Model Context Protocol servers
This repository is a collection of reference implementations for the Model Context Protocol (MCP), as well as references to community-built servers and additional resources.
IMPORTANT
If you are looking for a list of MCP servers, you can browse published servers on the MCP Registry. The repository served by this README is dedicated to housing just the small number of reference servers maintained by the MCP steering group.
WARNING
The servers in this repository are intended as reference implementations to demonstrate MCP features and SDK usage. They are meant to serve as educational examples for developers building their own MCP servers, not as production-ready solutions. Developers should evaluate their own security requirements and implement appropriate safeguards based on their specific threat model and use case.
The servers in this repository showcase the versatility and extensibility of MCP, demonstrating how it can be used to give Large Language Models (LLMs) secure, controlled access to tools and data sources. Typically, each MCP server is implemented with an MCP SDK:
- C# MCP SDK
- Go MCP SDK
- Java MCP SDK
- Kotlin MCP SDK
- PHP MCP SDK
- Python MCP SDK
- Ruby MCP SDK
- Rust MCP SDK
- Swift MCP SDK
- TypeScript MCP SDK
🌟 Reference Servers
These servers aim to demonstrate MCP features and the official SDKs.
- Everything - Reference / test server with prompts, resources, and tools.
- Fetch - Web content fetching and conversion for efficient LLM usage.
- Filesystem - Secure file operations with configurable access controls.
- Git - Tools to read, search, and manipulate Git repositories.
- Memory - Knowledge graph-based persistent memory system.
- Sequential Thinking - Dynamic and reflective problem-solving through thought sequences.
- Time - Time and timezone conversion capabilities.
Archived
The following reference servers are now archived and can be found at servers-archived.
- AWS KB Retrieval - Retrieval from AWS Knowledge Base using Bedrock Agent Runtime.
- Brave Search - Web and local search using Brave's Search API. Has been replaced by the official server.
- EverArt - AI image generation using various models.
- GitHub - Repository management, file operations, and GitHub API integration.
- GitLab - GitLab API, enabling project management.
- Google Drive - File access and search capabilities for Google Drive.
- Google Maps - Location services, directions, and place details.
- PostgreSQL - Read-only database access with schema inspection.
- Puppeteer - Browser automation and web scraping.
- Redis - Interact with Redis key-value stores.
- Sentry - Retrieving and analyzing issues from Sentry.io.
- Slack - Channel management and messaging capabilities. Now maintained by Zencoder
- SQLite - Database interaction and business intelligence capabilities.
🤝 Third-Party Servers
NOTE
The server lists in this README are no longer maintained and will eventually be removed.
🎖️ Official Integrations
Official integrations are maintained by companies building production ready MCP servers for their platforms.
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<img height="12" width="12" src="https://www.21st.dev/favicon.ico" alt="21st.dev Logo" /> 21st.dev Magic - Create crafted UI components inspired by the best 21st.dev design engineers.
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<img height="12" width="12" src="https://www.2slides.com/images/2slides-red.svg" alt="2slides Logo" /> 2slides - An MCP server that provides tools to convert content into slides/PPT/presentation or generate slides/PPT/presentation with user intention.
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<img height="12" width="12" src="https://framerusercontent.com/images/LpSK1tSZweomrAHOMAj9Gea96lA.svg" alt="Paragon Logo" /> ActionKit by Paragon - Connect to 130+ SaaS integrations (e.g. Slack, Salesforce, Gmail) with Paragon’s ActionKit API.
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<img height="12" width="12" src="https://invoxx-public-bucket.s3.eu-central-1.amazonaws.com/frontend-resources/adfin-logo-small.svg" alt="Adfin Logo" /> Adfin - The only platform you need to get paid - all payments in one place, invoicing and accounting reconciliations with Adfin.
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<img height="12" width="12" src="https://github.com/AgentOps-AI/agentops/blob/main/docs/favicon.png" alt="AgentOps Logo" /> AgentOps - Provide observability and tracing for debugging AI agents with AgentOps API.
