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- <imgheight="12"width="12"src="https://raw.githubusercontent.com/Cloudsway-AI/smartsearch/refs/heads/main/plugin_cloudsway.ico"alt="Cloudsway Logo" /> **[Cloudsway SmartSearch](https://github.com/Cloudsway-AI/smartsearch)** - Web search MCP server powered by Cloudsway, supporting keyword search, language, and safety options. Returns structured JSON results.
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- <imgheight="12"width="12"src="https://app.codacy.com/static/images/favicon-16x16.png"alt="Codacy Logo" /> **[Codacy](https://github.com/codacy/codacy-mcp-server/)** - Interact with [Codacy](https://www.codacy.com) API to query code quality issues, vulnerabilities, and coverage insights about your code.
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- <imgheight="12"width="12"src="https://codelogic.com/wp-content/themes/codelogic/assets/img/favicon.png"alt="CodeLogic Logo" /> **[CodeLogic](https://github.com/CodeLogicIncEngineering/codelogic-mcp-server)** - Interact with [CodeLogic](https://codelogic.com), a Software Intelligence platform that graphs complex code and data architecture dependencies, to boost AI accuracy and insight.
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- <imgheight="12"width="12"src="https://www.coinex.com/_assets/img/brand/svg/day-1.svg"alt="Coinex Logo" /> **[Coinex](https://github.com/coinexcom/coinex_mcp_server)** - Official [Coinex API](https://docs.coinex.com/api/v2). An MCP Server to interface with the CoinEx cryptocurrency exchange, enabling retrieve of market data, K-line data, order book depth, account balance queries, order placement and more.
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- <imgheight="12"width="12"src="https://www.coingecko.com/favicon.ico"alt="CoinGecko Logo" /> **[CoinGecko](https://github.com/coingecko/coingecko-typescript/tree/main/packages/mcp-server)** - Official [CoinGecko API](https://www.coingecko.com/en/api) MCP Server for Crypto Price & Market Data, across 200+ Blockchain Networks and 8M+ Tokens.
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- <imgheight="12"width="12"src="https://coinstats.app/favicon.ico"alt="CoinStats Logo" /> **[CoinStats](https://github.com/CoinStatsHQ/coinstats-mcp)** - MCP Server for the [CoinStats API](https://coinstats.app/api-docs/mcp/connecting). Provides access to cryptocurrency market data, portfolio tracking and news.
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- <imgheight="12"width="12"src="https://www.comet.com/favicon.ico"alt="Comet Logo" /> **[Comet Opik](https://github.com/comet-ml/opik-mcp)** - Query and analyze your [Opik](https://github.com/comet-ml/opik) logs, traces, prompts and all other telemetry data from your LLMs in natural language.
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- <imgheight="12"width="12"src="https://configcat.com/favicon.ico"alt="ConfigCat Logo" /> **[ConfigCat](https://github.com/configcat/mcp-server)** - Enables AI tools to interact with [ConfigCat](https://configcat.com), a feature flag service for teams. Supports managing ConfigCat feature flags, configs, environments, products and organizations. Helps to integrate ConfigCat SDK, implement feature flags and remove zombie (stale) flags.
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- <imgheight="12"width="12"src="https://www.confluent.io/favicon.ico"alt="Confluent Logo" /> **[Confluent](https://github.com/confluentinc/mcp-confluent)** - Interact with Confluent Kafka and Confluent Cloud REST APIs.
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- <imgheight="12"width="12"src="https://github.com/mattjoyce.png"alt="Construe Logo" /> **[Construe](https://github.com/mattjoyce/mcp-construe)** - FastMCP server for intelligent Obsidian vault context management with frontmatter filtering, automatic chunking, and secure bidirectional knowledge operations.
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- <imgheight="12"width="12"src="https://ginylil.com/favicon.ico"alt="Ginylil Logo" /> **[Context Templates](https://github.com/ginylil/context-templates)** - An open-source collection of reusable context templates designed to assist developers in structuring prompts, configurations, and workflows across various development tasks. Community contributions are encouraged to expand and refine available templates.
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- <imgsrc="https://contrastsecurity.com/favicon.ico"alt="Contrast Security"width="12"height="12"> **[Contrast Security](https://github.com/Contrast-Security-OSS/mcp-contrast)** - Brings Contrast's vulnerability and SCA data into your coding agent to quickly remediate vulnerabilities.
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- <imgheight="12"width="12"src="https://www.convex.dev/favicon.ico"alt="Convex Logo" /> **[Convex](https://stack.convex.dev/convex-mcp-server)** - Introspect and query your apps deployed to Convex.
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- <imgheight="12"width="12"src="https://www.cortex.io/favicon.ico"alt="Cortex Logo" /> **[Cortex](https://github.com/cortexapps/cortex-mcp)** - Official MCP server for [Cortex](https://www.cortex.io).
