# Database MCP Servers > Search results for `MCP server that gives AI access to a database` on awesome-repositories.com. 119 total matches; showing the first 50. Explore on the web: https://awesome-repositories.com/q/mcp-server-that-gives-ai-access-to-a-database **Attribution required: if you use, quote, or summarise this content, you must credit and link back to [this search on awesome-repositories.com](https://awesome-repositories.com/q/mcp-server-that-gives-ai-access-to-a-database).** ## Results - [camel-ai/camel](https://awesome-repositories.com/repository/camel-ai-camel.md) (17,253 ⭐) — This project is a comprehensive framework for building and managing autonomous agent systems. It provides a unified architecture for orchestrating multi-agent societies, where specialized agents collaborate through roleplay to decompose and solve complex tasks. The system integrates language models with external environments, enabling agents to perform real-world actions through a standardized tool-calling abstraction layer. The framework distinguishes itself through its focus on iterative reasoning and data reliability. It employs automated feedback loops to refine agent outputs and self-eva - [zai-org/glm-4.5](https://awesome-repositories.com/repository/zai-org-glm-4-5.md) (4,210 ⭐) — GLM-4.5 is a multimodal large language model and advanced reasoning system. It functions as an AI coding assistant, an autonomous AI agent, and a multimodal content generator capable of processing and generating text, images, audio, and video within a single unified system. The project is distinguished by its deep reasoning capabilities, utilizing chain-of-thought processing to solve complex mathematical, logical, and technical problems. It features an agentic architecture that allows for autonomous task execution, long-horizon goal planning, and the ability to interact with external tools an - [kontent-ai/mcp-server](https://awesome-repositories.com/repository/kontent-ai-mcp-server.md) (9 ⭐) — The Official Kontent.ai MCP server. Connect your AI with Kontent.ai. - [florinpop17/app-ideas](https://awesome-repositories.com/repository/florinpop17-app-ideas.md) (95,036 ⭐) — App-ideas is a development platform that integrates autonomous AI agents into local environments to orchestrate code review, automated fix application, and workflow management. It functions as a command-line interface that connects external AI assistants to your codebase, enabling iterative development cycles through plugin-based integration and natural language triggers. The platform distinguishes itself through a robust static analysis engine that traverses syntax trees to enforce structural coding standards and identify violations. Users can define custom review rules, architectural prefer - [anomalyco/opencode](https://awesome-repositories.com/repository/anomalyco-opencode.md) (175,152 ⭐) — OpenCode is a framework for orchestrating autonomous AI agents within development environments. It provides a multi-tiered architecture where primary assistants manage user interaction while specialized subagents handle specific tasks like planning, research, and code generation. The system includes a comprehensive command-line interface for managing these workflows, configuring agent behavior, and defining custom tools or commands through metadata-rich files. The platform features a modular plugin system and extensive integration support, including standardized protocols for connecting local - [gowinston-ai/winston-ai-mcp-server](https://awesome-repositories.com/repository/gowinston-ai-winston-ai-mcp-server.md) (9 ⭐) — Winston AI MCP Server - [claude-code-best/claude-code](https://awesome-repositories.com/repository/claude-code-best-claude-code.md) (20,272 ⭐) — Claude Code is a command-line interface and multi-agent orchestration framework designed for autonomous software engineering. It enables AI agents to perform codebase modifications, debugging, and Git workflow management while coordinating multiple specialized agents to decompose and execute complex engineering tasks in parallel. The system distinguishes itself through a high degree of isolation and safety, utilizing Git worktrees to create independent working directories for concurrent agents and implementing a tiered permission system that combines user rules, project policies, and OS-level - [jsdelivr/globalping-mcp-server](https://awesome-repositories.com/repository/jsdelivr-globalping-mcp-server.md) (59 ⭐) — Remote MCP server that gives LLMs access to run network commands - [dubinc/dub](https://awesome-repositories.com/repository/dubinc-dub.md) (23,722 ⭐) — This project is a comprehensive link management and marketing attribution platform designed for creating, tracking, and analyzing shortened URLs. It functions as a centralized hub for marketing analytics, providing tools to monitor link performance, visualize conversion funnels, and manage affiliate programs through a unified dashboard. The platform distinguishes itself by integrating advanced attribution modeling and partner management directly into the link infrastructure. It supports complex marketing workflows, including automated commission calculations, fraud detection, and payout distr - [portkey-ai/gateway](https://awesome-repositories.com/repository/portkey-ai-gateway.md) (12,091 ⭐) — This project is an artificial intelligence gateway that functions as a centralized middleware layer for managing, securing, and observing interactions with language, vision, and