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<img height="12" width="12" src="https://www.agentql.com/favicon/favicon.png" alt="AgentQL Logo" /> AgentQL - Enable AI agents to get structured data from unstructured web with AgentQL.
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<img height="12" width="12" src="https://agentrpc.com/favicon.ico" alt="AgentRPC Logo" /> AgentRPC - Connect to any function, any language, across network boundaries using AgentRPC.
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Agentset - RAG for your knowledge base connected to Agentset.
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<img height="12" width="12" src="https://www.airwallex.com/favicon.ico" alt="Airwallex Logo" /> Airwallex Developer - Empowers AI coding agents with the tools they need to assist developers integrating with Airwallex APIs
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<img height="12" width="12" src="https://aiven.io/favicon.ico" alt="Aiven Logo" /> Aiven - Navigate your Aiven projects and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services
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<img height="12" width="12" src="https://www.alation.com/resource-center/download/7p3vnbbznfiw/34FMtBTex5ppvs2hNYa9Fc/c877c37e88e5339878658697c46d2d58/Alation-Logo-Bug-Primary.svg" alt="Alation Logo" /> Alation - Unlock the power of the enterprise Data Catalog by harnessing tools provided by the Alation MCP server.
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<img height="12" width="12" src="https://i.postimg.cc/5NYw9qjS/alby-icon-head-yellow-500x500.png" alt="Alby Logo" /> Alby Bitcoin Payments - Connect any bitcoin lightning wallet to your agent to send and receive instant payments globally with your agent.
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Algolia - Use AI agents to provision, configure, and query your Algolia search indices.
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<img height="12" width="12" src="https://img.alicdn.com/imgextra/i4/O1CN01epkXwH1WLAXkZfV6N_!!6000000002771-2-tps-200-200.png" alt="Alibaba Cloud AnalyticDB for MySQL Logo" /> Alibaba Cloud AnalyticDB for MySQL - Connect to an AnalyticDB for MySQL cluster for getting database or table metadata, querying and analyzing data. It will be supported to add the OpenAPI for cluster operation in the future.
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<img height="12" width="12" src="https://github.com/aliyun/alibabacloud-adbpg-mcp-server/blob/master/images/AnalyticDB.png" alt="Alibaba Cloud AnalyticDB for PostgreSQL Logo" /> Alibaba Cloud AnalyticDB for PostgreSQL - An MCP server to connect to AnalyticDB for PostgreSQL instances, query and analyze data.
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<img height="12" width="12" src="https://img.alicdn.com/imgextra/i3/O1CN0101UWWF1UYn3rAe3HU_!!6000000002530-2-tps-32-32.png" alt="DataWorks Logo" /> Alibaba Cloud DataWorks - A Model Context Protocol (MCP) server that provides tools for AI, allowing it to interact with the DataWorks Open API through a standardized interface. This implementation is based on the Alibaba Cloud Open API and enables AI agents to perform cloud resources operations seamlessly.
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<img height="12" width="12" src="https://opensearch-shanghai.oss-cn-shanghai.aliyuncs.com/ouhuang/aliyun-icon.png" alt="Alibaba Cloud OpenSearch Logo" /> Alibaba Cloud OpenSearch - This MCP server equips AI Agents with tools to interact with OpenSearch through a standardized and extensible interface.
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<img height="12" width="12" src="https://github.com/aliyun/alibaba-cloud-ops-mcp-server/blob/master/image/alibaba-cloud.png" alt="Alibaba Cloud OPS Logo" /> Alibaba Cloud OPS - Manage the lifecycle of your Alibaba Cloud resources with CloudOps Orchestration Service and Alibaba Cloud OpenAPI.
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<img height="12" width="12" src="https://github.com/aliyun/alibabacloud-rds-openapi-mcp-server/blob/main/assets/alibabacloudrds.png" alt="Alibaba Cloud RDS MySQL Logo" /> Alibaba Cloud RDS - An MCP server designed to interact with the Alibaba Cloud RDS OpenAPI, enabling programmatic management of RDS resources via an LLM.