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- <imgheight="12"width="12"src="http://app.itsdart.com/static/img/favicon.png"alt="Dart Logo" /> **[Dart](https://github.com/its-dart/dart-mcp-server)** - Interact with task, doc, and project data in [Dart](https://itsdart.com), an AI-native project management tool
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- <imgheight="12"width="12"src="https://cdn.bfldr.com/9AYANS2F/at/k8bgnnxhb4bggjk88r4x9snf/databricks-symbol-color.svg?auto=webp&format=png&width=12&height=13"alt="Databricks Logo" /> **[Databricks](https://docs.databricks.com/aws/en/generative-ai/mcp/)** - Connect to data, AI tools & agents, and the rest of the Databricks platform using turnkey managed MCP servers. Or, host your own custom MCP servers within the Databricks security and data governance boundary.
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- <imgheight="12"width="12"src="https://datahub.com/wp-content/uploads/2025/04/cropped-Artboard-1-32x32.png"alt="DataHub Logo" /> **[DataHub](https://github.com/acryldata/mcp-server-datahub)** - Search your data assets, traverse data lineage, write SQL queries, and more using [DataHub](https://datahub.com/) metadata.
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- <imgheight="12"width="12"src="https://www.datawrapper.de/favicon-32x32.png"alt="Datawrapper logo"> **[Datawrapper](https://github.com/palewire/datawrapper-mcp)** - A Model Context Protocol (MCP) server for creating [Datawrapper](https://datawrapper.de) charts using AI assistants.
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- <imgheight="12"width="12"src="https://www.daytona.io/brand/social-daytona-icon.png"alt="Daytona Logo" /> **[Daytona](https://github.com/daytonaio/daytona/tree/main/apps/cli/mcp)** - Fast and secure execution of your AI generated code with [Daytona](https://daytona.io) sandboxes
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- <imgheight="12"width="12"src="https://debugg.ai/favicon.svg"alt="Debugg AI Logo" /> **[Debugg.AI](https://github.com/debugg-ai/debugg-ai-mcp)** - Zero-Config, Fully AI-Managed End-to-End Testing for any code gen platform via [Debugg.AI](https://debugg.ai) remote browsing test agents.
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- <imgheight="12"width="12"src="https://www.deepl.com/img/logo/deepl-logo-blue.svg"alt="DeepL Logo" /> **[DeepL](https://github.com/DeepLcom/deepl-mcp-server)** - Translate or rewrite text with [DeepL](https://deepl.com)'s very own AI models using [the DeepL API](https://developers.deepl.com/docs)
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- <imgheight="12"width="12"src="https://web-st.oss-cn-shanghai.aliyuncs.com/www/static/icon/bitbug_favicon.ico"alt="DeepQ Logo"> **[DeepQ](https://github.com/shenqingtech/deepq-financial-toolkit-mcp-server)** - DeepQ Technology's Financial Toolkit MCP Server is an Chinese Financial AI toolkit provides comprehensive financial data and analytical tool support for AI large language models.
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- <imgheight="12"width="12"src="https://web-st.oss-cn-shanghai.aliyuncs.com/www/static/icon/bitbug_favicon.ico"alt="DeepQ Logo"> **[DeepQ](https://github.com/shenqingtech/deepq-financial-toolkit-mcp-server)** - DeepQ Technology's Financial Toolkit MCP Server is an Chinese Financial AI toolkit provides comprehensive financial data and analytical tool support for AI large language models.
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- <imgheight="12"width="12"src="https://defang.io/_next/static/media/defang-icon-dark-colour.25f95b77.svg"alt="Defang Logo" /> **[Defang](https://github.com/DefangLabs/defang/blob/main/src/pkg/mcp/README.md)** - Deploy your project to the cloud seamlessly with the [Defang](https://www.defang.io) platform without leaving your integrated development environment
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- <imgheight="12"width="12"src="https://detailer.ginylil.com/favicon.ico"alt="Detailer Logo" /> **[Detailer](https://detailer.ginylil.com/)** – Instantly generate rich, AI-powered documentation for your GitHub repositories. Designed for AI agents to gain deep project context before taking action.
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- <imgheight="12"width="12"src="https://devcycle.com/_next/image?url=%2Fassets%2Fbrand%2FColor-logo-mark.png&w=384&q=75"alt="DevCycle Logo" /> **[DevCycle](https://docs.devcycle.com/cli-mcp/mcp-getting-started)** - Create and monitor feature flags using natural language in your AI coding assistant.
