Awesome Mcp Servers

The fastest path to AI-powered full stack observability, even for lean teams.

GitHub's official MCP Server

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.

A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent

Hindsight: Agent Memory That Learns

The Cloud-Native API Gateway and AI Gateway

MCP Toolbox for Databases is an open source MCP server for databases.

:file_folder: File Management Platform / Universal Data Access Layer (without FUSE)

Automatically provision and manage TLS certificates in Kubernetes

🤖 AI Gateway | AI Native API Gateway

[mirror] Go Tools

Development environments for coding agents. Enable multiple agents to work safely and independently with your preferred stack.

MCP server for Grafana

All-in-one platform for search, recommendations, RAG, and analytics offered via API

One SQL interface for 60+ tools (e.g., GitHub, Notion, Airtable). Plug into any LLM through MCP.

The Terraform MCP Server provides seamless integration with Terraform ecosystem, enabling advanced automation and interaction capabilities for Infrastructure as Code (IaC) development.

One place to manage & connect to all your MCP servers

ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a conceptual fork of OrientDB, the first Multi-Model DBMS. ArcadeDB supports Vector Embeddings.

一款轻量级、跨平台的 Mini Kubernetes AI Dashboard，支持大模型+智能体+MCP(支持设置操作权限)，集成多集群管理、智能分析、实时异常检测等功能，支持多架构并可单文件部署，助力高效集群管理与运维优化。

Convert Any OpenAPI V3 API to MCP Server

The AI-powered toolkit that grows your YouTube channel on autopilot.

Universal MCP-Server for your Databases optimized for LLMs and AI-Agents.

Open source local-first PR scanner that finds dead code, security bugs, secrets, quality regressions, and AI-code mistakes before merge. For first timers refer to https://duriantaco.github.io/skylos/repo-map/

A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.

Telegram MCP for managing dialogs, messages, drafts, read statuses, and more.

(S)AGE - (Sovereign) Agent Governed Experience

Dockerized MCP Server to allow your AI agent to access any API with existing api docs

🏠 Manage your homelab from chat. Single binary, zero dependencies.

kom 是一个用于 Kubernetes 操作的工具，SDK级的kubectl、client-go的使用封装。并且支持作为管理k8s 的 MCP server。 它提供了一系列功能来管理 Kubernetes 资源，包括创建、更新、删除和获取资源，甚至使用SQL查询k8s资源。这个项目支持多种 Kubernetes 资源类型的操作，并能够处理自定义资源定义（CRD）。 通过使用 kom，你可以轻松地进行资源的增删改查和日志获取以及操作POD内文件等动作。

High-performance, multi-protocol mock server. HTTP, WebSocket, gRPC, MQTT, SSE, GraphQL, SOAP in one binary.

Active Socket based MCP Server for Ghidra

High-performance SQL parser, formatter, linter & security scanner for Go - 1.5M+ ops/sec, multi-dialect, zero-copy, race-free

Model Context Protocol (MCP) server for Go using gopls – LSP-powered analysis, tests, coverage, and tooling.

eBPF agent and MCP server for GPU causal observability

Enable MCP features for any Gin API with a line of code

MCP server that orchestrates language servers into agent-native workflows. 65 tools, 30 CI-verified languages.

HitKeep is privacy-first analytics for humans and AI agents, self-hosted or in managed EU/US cloud regions.

mcp-difyworkflow-server is an mcp server Tools application that implements the query and invocation of Dify workflows, supporting the on-demand operation of multiple custom Dify workflows.

The missing context layer for AI-assisted refactoring

Fast, elegant SSH connection manager with a TUI dashboard and MCP server

🐕 Linux security audit tool

Official MCP Server for Buildkite.

Upload, Update or Schedule videos on Youtube with the help of AI

Open-source AI agent orchestration platform — self-hosted mission control for autonomous multi-agent systems. Visual DAG workflows, 450+ MCP tools, human-in-the-loop approvals. Works with Claude, GPT-4o, Gemini, Ollama, Codex.

MCP Server for the Bitrise API, enabling app management, build operations, artifact management and more.

An MCP server application that sends various types of messages to the WeCom group robot.

a web logging proxy for MCP client-server communication

Model Context Protocol server for Cyclops

A Model Context Protocol (MCP) server written in Go that empowers AI agents and Large Language Models (LLMs) to seamlessly interact with Kanboard. It transforms natural language commands into Kanboard API calls, enabling intelligent automation of project, task, and user management, streamlining workflows, and enhancing productivity.

Turn any GraphQL endpoint into a set of MCP tools