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<img height="12" width="12" src="https://www.alipayplus.com/favicon.ico" alt="AlipayPlus Logo" /> AlipayPlus - Connect your AI Agents to AlipayPlus Checkout Payment.
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<img height="12" width="12" src="https://datalab.alkemi.ai/favicon.png" alt="Alkemi Logo" /> Alkemi - Query Snowflake, Google BigQuery, DataBricks Data Products through Alkemi.ai.
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<img height="12" width="12" src="https://cdn.allvoicelab.com/resources/workbench/dist/icon-dark.ico" alt="AllVoiceLab Logo" /> AllVoiceLab - An AI voice toolkit with TTS, voice cloning, and video translation, now available as an MCP server for smarter agent integration.
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<img height="12" width="12" src="https://files.alpaca.markets/webassets/favicon-32x32.png" alt="Alpaca Logo" /> Alpaca – Alpaca's MCP server lets you trade stocks and options, analyze market data, and build strategies through Alpaca's Trading API
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<img height="12" width="12" src="https://www.alphavantage.co/logo.png/" alt="AlphaVantage Logo" /> AlphaVantage - Connect to 100+ APIs for financial market data, including stock prices, fundamentals, and more from AlphaVantage
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<img height="12" width="12" src="https://alttester.com/app/themes/alttester-sage-theme/public/images/logo-alttester.038ec8.png" alt="AltTester Logo" /> AltTester® - Use AltTester® capabilities to connect and test your Unity or Unreal game. Write game test automation faster and smarter, using AltTester and the AltTester® MCP server.
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<img height="12" width="12" src="https://raw.githubusercontent.com/amplitude/mcp-server-guide/refs/heads/main/amplitude-logo.svg" alt="Amplitude Logo" /> Amplitude - The Amplitude MCP server enables seamless integration between AI assistants and your product data, allowing you to search, analyze, and query charts, dashboards, experiments, feature flags, and metrics directly from your AI interface.
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<img height="12" width="12" src="https://www.antom.com/favicon.ico" alt="Antom Logo" /> Antom - Connect your AI Agents to Antom Checkout Payment.
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<img height="12" width="12" src="https://developers.anytype.io/img/favicon.ico" alt="Anytype Logo" /> Anytype - An MCP server enabling AI assistants to interact with Anytype - a local and collaborative wiki - to organize objects, lists, and more through natural language.
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<img height="12" width="12" src="https://doris.apache.org/images/favicon.ico" alt="Apache Doris Logo" /> Apache Doris - MCP Server For Apache Doris, an MPP-based real-time data warehouse.
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<img height="12" width="12" src="https://iotdb.apache.org/img/logo.svg" alt="Apache IoTDB Logo" /> Apache IoTDB - MCP Server for Apache IoTDB database and its tools
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Apache Pinot – MCP server for running real - time analytics queries on Apache Pinot, an open-source OLAP database built for high-throughput, low-latency powering real-time applications.
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<img height="12" width="12" src="https://apify.com/favicon.ico" alt="Apify Logo" /> Apify - Use 6,000+ pre-built cloud tools to extract data from websites, e-commerce, social media, search engines, maps, and more
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<img height="12" width="12" src="https://2052727.fs1.hubspotusercontent-na1.net/hubfs/2052727/cropped-cropped-apimaticio-favicon-1-32x32.png" alt="APIMatic Logo" /> APIMatic MCP - APIMatic MCP Server is used to validate OpenAPI specifications using APIMatic. The server processes OpenAPI files and returns validation summaries by leveraging APIMatic's API.
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<img height="12" width="12" src="https://apollo-server-landing-page.cdn.apollographql.com/_latest/assets/favicon.png" alt="Apollo Graph Logo" /> Apollo MCP Server - Connect your GraphQL APIs to AI agents
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<img height="12" width="12" src="https://appium.io/docs/en/latest/assets/images/appium-logo-horiz.png" alt="Appium Logo" /> Appium MCP Server - MCP server for Mobile Development and Automation | iOS, Android, Simulator, Emulator, and Real Devices
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<img height="12" width="12" src="https://developer.aqara.com/favicon.ico" alt="Aqara Logo" /> Aqara MCP Server - Control Aqara smart home devices, query status, execute scenes, and much more using natural language.