audio models. It provides a unified interface that standardizes requests across multiple providers, enabling teams to integrate AI capabilities into their applications through a consistent set of tools and protocols. The gateway distinguishes itself through its comprehensive infrastructure governance and traffic management capabilities. It allows for policy-driven routing, automated failover, and load balancing across - [webscraping-ai/webscraping-ai-mcp-server](https://awesome-repositories.com/repository/webscraping-ai-webscraping-ai-mcp-server.md) (43 ⭐) — A Model Context Protocol (MCP) server implementation that integrates with WebScraping.AI for web data extraction capabilities. - [microsoft/vscode-copilot-chat](https://awesome-repositories.com/repository/microsoft-vscode-copilot-chat.md) (9,493 ⭐) — This project is an AI-powered IDE extension and LLM coding assistant that provides a conversational interface for generating, refactoring, and debugging code. It functions as an AI agent framework and a Model Context Protocol client, connecting AI models to external data sources and tools to automate complex development tasks. The system is distinguished by its use of autonomous AI agents capable of multi-step task execution, including the ability to read files, modify code, and run terminal commands iteratively. It supports recursive agent orchestration through subagent delegation and employ - [formbricks/formbricks](https://awesome-repositories.com/repository/formbricks-formbricks.md) (12,391 ⭐) — Formbricks is an open-source survey and feedback platform designed to help teams capture and analyze user insights through targeted, in-app, and website-based interactions. It functions as a comprehensive customer experience analytics system that allows organizations to maintain full control over their data, user attributes, and survey workflows. The platform distinguishes itself through its event-driven architecture, which enables precise behavioral targeting by triggering surveys based on specific user actions or application events. It supports deep integration with external ecosystems by a - [cockroachdb/cockroach](https://awesome-repositories.com/repository/cockroachdb-cockroach.md) (32,207 ⭐) — Cockroach is a distributed SQL database designed to scale horizontally across multiple nodes while maintaining strict ACID compliance and global data consistency. It functions as a relational database engine that automatically partitions data into ranges, rebalancing them across a cluster to accommodate growing storage and throughput requirements. By utilizing a distributed consensus protocol, the system ensures that all nodes agree on the order of operations, providing fault tolerance and continuous availability even in the event of hardware failures. The system distinguishes itself through - [freepeak/db-mcp-server](https://awesome-repositories.com/repository/freepeak-db-mcp-server.md) (391 ⭐) — A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases. - [prefecthq/fastmcp](https://awesome-repositories.com/repository/prefecthq-fastmcp.md) (22,994 ⭐) — FastMCP is a Python framework designed for building servers that expose functions, resources, and prompts to AI models using the Model Context Protocol. It simplifies the development process by automatically deriving tool metadata, input schemas, and documentation directly from Python function signatures and type hints. The framework provides a unified container for managing these components, allowing developers to build modular applications that integrate seamlessly with AI assistants. The project distinguishes itself through its support for interactive, server-defined user interface compone - [evoagentx/evoagentx](https://awesome-repositories.com/repository/evoagentx-evoagentx.md) (2,555 ⭐) — EvoAgentX is an agent platform that combines human-in-the-loop checkpoints, MCP tool integration, multi-agent workflow orchestration, and self-improvement capabilities. It functions as a self-improving agent framework that connects to MCP-compatible servers and orchestrates multi-agent workflows using natural-language goals, while also serving as a platform that discovers, configures, and manages tools from MCP servers for use in automated agent workflows. The platform distinguishes itself through a dual-memory agent architecture that maintains short-term and persistent memory stores, enablin - [dumpling-ai/mcp-server-dumplingai](https://awesome-repositories.com/repository/dumpling-ai-mcp-server-dumplingai.md) (30 ⭐) — MCP (Model Context Protocol) server for Dumpling AI - [calcom/cal.com](https://awesome-repositories.com/repository/calcom-cal-com.md) (45,760 ⭐) — Cal.com is a comprehensive scheduling infrastructure platform designed to manage availability, booking workflows, and calendar synchronization across multiple users and external services. It provides a backend service for automated appointment scheduling, enabling the creation, confirmation, and management of booking lifecycles through a centralized state machine. The platform also offers embeddable user interface components that allow developers to integrate interactive booking experiences directly into third-party websites. What distinguishes the platform is its extensible app ecosystem and - [agentset-ai/mcp-server](https://awesome-repositories.com/repository/agentset-ai-mcp-server.md) (30 ⭐) — Agentset MCP Server - Build RAG with Agentic superpowers - [flutter/flutter](https://awesome-repositories.com/repository/flutter-flutter.md) (177,056 ⭐) — This project is a multi-platform UI framework designed for building applications that target mobile, web, and desktop environments from a single codebase. It utilizes a declarative paradigm where the user interface is defined as a function of application state, supported by a layered architecture that includes a high-performance rendering engine and a multi-platform compilation model. The framework provides a comprehensive suite of developer tools, including hot reloading for real-time code injection and diagnostic utilities for monitoring application state and performance. It features a modu - [tencent/weknora](https://awesome-repositories.com/repository/tencent-weknora.md) (16,974 ⭐) — WeKnora is a multi-tenant retrieval-augmented generation (RAG) knowledge platform and autonomous AI agent framework. It transforms raw documents into queryable knowledge bases and integrates large language models with vector databases to provide grounded AI responses. The system also functions as a Model Context Protocol (MCP) tool server, exposing knowledge search and agentic capabilities to external AI clients. The platform distinguishes itself through an autonomous agent framework that utilizes iterative reasoning, tool calling, and web search to solve multi-step tasks. It implements a sta - [modelcontextprotocol/python-sdk](https://awesome-repositories.com/repository/modelcontextprotocol-python-sdk.md) (21,729 ⭐) — The Model Context Protocol SDK is a framework for building clients and servers that connect AI models to external data, tools, and resources using a standardized communication protocol. It provides the foundational libraries and interfaces necessary to establish reliable, transport-agnostic connections between AI agents and external systems, enabling seamless information retrieval and task automation. The SDK distinguishes itself through a robust capability negotiation handshake that ensures compatibility between connected parties before exchanging messages. It supports a pluggable transport - [chakra-ui/chakra-ui](https://awesome-repositories.com/repository/chakra-ui-chakra-ui.md) (40,438 ⭐) — Chakra UI is a design system component library and styling framework that provides a foundation for building consistent, accessible web interfaces. It functions as a centralized theme configuration engine, using a design-token-driven architecture to manage visual properties like color palettes and spacing rules as a single source of truth across an entire application. The framework distinguishes itself through a type-safe styling utility that automatically generates TypeScript definitions from theme configurations, ensuring accurate property referencing and editor autocompletion. It employs a - [digma-ai/digma-mcp-server](https://awesome-repositories.com/repository/digma-ai-digma-mcp-server.md) (12 ⭐) — A Model Context Protocol (MCP) server implementation for enabling agents to access observability insights using Digma for code observability and dynamic code analysis - [winfunc/opcode](https://awesome-repositories.com/repository/winfunc-opcode.md) (22,083 ⭐) — Opcode is a desktop interface designed for managing AI-assisted software development workflows. It provides a centralized workspace to organize interactive programming sessions, configure specialized automated agents, and maintain oversight of development tasks through a visual environment. The platform distinguishes itself by integrating version control for AI conversations, allowing developers to create checkpoints and branches to navigate, compare, and revert between different interaction states. It also functions as a client for standardized context protocols, enabling the connection of e - [isaacphi/mcp-language-server](https://awesome-repositories.com/repository/isaacphi-mcp-language-server.md) (1,547 ⭐) — mcp-language-server gives MCP enabled clients access semantic tools like get definition, references, rename, and diagnostics. - [klavis-ai/klavis](https://awesome-repositories.com/repository/klavis-ai-klavis.md) (5,640 ⭐) — Klavis is a platform for managing Model Context Protocol (MCP) servers and providing sandboxed environments where AI agents can safely interact with external tools and services. It functions as an integration framework that orchestrates MCP server instances, exposes tools and resources for AI agents, and isolates agent interactions from production data through horizontally scalable sandbox environments. The platform distinguishes itself through its ability to generate long-horizon agentic tasks that simulate realistic tool-use workflows with live SaaS applications and production MCP servers. - [fingerprintjs/fingerprintjs](https://awesome-repositories.com/repository/fingerprintjs-fingerprintjs.md) (27,334 ⭐) — Fingerprint is a visitor identification and fraud detection platform that generates persistent, unique identifiers by analyzing browser and device attributes. By extracting technical signals from the client environment, it enables reliable user tracking across sessions without relying on traditional cookies. The platform distinguishes itself through its focus on high-accuracy identification and security-first architecture. It employs edge-side proxying to bypass ad-blockers and privacy restrictions, ensuring consistent data collection. To maintain data integrity, it uses cryptographic payload - [pab1it0/adx-mcp-server](https://awesome-repositories.com/repository/pab1it0-adx-mcp-server.md) (55 ⭐) — A Model Context Protocol (MCP) server that enables AI assistants to query and analyze Azure Data Explorer databases through standardized interfaces. - [archestra-ai/archestra](https://awesome-repositories.com/repository/archestra-ai-archestra.md) (3,570 ⭐) — Archestra is a platform for enterprise AI agent deployment and Model Context Protocol orchestration. It provides a centralized system for configuring specialized agents with specific system prompts and toolsets, and managing the deployment of Model Context Protocol servers that provide large language models with external tools and data sources. The system features an AI agent gateway that exposes configured agents as networked services for external clients and integrated development environments. It incorporates a security suite that provides deterministic guardrails to prevent prompt injecti - [scrapeless-ai/scrapeless-mcp-server](https://awesome-repositories.com/repository/scrapeless-ai-scrapeless-mcp-server.md) (162 ⭐) — Scrapeless Mcp Server - [datahub-project/datahub](https://awesome-repositories.com/repository/datahub-project-datahub.md) (12,141 ⭐) — DataHub is a metadata management platform designed to unify technical, operational, and business context across diverse data ecosystems. By utilizing a graph-based metadata model and an event-driven ingestion architecture, it creates a centralized source of truth that maps complex data relationships, lineage, and ownership. This foundational framework enables organizations to maintain a synchronized view of their data landscape, supporting both human-led discovery and automated data operations. The platform distinguishes itself through its focus on grounding artificial intelligence and autono - [amruthpillai/reactive-resume](https://awesome-repositories.com/repository/amruthpillai-reactive-resume.md) (38,613 ⭐) — This project is a web-based platform designed for creating, managing, and sharing professional resumes. It functions as a structured document builder that integrates artificial intelligence to assist with content generation, editing, and analysis. Users can maintain a collection of resumes, customize their visual presentation through various templates, and export them into multiple formats for job applications. The platform distinguishes itself through its autonomous AI agent capabilities, which can perform research, suggest incremental edits, and apply data patches directly to documents. It - [qwibitai/nanoclaw](https://awesome-repositories.com/repository/qwibitai-nanoclaw.md) (29,956 ⭐) — Nanoclaw is an LLM agent orchestrator and multi-platform chat gateway designed to deploy and manage isolated AI agents. It provides a containerized runtime that executes agents within sandboxed Linux containers, ensuring filesystem and state isolation through dedicated workspaces and host bind-mounts. The project distinguishes itself through a unified routing pipeline that connects agents to diverse messaging platforms, including WhatsApp, Discord, Slack, Telegram, Signal, and iMessage. It integrates the Model Context Protocol to extend agent capabilities via managed external data and functio - [sxhxliang/mcp-access-point](https://awesome-repositories.com/repository/sxhxliang-mcp-access-point.md) (175 ⭐) — Turn a web server into an MCP server in one click without making any code changes. - [atla-ai/atla-mcp-server](https://awesome-repositories.com/repository/atla-ai-atla-mcp-server.md) (18 ⭐) — An MCP server implementation providing a standardized interface for LLMs to interact with the Atla API. - [mastra-ai/mastra](https://awesome-repositories.com/repository/mastra-ai-mastra.md) (21,221 ⭐) — Mastra is an orchestration framework designed for building, deploying, and managing autonomous AI agents and multi-agent systems. It provides a comprehensive suite of primitives for creating resilient AI applications, including durable workflow orchestration, event-driven agent loops, and semantic memory management. By integrating these core components, the platform enables developers to build complex, multi-step processes that can reason about goals and execute tasks without manual intervention. The framework distinguishes itself through its focus on observability and secure, isolated execut - [browser-use/browser-use](https://awesome-repositories.com/repository/browser-use-browser-use.md) (100,229 ⭐) — Browser-use is a framework for building autonomous agents that navigate, interact with, and extract data from web interfaces using natural language instructions. By acting as an orchestration layer between large language models and browser automation protocols, it enables the execution of complex, multi-step workflows without relying on brittle selectors. The system functions as a headless browser controller, providing a programmatic interface to manage browser instances and execute granular interactions. The project distinguishes itself through its ability to translate high-level intent into - [github/awesome-copilot](https://awesome-repositories.com/repository/github-awesome-copilot.md) (35,119 ⭐) — Awesome Copilot is a comprehensive framework for autonomous software development, providing the infrastructure to orchestrate multi-agent teams and automate complex coding workflows. It functions as a centralized platform for managing AI-driven development, enabling developers to deploy specialized agents that interact with local files, terminal commands, and external APIs to execute end-to-end software delivery