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- <imgheight="12"width="12"src="https://cdn.prod.website-files.com/6374050260446c42f94dc90f/63d828be3e13d32ee6973f35_favicon-32x32.png"alt="Harper Logo" /> **[Harper](https://github.com/HarperDB/mcp-server)** - An MCP server providing an interface for MCP clients to access data within [Harper](https://www.harpersystems.dev/).
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- <imgheight="12"width="12"src="https://www.herokucdn.com/favicons/favicon.ico"alt="Heroku Logo" /> **[Heroku](https://github.com/heroku/heroku-mcp-server)** - Interact with the Heroku Platform through LLM-driven tools for managing apps, add-ons, dynos, databases, and more.
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- <imgheight="12"width="12"src="https://heyoncall.com/favicon.ico"alt="HeyOnCall Logo" /> **[HeyOnCall](https://heyoncall.com/blog/mcp-server-for-paging-a-human)** - Page a human, sending critical or non-critical alerts to the free [HeyOnCall](https://heyoncall.com/) iOS or Android apps.
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- <imgheight="12"width="12"src="https://hillnote.com/favicon.ico"alt="Hillnote Logo" /> **[Hillnote](https://github.com/Rajathbail/hillnote-mcp-server)** - search, edit, save and create documents to your [Hillnote](https://hillnote.com) workspace, a markdown-first editor that stores files locally.
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- <imgheight="12"width="12"src="https://hiveintelligence.xyz/favicon.ico"alt="Hive Intelligence Logo" /> **[Hive Intelligence](https://github.com/hive-intel/hive-crypto-mcp)** - Ultimate cryptocurrency MCP for AI assistants with unified access to crypto, DeFi, and Web3 analytics
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- <imgheight="12"width="12"src="https://www.hiveflow.ai/favicon.ico"alt="Hiveflow Logo" /> **[Hiveflow](https://github.com/hiveflowai/hiveflow-mcp-server)** - Create, manage, and execute agentic AI workflows directly from your assistant.
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- <imgheight="12"width="12"src="https://img.alicdn.com/imgextra/i3/O1CN01d9qrry1i6lTNa2BRa_!!6000000004364-2-tps-218-200.png"alt="Hologres Logo" /> **[Hologres](https://github.com/aliyun/alibabacloud-hologres-mcp-server)** - Connect to a [Hologres](https://www.alibabacloud.com/en/product/hologres) instance, get table metadata, query and analyze data.
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- <imgheight="12"width="12"src="https://avatars.githubusercontent.com/u/82347605?s=48&v=4"alt="OceanBase Logo" /> **[OceanBase](https://github.com/oceanbase/mcp-oceanbase)** - MCP Server for OceanBase database and its tools
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- <imgheight="12"width="12"src="https://docs.octagonagents.com/logo.svg"alt="Octagon Logo" /> **[Octagon](https://github.com/OctagonAI/octagon-mcp-server)** - Deliver real-time investment research with extensive private and public market data.
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- <imgheight="12"width="12"src="https://octoeverywhere.com/img/logo.png"alt="OctoEverywhere Logo" /> **[OctoEverywhere](https://github.com/OctoEverywhere/mcp)** - A 3D Printing MCP server that allows for querying for live state, webcam snapshots, and 3D printer control.
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- <imgheight="12"width="12"src="https://raw.githubusercontent.com/OctopusDeploy/mcp-server/refs/heads/main/images/logo.svg"alt="Octopus Deploy" /> **[Octopus Deploy](https://github.com/OctopusDeploy/mcp-server)** - Official MCP server for querying, inspecting, and managing your [Octopus Deploy](https://octopus.com/) instance.
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- <imgheight="12"width="12"src="https://avatars.githubusercontent.com/u/211697972"alt="Offorte Logo" /> **[Offorte](https://github.com/offorte/offorte-mcp-server#readme)** - Offorte Proposal Software official MCP server enables creation and sending of business proposals.
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- <imgheight="12"width="12"src="https://maps.olakrutrim.com/favicon.ico"alt="Ola Maps" /> **[OlaMaps](https://pypi.org/project/ola-maps-mcp-server)** - Official Ola Maps MCP Server for services like geocode, directions, place details and many more.
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- <imgheight="12"width="12"src="https://www.olostep.com/favicon.ico"alt="Olostep" /> **[Olostep](https://github.com/olostep/olostep-mcp-server)** - Search, scrape and crawl content from web. Real-time results in clean markdown.
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- <imgheight="12"width="12"src="https://postidentity.com/favicon.ico"alt="PostIdentity Logo" /> **[PostIdentity](https://github.com/PostIdentity/mcp-server)** - Generate AI-powered social media posts from any AI assistant. Manage identities, create posts, track referrals, and browse marketplace templates, powered by [PostIdentity](https://postidentity.com).
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-**[Postman API](https://github.com/postmanlabs/postman-api-mcp)** - Manage your Postman resources using the [Postman API](https://www.postman.com/postman/postman-public-workspace/collection/i2uqzpp/postman-api).