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<img height="12" width="12" src="https://media.licdn.com/dms/image/v2/C4D0BAQEeD7Dxbpadkw/company-logo_200_200/company-logo_200_200/0/1644692667545/archbee_logo?e=2147483647&v=beta&t=lTi9GRIoqzG6jN3kJC26uZWh0q3uiQelsH6mGoq_Wfw" alt="Archbee Logo" /> Archbee - Write and publish documentation that becomes the trusted source for instant answers with AI. Stop cobbling tools and use Archbee — the first complete documentation platform.
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<img height="12" width="12" src="https://phoenix.arize.com/wp-content/uploads/2023/04/cropped-Favicon-32x32.png" alt="Arize-Phoenix Logo" /> Arize Phoenix - Inspect traces, manage prompts, curate datasets, and run experiments using Arize Phoenix, an open-source AI and LLM observability tool.
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<img height="12" width="12" src="https://731523176-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FaVUBXRZbpAgtjYf5HsvO%2Fuploads%2FaRRrVVocXCTr6GkepfCx%2Flogo_color.svg?alt=media&token=3ba24089-0ab2-421f-a9d9-41f2f94f954a" alt="Armor Logo" /> Armor Crypto MCP - MCP to interface with multiple blockchains, staking, DeFi, swap, bridging, wallet management, DCA, Limit Orders, Coin Lookup, Tracking and more.
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<img height="12" width="12" src="https://console.asgardeo.io/app/libs/themes/wso2is/assets/images/branding/favicon.ico" alt="Asgardeo Logo" /> Asgardeo - MCP server to interact with your Asgardeo organization through LLM tools.
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<img height="12" width="12" src="https://www.datastax.com/favicon-32x32.png" alt="DataStax logo" /> Astra DB - Comprehensive tools for managing collections and documents in a DataStax Astra DB NoSQL database with a full range of operations such as create, update, delete, find, and associated bulk actions.
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<img height="12" width="12" src="https://cdn.prod.website-files.com/66598898fd13d51606c3215d/66ccbfef13bd8bc19d587578_favicon-32x32.png" alt="Atla Logo" /> Atla - Enable AI agents to interact with the Atla API for state-of-the-art LLMJ evaluation.
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<img height="12" width="12" src="https://assets.atlan.com/assets/atlan-a-logo-blue-background.png" alt="Atlan Logo" /> Atlan - The Atlan Model Context Protocol server allows you to interact with the Atlan services through multiple tools.
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<img height="12" width="12" src="https://www.atlassian.com/favicon.ico" alt="Atlassian Logo" /> Atlassian - Securely interact with Jira work items and Confluence pages, and search across both.
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<img height="12" width="12" src="https://res.oafimg.cn/-/737b3b3ffed9b19e/logo.png" alt="AtomGit Logo" /> AtomGit - Official AtomGit server for integration with repository management, PRs, issues, branches, labels, and more.
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<img height="12" width="12" src="https://atono.io/favicon.ico" alt="Atono Logo" /> Atono - Modern product teams connect their AI assistant to Atono to create and update stories, bugs, assignments and fixes.
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<img height="12" width="12" src="https://resources.audiense.com/hubfs/favicon-1.png" alt="Audiense Logo" /> Audiense Insights - Marketing insights and audience analysis from Audiense reports, covering demographic, cultural, influencer, and content engagement analysis.
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<img height="12" width="12" src="https://cdn.auth0.com/website/website/favicons/auth0-favicon.svg" alt="Auth0 Logo" /> Auth0 - MCP server for interacting with your Auth0 tenant, supporting creating and modifying actions, applications, forms, logs, resource servers, and more.