tasks. The project distinguishes itself through its focus on governance and extensibility, offering a suite of security controls, policy-based execution guardrails, and audit trails t - [ntk148v/alertmanager-mcp-server](https://awesome-repositories.com/repository/ntk148v-alertmanager-mcp-server.md) (22 ⭐) — A Model Context Protocol (MCP) server that enables AI assistants to integreate with Prometheus Alertmanager - [ufomiao/zcf](https://awesome-repositories.com/repository/ufomiao-zcf.md) (5,508 ⭐) — ZCF is a unified command-line environment manager that initializes, configures, and orchestrates multiple AI coding assistants within a single interface. It provides structured workflows for development, manages parallel Git worktrees, integrates Model Context Protocol (MCP) servers, and routes AI requests across multiple API providers to avoid vendor lock-in. The tool distinguishes itself by enabling parallel development streams through Git worktrees, allowing simultaneous work on multiple branches with natural language control. It supports task-based model routing that selects the most appr - [casdoor/casdoor](https://awesome-repositories.com/repository/casdoor-casdoor.md) (13,814 ⭐) — Casdoor is a centralized identity and access management platform that functions as an OAuth 2.0 authorization server. It provides a comprehensive suite of services for managing user identities, authentication sessions, and access policies across both web and machine-to-machine applications. Built with a decoupled frontend-backend architecture in Go, the platform supports high-concurrency environments and offers a web-based management interface for administrative tasks. The platform distinguishes itself through its extensive support for federated identity management, allowing integration with - [langflow-ai/langflow](https://awesome-repositories.com/repository/langflow-ai-langflow.md) (149,735 ⭐) — Langflow is a visual interface for building and orchestrating workflows, allowing users to construct complex systems through a drag-and-drop canvas. It provides tools for managing autonomous agents, configuring memory settings, and integrating custom code-based components. Users can organize their work into projects, track component versions, and group multiple elements into reusable units. The platform includes an interactive playground for testing workflows, monitoring tool calls, and debugging chat sessions with unique identifiers. Once built, workflows can be executed via RESTful or OpenA - [skydeckai/mcp-server-rememberizer](https://awesome-repositories.com/repository/skydeckai-mcp-server-rememberizer.md) (35 ⭐) — An MCP Server to enable global access to Rememberizer - [transitive-bullshit/agentic](https://awesome-repositories.com/repository/transitive-bullshit-agentic.md) (18,120 ⭐) — Agentic is a tool marketplace and management platform designed for the Model Context Protocol. It provides a gateway and proxy that enables the discovery, publishing, and distribution of vetted tools for agentic AI frameworks. The platform specializes in Model Context Protocol monetization, allowing developers to transform services into paid products through integrated authentication, usage-based billing, and subscription management. It also includes a converter that transforms OpenAPI specifications into compatible protocol servers for use in AI workflows. The system covers a broad range of - [gitbookio/gitbook](https://awesome-repositories.com/repository/gitbookio-gitbook.md) (28,902 ⭐) — Gitbook is a documentation-as-code platform designed for centralized technical knowledge management. It functions as a knowledge management system that synchronizes documentation files directly with version control repositories, allowing teams to maintain content alongside their source code. The platform distinguishes itself through an integrated artificial intelligence layer that provides context-aware search assistance and automated content suggestions. By utilizing block-based content modeling, it enables the construction of structured, modular documentation that can be compiled into stati - [olostep/olostep-mcp-server](https://awesome-repositories.com/repository/olostep-olostep-mcp-server.md) (19 ⭐) — MCP server for Olostep — the web scraping, crawling, and search infrastructure used by top AI companies. Gives any MCP-compatible AI agent the ability to scrape, crawl, batch-extract, and search the web in real time. - [angular/angular](https://awesome-repositories.com/repository/angular-angular.md) (100,360 ⭐) — Angular is a platform for building web applications using a component-based architecture. It provides a comprehensive suite of tools for managing encapsulated UI units, including hierarchical dependency injection, a declarative template system, and fine-grained reactivity through signals. The framework supports complex application requirements such as client-side routing, form management, and internationalization. The project includes a command-line interface for scaffolding and build automation, alongside a testing ecosystem for unit and integration verification. It offers multiple rendering - [mymedi-ai/mymedi-ai-mcp-server](https://awesome-repositories.com/repository/mymedi-ai-mymedi-ai-mcp-server.md) (1 ⭐) — Healthcare billing MCP server — 20 AI tools for ICD-10, CPT, HCPCS lookup (81,769 codes with RVU + OPPS pricing), prior auth prediction, claims validation, denial-risk scoring, and NPI/drug enrichment. 10 free credits, then x402 USDC or Stripe.