AI / ML
| Server | Language | Stars | Downloads |
|---|---|---|---|
| mcp-odoo-for-finance Model Context Protocol (MCP) server for Odoo integration for finance, allowing AI agents to access and manipulate Odoo data through a standardized interface. | Python | 14 | — |
| mcp-omnisearch MCP server for integrating Omnisearch with LLMs | TypeScript | — | — |
| MCP-OpenStack-Ops 90+ production-safe OpenStack tools for AI agents via MCP. Project-scoped & read-only by default. Works with Claude, Open WebUI & any MCP client. FastMCP + OpenStack SDK. Available on PyPI, Docker Hub & Smithery. | Python | 25 | — |
| mcp-outline A Model Context Protocol (MCP) server enabling AI assistants to interact with Outline documentation services. | Python | 145 | — |
| MCP-Packet-Tracer AI-powered Cisco Packet Tracer automation using MCP. Generate, validate and deploy full network topologies (OSPF, DHCP, EIGRP, RIP) from natural language prompts. | Python | 35 | — |
| mcp-panther Write detections, investigate alerts, and query logs from your favorite AI agents | Python | 44 | — |
| mcp-perplexity-search MCP server for Perplexity search | TypeScript | — | — |
| mcp-playground A Streamlit-based chat app for LLMs with plug-and-play tool support via Model Context Protocol (MCP), powered by LangChain, LangGraph, and Docker. | Python | 45 | — |
| mcp-playwright-ai | — | — | — |
| mcp_plexus Secure, Multi-Tenant MCP Server Framework for Modern AI | Python | 30 | — |
| mcp-pointer MCP tool: let you point at DOM elements for your favorite agentic coding tool. Let AI see what you see. | TypeScript | 574 | — |
| mcp-portfolio-ideas MCP Portfolio Ideas helps you expand your LLM conversations with solid financial tools, efficient thinking, and relevant data. | — | — | — |
| mcp-probe-kit mcp-probe-kit is a protocol-level toolkit designed for developers who want AI to truly understand their project's intent. It's not just a collection of 21 tools—it's a context-aware system that helps AI agents grasp what you're building. | — | — | — |
| mcp-prometheus Model Context Protocol (MCP) server for Prometheus monitoring | TypeScript | — | — |
| mcpproxy-go Supercharge AI Agents, Safely | Go | 211 | — |
| mcp-rag-server mcp-rag-server is a Model Context Protocol (MCP) server that enables Retrieval Augmented Generation (RAG) capabilities. It empowers Large Language Models (LLMs) to answer questions based on your document content by indexing and retrieving relevant information efficiently. | TypeScript | 31 | — |
| mcp-registry A central registry and HTTP interface for coordinating Model Context Protocol (MCP) servers. | Python | 35 | — |
| mcp-ripgrep An MCP server to wrap ripgrep | TypeScript | — | — |
| MCP-RLM MCP-RLM is an open-source implementation of the Recursive Language Models (RLMs) architecture introduced by researchers at MIT CSAIL (Zhang et al., 2025) | Python | 13 | — |
| mcp-router A Unified MCP Server Management App (MCP Manager). | TypeScript | 2.0k | — |
| mcpsafetywarden A security layer for MCP wraps any MCP server to add behavioral profiling, LLM-powered security scanning, schema tamper detection, risk gating, cross-tool exfiltration analysis and lot more. Drop it in front of your existing MCP servers to get visibility into what tools are actually doing before they do it. | — | — | — |
| mcp-scanner Scan MCP servers for potential threats & security findings. | Python | 916 | — |
| mcp-screenshot-website-fast Quickly screenshots webpages and converts to an LLM friendly size | JavaScript | 106 | — |
| mcp-sdk-client-ssejs Client transport alternative of @modelcontextprotocol/sdk/client base on sse.js. The main purpose is make it working on React Native with llama.rn. | TypeScript | 0 | — |
| mcp-searxng MCP server for SearXNG integration | TypeScript | 770 | — |