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<img height="12" width="12" src="https://firstorder.ai/favicon_auth.ico" alt="Authenticator App Logo" /> Authenticator App · 2FA - A secure MCP (Model Context Protocol) server that enables AI agents to interact with the Authenticator App.
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<img height="12" width="12" src="https://a0.awsstatic.com/libra-css/images/site/fav/favicon.ico" alt="AWS Logo" /> AWS - Specialized MCP servers that bring AWS best practices directly to your development workflow.
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<img height="12" width="12" src="https://axiom.co/favicon.ico" alt="Axiom Logo" /> Axiom - Query and analyze your Axiom logs, traces, and all other event data in natural language
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<img height="12" width="12" src="https://cdn-dynmedia-1.microsoft.com/is/content/microsoftcorp/acom_social_icon_azure" alt="Microsoft Azure Logo" /> Azure - The Azure MCP Server gives MCP Clients access to key Azure services and tools like Azure Storage, Cosmos DB, the Azure CLI, and more.
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<img height="12" width="12" src="https://cdn-dynmedia-1.microsoft.com/is/content/microsoftcorp/1062064-Products-1.2-24x24" alt="Microsoft Azure DevOps Logo" /> Azure DevOps - Interact with Azure DevOps services like repositories, work items, builds, releases, test plans, and code search.
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<img height="12" width="12" src="https://application.backdocket.com/favicon.ico" alt="Backdocket Logo" /> Backdocket - Search, Retrieve, and Update your Backdocket data. This currently includes Claims, Matters, Contacts, Tasks and Advanced Searches. To easily use the Remote Mcp Server utilize the following url: https://ai.backdocket.com/mcp
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<img height="12" width="12" src="https://mapopen-website-wiki.cdn.bcebos.com/LOGO/lbsyunlogo_icon.ico" alt="Baidu Map Logo" /> Baidu Map - Baidu Map MCP Server provides tools for AI agents to interact with Baidu Maps APIs, enabling location-based services and geospatial data analysis.
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<img height="12" width="12" src="https://www.bankless.com/favicon.ico" alt="Bankless Logo" /> Bankless Onchain - Query Onchain data, like ERC20 tokens, transaction history, smart contract state.
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<img height="12" width="12" src="https://baserow.io/img/logo_baserow_square_large.png" alt="Baserow Logo" /> Baserow - Query data from Baserow self-hosted or SaaS databases using MCP integration.
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<img height="12" width="12" src="https://cdn.prod.website-files.com/6815c48ebd95a588d14e383b/68582c01f6420d9777922095_xAsset%20114rt.avif" alt="Bauplan Logo" /> Bauplan - Manage the Bauplan lakehouse: query tables, create data branches, run pipelines, retrieve logs.
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<img height="12" width="12" src="https://bicscan.io/favicon.png" alt="BICScan Logo" /> BICScan - Risk score / asset holdings of EVM blockchain address (EOA, CA, ENS) and even domain names.
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<img height="12" width="12" src="https://www.bitnovo.com/favicons/favicon-196x196.png" alt="Bitnovo Logo" /> Bitnovo Pay - Cryptocurrency payment integration enabling AI agents to create payments, manage QR codes, and process transactions through the Bitnovo Pay API with support for Bitcoin, Ethereum, and other cryptocurrencies.
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<img height="12" width="12" src="https://web-cdn.bitrise.io/favicon.ico" alt="Bitrise Logo" /> Bitrise - Chat with your builds, CI, and more.
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<img height="12" width="12" src="https://boikot.xyz/assets/favicon.svg" alt="boikot Logo" /> Boikot - Learn about the ethical and unethical actions of major companies with boikot.xyz.
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<img height="12" width="12" src="https://boldsign.com/favicon.ico" alt="BoldSign Logo" /> BoldSign - Search, request, and manage e-signature contracts effortlessly with BoldSign.
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<img height="12" width="12" src="https://boost.space/favicon.ico" alt="Boost.space Logo" /> Boost.space - An MCP server integrating with Boost.space for centralized, automated business data from 2000+ sources.
