Production-ready MCP integrations for AI applications
Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale
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Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale
**English** | [中文](https://github.com/theriseunion/awesome-mcp-servers/blob/main/README_cn.md) # MCP Servers for Developers ## Introduction This document…
MCP-native memory layer for Claude Code, Cursor, Cline, Continue, and 16 other AI tools. Hybrid search (BM25 + pgvector + graph), self-hosted on Supabase +…
Persistent memory and continuity engine for Claude Code and AI agents.
# MCP Server Template (Python) [](https://www.python.org/downloads/) [![License…
<!-- * @Date: 2025-06-03 14:18:58 * @LastEditors: tianqitang1 Tianqi.Tang@ucsf.edu * @LastEditTime: 2025-06-04 20:43:36 * @FilePath…
Browser automation for Claude without token limits. Uses CSS selectors, not snapshots. Open source, zero telemetry. Give Claude Code (and other AI assistants)…
mcp store manager, add & syncs MCP server configurations across clients like Claude code, Cursor💡mcphub
The only MCP server that gates skill installation behind a full security scan. 60+ threat patterns, 13 MCP tools, and support for 7 clients including Claude…
Reinforcement for AI-generated code. Enforcement hooks, quality audits, and compliance packs that prevent AI coding tools from shipping broken code.
Enables LLMs like Claude to navigate the web through Puppeteer-based tools and Steel. Based on the Web Voyager framework, it provides tools for all the…
Integrates with EMQX MQTT broker to enable real-time IoT device management, client monitoring, and message publishing for MQTT-enabled systems.
Two OSS products on one rrweb substrate: tracelane (self-contained HTML test-failure replays for WDIO/Playwright/Cypress) + peek (local-first browser-session…
EyevinnOSC's MCP server enables AI assistants to provision and manage vendor-independent cloud infrastructure for databases, storage, and media processing…
Provides a bridge to the Linode cloud infrastructure API, enabling developers to query and manage cloud resources through conversational interactions with…
Integrates with Google Cloud Platform to enable natural language management of cloud resources including compute, storage, networking, and databases through…
Enables management of Sakura Cloud infrastructure resources including servers, disks, networks, and containerized applications through natural language…
Bridges to Firefly.ai's cloud infrastructure platform, enabling inventory queries across providers and Terraform code generation for discovered resources.
Bridges SAP HANA Cloud databases with machine learning operations through a three-layer architecture that enables model management, execution contexts, and…
AI-powered code analysis and context optimization tools. Slim large code files to relevant sections (save 60-80% tokens), compress text, analyze conversations…
File conversion built for AI agents. CLI, REST API, and MCP server.
Devopness MCP server for DevOps happiness! Empower AI Agents to deploy apps and infra, to any cloud.
Understand, develop, and debug authorization policies in Oso Cloud.
Connects to Alibaba Cloud's Adb MySQL databases for executing SQL queries, analyzing query plans, and retrieving database metadata with minimal configuration…