Servers
MCP servers from the registry, REST APIs and open-source projects, at their latest versions: how each is reached, what it needs, and how it runs.
6 193 servers
| server | description | tier | score | tools | |
|---|---|---|---|---|---|
| kubefwdio.github.txn2/kubefwd · v1.25.18 | Kubernetes port forwarding for local development with automatic /etc/hosts entries. |
other | 95 | failed | |
| MCP Toolbox for Databasesio.github.googleapis/mcp-toolbox · v1.14.0 | MCP Toolbox for Databases enables your agent to connect to your database. |
other | 95 | unprobed | |
| Omiio.docker.mcp/omi · v144a166dda34 | A Model Context Protocol server for Omi interaction and automation. This server provides tools to read, search, and manipulate Memories and Conversations. |
other | 95 | unprobed | |
| FunASRio.github.modelscope/funasr-mcp · v0.1.2 | Transcribe local audio with FunASR and SenseVoice using private, on-device inference. |
other | 95 | unprobed | |
| MCP Toolbox for Databasesio.github.googleapis/genai-toolbox · v0.31.0 | MCP Toolbox for Databases enables your agent to connect to your database. |
other | 95 | unprobed | |
| maxkbio.github.1panel-dev/maxkb · v | project 🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。 |
other | 95 | unprobed | |
| browser-tools-mcpio.github.agentdeskai/browser-tools-mcp · v | project Monitor browser logs directly from Cursor and other MCP compatible IDEs. |
other | 95 | unprobed | |
| data-api-builderio.github.azure/data-api-builder · v | project Data API builder provides modern REST, GraphQL endpoints and MCP tools to your Azure Databases and on-prem stores. |
other | 95 | failed | |
| nightingaleio.github.ccfos/nightingale · v | project Open-source, self-hosted alerting for metrics, logs, and databases. Includes a built-in AI agent and MCP server. |
other | 95 | unprobed | |
| gemini-cliio.github.google-gemini/gemini-cli · v | project An open-source AI agent that brings the power of Gemini directly into your terminal. |
other | 95 | unprobed | |
| agentsio.github.inkeep/agents · v | project Create AI Agents in a No-Code Visual Builder or TypeScript SDK with full 2-way sync. For shipping AI assistants and multi-agent AI workflows. |
other | 95 | failed | |
| lemonadeio.github.lemonade-sdk/lemonade · v | project Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://discord.gg/5xXzkMu8Zk |
other | 95 | unprobed | |
| mcp-useio.github.mcp-use/mcp-use · v | project The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents. |
other | 95 | unprobed | |
| flint-chartio.github.microsoft/flint-chart · v | project 🪄 Flint is a visualization language that lets AI agents reliably create expressive, good-looking charts from simple, human-editable chart specs. |
other | 95 | failed | |
| sembleio.github.minishlab/semble · v | project Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read |
other | 95 | unprobed | |
| php-sdkio.github.modelcontextprotocol/php-sdk · v | project The official PHP SDK for Model Context Protocol servers and clients. Maintained in collaboration with The PHP Foundation. |
other | 95 | failed | |
| quantdingerio.github.openbyteinc/quantdinger · v | project Open-source AI Trading OS, agent trading, and vibe trading, with Jev System One integration. Research, build Python strategies, backtest, and paper/live trade across crypto, stocks, and forex. Launch … |
other | 95 | unprobed | |
| osaurusio.github.osaurus-ai/osaurus · v | project Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptographic identity. Built in Swift. Fully offline. Open source. |
other | 95 | unprobed | |
| trigger.devio.github.triggerdotdev/trigger.dev · v | project Trigger.dev – build and deploy durable AI agents and workflows |
other | 95 | unprobed | |
| unstractio.github.zipstack/unstract · v | project LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows |
other | 95 | unprobed | |
| GoModelio.github.ENTERPILOT/gomodel · v0.1.103 | Self-hosted gateway aggregating upstream MCP servers behind one authenticated HTTP endpoint. |
other | 94 | failed | |
| Radar Kubernetes MCP Serverio.github.skyhook-io/radar · v1.17.0 | Kubernetes MCP server for diagnosis, resource management, GitOps, and RBAC-enforced operations. |
other | 94 | unprobed | |
| SafeDep Vet MCPio.github.safedep/vet-mcp · v1.20.0 | Protect your AI agents and IDEs from malicious open-source packages. |
other | 94 | failed | |
| archestraio.github.archestra-ai/archestra · v | project Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator |
other | 94 | unprobed | |
| openharnessio.github.autonomous-ai/openharness · v | project The ultimate harness for coding agents and beyond. All your agents. All your machines. One command center. Start with code, then follow your curiosity and build across disciplines: CAD, circuits, robo… |
