dbt.

Devopness: AI DevOps on your cloud. Deploy apps, infra and CI/CD. Any cloud and any stack, one MCP. Deterministic API, opinionated and fully configurable. No cloud credentials in AI chats. Free plan.

Cutting-edge tools powering Angular full-stack development.

The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers, and automation tools available on the Apify Store.

The Unofficial and Awesome Home Assistant MCP Server

One TypeScript interface for 24+ LLM providers — swap providers without rewriting. MCP-native (58+ servers), voice (TTS/STT/realtime), RAG, memory, file processors. Production-origin: powers Tara, Yama, and Clairvoyance at Juspay.

An MCP adapter that bridges the Abilities API to the Model Context Protocol, enabling MCP clients to discover and invoke WordPress plugin, theme, and core abilities programmatically.

Fail-closed execution firewall for AI agents: quarantine MCP tools, proxy OpenAI-compatible requests, emit signed receipts, and verify EvidencePacks offline.

CloudBase MCP - Connect CloudBase to your AI Agent. Go from AI prompt to live app.

Tool for validating Grafana community plugins

Model Context Protocol (MCP) Server for the Keboola Platform

Model Context Protocol (MCP) Server for the Keboola Platform

React data visualization library for streaming, networks, and AI-assisted development

ToolHive's registry catalog of MCP servers

Testing and evaluation platform to chat, inspect, and debug MCP servers, MCP apps, and ChatGPT apps.

No repository description published.

Fail-closed execution firewall for AI agents: quarantine MCP tools, proxy OpenAI-compatible requests, emit signed receipts, and verify EvidencePacks offline.

Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read

Deterministic, audit-grade multi-agent orchestration for AI agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, byte-identical replay with divergence detection, air-gap deploy. https://bernstein.run

Dev tools, optimized for agents. Structured, token-efficient MCP servers for git, test runners, npm, Docker, and more.

The missing linter and lsp for AI coding assistants. Validate CLAUDE.md, AGENTS.md, SKILL.md, hooks, MCP. Plugin for all major IDEs included, with autofixes.

Create and share 3D architectural projects.

🎯 All you need. Nothing you don't. Open source project management that works for you, not against you.