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<img height="12" width="12" src="https://boostsecurity.io/hs-fs/hubfs/blue-logo.png" alt="BoostSecurity Logo" /> BoostSecurity - Powered by BoostSecurity, the MCP guardrails coding agents against introducing dependencies with vulnerabilities, malware or typosquatting.
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<img height="12" width="12" src="https://www.box.com/favicon.ico" alt="Box Logo" /> Box - Interact with the Intelligent Content Management platform through Box AI.
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<img height="12" width="12" src="https://www.brightdata.com/favicon.ico" alt="BrightData Logo" /> BrightData - Discover, extract, and interact with the web - one interface powering automated access across the public internet.
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<img height="12" width="12" src="https://browserbase.com/favicon.ico" alt="Browserbase Logo" /> Browserbase - Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more)
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<img height="12" width="12" src="https://browserstack.wpenginepowered.com/wp-content/themes/browserstack/img/favicons/favicon.ico" alt="BrowserStack Logo" /> BrowserStack - Access BrowserStack's Test Platform to debug, write and fix tests, do accessibility testing and more.
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<img height="12" width="12" src="https://bldbl.dev/favico.png" alt="Buildable Logo" />Buildable (TypeScript) - Official MCP server for Buildable AI-powered development platform. Enables AI assistants to manage tasks, track progress, get project context, and collaborate with humans on software projects.
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<img height="12" width="12" src="https://www.google.com/s2/favicons?domain=buildkite.com&sz=24" alt="Buildkite Logo" /> Buildkite - Exposing Buildkite data (pipelines, builds, jobs, tests) to AI tooling and editors.
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<img height="12" width="12" src="https://builtwith.com/favicon.ico" alt="BuiltWith Logo" /> BuiltWith - Identify the technology stack behind any website.
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<img height="12" width="12" src="https://portswigger.net/favicon.ico" alt="PortSwigger Logo" /> Burp Suite - MCP Server extension allowing AI clients to connect to Burp Suite
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<img src="https://app.cal.com/favicon.ico" alt="Cal.com" width="12" height="12"> Cal.com - Connect to the Cal.com API to schedule and manage bookings and appointments.
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<img height="12" width="12" src="https://campertunity.com/assets/icon/favicon.ico" alt="Campertunity Logo" /> Campertunity - Search campgrounds around the world on campertunity, check availability, and provide booking links.
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<img height="12" width="12" src="https://static.canva.com/static/images/favicon.ico" alt="Canva logo" /> Canva — Provide AI - powered development assistance for Canva apps and integrations.
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<img height="12" width="12" src="https://carbonvoice.app/favicon.ico" alt="Carbon Voice Logo" /> Carbon Voice - MCP Server that connects AI Agents to Carbon Voice. Create, manage, and interact with voice messages, conversations, direct messages, folders, voice memos, AI actions and more in Carbon Voice.
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<img height="12" width="12" src="https://play.cartesia.ai/icon.png" alt="Cartesia logo" /> Cartesia - Connect to the Cartesia voice platform to perform text-to-speech, voice cloning etc.
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<img height="12" width="12" src="https://www.cashfree.com/favicon.ico" alt="Cashfree logo" /> Cashfree - Cashfree Payments official MCP server.
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CB Insights - Use the CB Insights MCP Server to connect to ChatCBI
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<img height="12" width="12" src="https://chainaware.ai/assets/brand/chainawareai-logo.svg" alt="ChainAware.ai Logo" /> Behavioural Prediction - AI-powered tools to analyze wallet behaviour prediction,fraud detection and rug pull prediction powered by ChainAware.ai.
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<img height="12" width="12" src="https://www.chargebee.com/static/resources/brand/favicon.png" alt="Chargebee Logo" /> Chargebee - MCP Server that connects AI agents to Chargebee platform.
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<img height="12" width="12" src="https://cheqd.io/wp-content/uploads/2023/03/logo_cheqd_favicon.png" alt="Cheqd Logo" /> Cheqd - Enable AI Agents to be trusted, verified, prevent fraud, protect your reputation, and more through cheqd's Trust Registries and Credentials.