other | 94 | failed | |
| daguio.github.dagucloud/dagu · v | project Self-hostable workflow orchestrator for teams whose main work isn't orchestration. Declarative YAML over your scripts, SSH commands, containers, etc; keep workflows separate from business logic. One b… |
other | 94 | unprobed | |
| openopsio.github.openops-cloud/openops · v | project The batteries-included, No-Code FinOps automation platform, with the AI you trust. |
other | 94 | failed | |
| Scaleway MCP serverio.github.scaleway/scaleway-mcp · v2.65.1 | Scaleway MCP server for interacting with the Scaleway APIs |
other | 93 | failed | |
| LINQ to DBio.github.linq2db/linq2db.cli · v6.5.0 | Inspect database schemas and execute SQL queries across multiple database providers with LINQ to DB. |
other | 93 | unprobed | |
| cortexio.github.cortex-docs/cortex · v | project Cortex - Generates interactive API documentation, typed SDKs, and MCP servers from OpenAPI, AsyncAPI, GraphQL, gRPC, OpenRPC, and Markdown. |
other | 93 | unprobed | |
| toolkitio.github.getsentry/toolkit · v | project Agentic tooling for Sentry |
other | 93 | failed | |
| mcp-for-beginnersio.github.microsoft/mcp-for-beginners · v | project This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for… |
other | 93 | failed | |
| wassetteio.github.microsoft/wassette · v | project Wassette: A security-oriented runtime that runs WebAssembly Components via MCP |
other | 93 | failed | |
| ruby-sdkio.github.modelcontextprotocol/ruby-sdk · v | project The official Ruby SDK for the Model Context Protocol servers and clients. |
other | 93 | failed | |
| neoio.github.neomjs/neo · v | project Neo.mjs is a self-evolving software organism: a professional end-to-end AI engineering team whose cross-model swarm inhabits live apps via Neural Link, Active Hybrid GraphRAG, DreamService, and self-h… |
other | 93 | unprobed | |
| okf-agent-memoryio.github.okf-memory/okf-agent-memory · v | project Git-native persistent memory for AI coding agents. Implements Google OKF v0.2 with sub-300µs in-memory BM25 search, embedded MCP server, and progressive disclosure. Slashes token bloat by 80% with zer… |
other | 93 | failed | |
| solonio.github.opensolon/solon · v | project 🔥 Java enterprise application development framework for full scenario: Restrained, Efficient, Open, Ecologicalll!!! 700% higher concurrency 50% memory savings Startup is 10 times faster. Packing 90% s… |
other | 93 | unprobed | |
| silexio.github.silexlabs/silex · v | project Silex is an online tool for visually creating static sites with dynamic data. With the free/libre spirit of internet, together. |
other | 93 | unprobed | |
| Redisio.docker.mcp/redis · v53df2bcb7754 | Access to Redis database operations. |
other | 92 | 53 | |
| SonarQube MCP Serverio.github.SonarSource/sonarqube-mcp-server · v1.21.0 | Analyze code quality and security with SonarQube Server or Cloud directly in AI assistants. |
other | 92 | 18 | |
| LINEio.docker.mcp/line · vada7c33eac55 | other | 92 | 12 | ||
| skybridgeio.github.alpic-ai/skybridge · v | project Skybridge is a full-stack TypeScript framework for MCP Apps and ChatGPT Apps. Type-safe. React-powered. Platform-agnostic. |
other | 92 | unprobed | |
| fusioio.github.apioo/fusio · v | project Self-Hosted API Management for Builders |
other | 92 | failed | |
| flux-operatorio.github.controlplaneio-fluxcd/flux-operator · v | project GitOps on Autopilot Mode |
other | 92 | failed | |
| capaio.github.infragate/capa · v | project One capabilities.yaml wires skills, tools, rules, sub-agents, MCP servers, and plugins into Cursor, Claude Code, Codex, Windsurf, GitHub Copilot, and 30+ other AI coding agents |
other | 92 | failed | |
| inspectorio.github.mcpjam/inspector · v | project Testing and evaluation platform to chat, inspect, and debug MCP servers, MCP apps, and ChatGPT apps. |
other | 92 | unprobed | |
| trypostio.github.trypostit/trypost · v | project Open-source social media scheduler built for AI agents and the teams behind them. Create, schedule and publish posts to every network through MCP or the REST API, or write them yourself in a composer … |
other | 92 | failed | |
| OfficeIMO Document Toolsio.github.EvotecIT/officeimo · v3.5.1 | Inspect, search, fetch, and convert local documents and mail stores with bounded access. |
other | 91 | failed | |
| mcpio.github.kubeshark/mcp · v53.5.0 | Real-time Kubernetes network traffic visibility and API analysis for HTTP, gRPC, Redis, Kafka, DNS. |
other | 91 | unprobed | |
| MATLAB MCP Serverio.github.matlab/matlab-mcp-server · v0.13.1 | Connect AI coding agents to MATLAB. Run code, tests, and analysis via MCP. |
other | 91 | unprobed |