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- <imgheight="12"width="12"src="https://powerdrill.ai/_next/static/media/powerdrill.0fa27d00.webp"alt="Powerdrill Logo" /> **[Powerdrill](https://github.com/powerdrillai/powerdrill-mcp)** - An MCP server that provides tools to interact with Powerdrill datasets, enabling smart AI data analysis and insights.
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- <imgheight="12"width="12"src="https://www.pre.dev/predevlogowhitebackground.png"alt="pre.dev Logo" /> **[pre.dev Architect](https://docs.pre.dev/mcp-server)** - 10x your coding agent by keeping it on track with pre.dev.
- <imgheight="12"width="12"src="https://probe.dev/favicon.ico"alt="Probe.dev Logo" /> **[Probe.dev](https://docs.probe.dev/guides/mcp-integration)** - Comprehensive media analysis and validation powered by [Probe.dev](https://probe.dev). Hosted MCP server with FFprobe, MediaInfo, and Probe Report analysis capabilities.
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- <imgheight="12"width="12"src="https://framerusercontent.com/images/FGzpihs4MxmSJhyGZ6n7f2Xj0.png"alt="Prode.ai Logo" /> **[ProdE](https://github.com/CuriousBox-AI/ProdE-mcp)** - Your 24/7 production engineer that preserves context across multiple codebases.
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- <imgheight="12"width="12"src="https://semgrep.dev/favicon.ico"alt="Semgrep Logo" /> **[Semgrep](https://github.com/semgrep/mcp)** - Enable AI agents to secure code with [Semgrep](https://semgrep.dev/).
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- <imgheight="12"width="12"src="https://avatars.githubusercontent.com/u/187640573?s=48&v=4"alt="Sequa Logo" /> **[Sequa.AI](https://github.com/sequa-ai/sequa-mcp)** - Stop stitching context for Copilot and Cursor. With [Sequa MCP](https://github.com/sequa-ai/sequa-mcp), your AI tools know all your codebases and docs out of the box.
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- <imgheight="12"width="12"src="https://cdn.prod.website-files.com/6372338e5477e047032b37a5/64f85e6388a2a5c8c9525b4d_favLogo.png"alt="Shortcut Logo" /> **[Shortcut](https://github.com/useshortcut/mcp-server-shortcut)** - Access and implement all of your projects and tasks (Stories) from [Shortcut](https://shortcut.com/).
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- <imgheight="12"width="12"src="https://simplifier.io/favicon.ico"alt="Simplifier Logo" /> **[Simplifier](https://github.com/simplifier-ag/simplifier-mcp)** - Manage connectors, business objects and more in your [Simplifier](https://simplifier.io/) low code platform.
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- <imgheight="12"width="12"src="https://www.singlestore.com/favicon-32x32.png?v=277b9cbbe31e8bc416504cf3b902d430"/> **[SingleStore](https://github.com/singlestore-labs/mcp-server-singlestore)** - Interact with the SingleStore database platform
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- <imgheight="12"width="12"src="https://smartbear.com/smartbear/assets/img/favicon.png"alt="SmartBear Logo" /> **[SmartBear](https://github.com/SmartBear/smartbear-mcp)** - Provides access to multiple capabilities across SmartBear's API Hub, Test Hub, and Insight Hub, all through [dedicated tools and resources](https://developer.smartbear.com/smartbear-mcp/docs/mcp-server).
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- <imgsrc="https://smooth-operator.online/logo48.png"alt="Smooth Operator"width="12"height="12"> **[Smooth Operator](https://smooth-operator.online/agent-tools-api-docs/toolserverdocs)** - Tools to automate Windows via AI Vision, Mouse, Keyboard, Automation Trees, Webbrowser
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-**[ZettelkastenSpace](https://github.com/joshylchen/zettelkasten_space)** - Built on the proven [Zettelkasten](https://www.zettelkasten.space/) method, enhanced with Claude Desktop integration via Model Context Protocol
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- <imgheight="12"width="12"src="https://www.zine.ai/images/zine-logo.png"alt="Zine Logo" /> **[Zine](https://www.zine.ai)** - Your memory, everywhere AI goes. Think iPhoto for your knowledge - upload and curate. Like ChatGPT but portable - context that travels with you.
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- <imgheight="12"width="12"src="https://zizai.work/images/logo.jpg"alt="ZIZAI Logo" /> **[ZIZAI Recruitment](https://github.com/zaiwork/mcp)** - Interact with the next-generation intelligent recruitment platform for employees and employers, powered by [ZIZAI Recruitment](https://zizai.work).
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### 🌎 Community Servers
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A growing set of community-developed and maintained servers demonstrates various applications of MCP across different domains.
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