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<img height="12" width="12" src="https://cdn.chiki.studio/brand/logo.png" alt="Chiki StudIO Logo" /> Chiki StudIO - Create your own configurable MCP servers purely via configuration (no code), with instructions, prompts, and tools support.
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<img height="12" width="12" src="https://trychroma.com/_next/static/media/chroma-logo.ae2d6e4b.svg" alt="Chroma Logo" /> Chroma - Embeddings, vector search, document storage, and full-text search with the open-source AI application database
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<img height="12" width="12" src="https://www.google.com/chrome/static/images/favicons/favicon-32x32.png" alt="Chrome" /> Chrome DevTools - Enable AI coding assistants to debug web pages directly in Chrome, providing runtime insights and debugging capabilities.
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<img height="12" width="12" src="https://www.chronulus.com/favicon/chronulus-logo-blue-on-alpha-square-128x128.ico" alt="Chronulus AI Logo" /> Chronulus AI - Predict anything with Chronulus AI forecasting and prediction agents.
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<img height="12" width="12" src="https://circleci.com/favicon.ico" alt="CircleCI Logo" /> CircleCI - Enable AI Agents to fix build failures from CircleCI.
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<img height="12" width="12" src="https://assets.zilliz.com/Zilliz_Logo_Mark_White_20230223_041013_86057436cc.png" alt="Claude Context Logo" /> Claude Context - Bring your codebase as context to Claude Code
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<img height="12" width="12" src="https://cleanupcrew.ai/favicon-light.png" alt="Cleanup Crew logo" /> Cleanup Crew - Real-time human support service for non-technical founders using AI coding tools. When AI hits a wall, request instant human help directly from your IDE.
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<img height="12" width="12" src="https://clickhouse.com/favicon.ico" alt="ClickHouse Logo" /> ClickHouse - Query your ClickHouse database server.
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<img height="12" width="12" src="https://brand.clicksend.com/_ipx/s_794x608/img/clicksend_icon_only.svg" alt="ClickSend Logo" /> ClickSend - This is the official ClickSend MCP Server developed by ClickSend team.
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<img height="12" width="12" src="https://avatars.githubusercontent.com/u/206176626?s=200&v=4" alt="Clix Logo" /> Clix MCP Server - Clix MCP Server that enables AI agents to provide real-time, trusted Clix documentation and SDK code examples for seamless integrations.
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<img height="12" width="12" src="https://7463-tcb-advanced-a656fc-1257967285.tcb.qcloud.la/mcp/cloudbase-logo.svg" alt="CloudBase Logo" /> CloudBase - One-stop backend services for WeChat Mini-Programs and full-stack apps with serverless cloud functions and databases by Tencent CloudBase
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<img height="12" width="12" src="https://www.cloudbees.com/favicon.ico" alt="CloudBees Logo" /> CloudBees CI - Enable AI access to your CloudBees CI cluster, the Enterprise-grade Jenkins®-based solution.
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<img height="12" width="12" src="https://www.cloudbees.com/favicon.ico" alt="CloudBees Logo" /> CloudBees Unify - Enable AI access to your CloudBees Unify environment.
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<img height="12" width="12" src="https://www.cloudbet.com/favicon.ico" alt="Cloudbet Logo" /> Cloudbet - Structured sports and esports data via Cloudbet API: fixtures, live odds, stake limits, and markets.
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<img src="http://www.google.com/s2/favicons?domain=www.cloudera.com" alt="Cloudera Iceberg" width="12" height="12"> Cloudera Iceberg - enabling AI on the Open Data Lakehouse.
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<img height="12" width="12" src="https://cdn.simpleicons.org/cloudflare" /> Cloudflare - Deploy, configure & interrogate your resources on the Cloudflare developer platform (e.g. Workers/KV/R2/D1)
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<img src="https://cdn.prod.website-files.com/64d41aab8183c7c3324ddb29/67c0f1e272e51cf3c511c17c_Gyph.svg" alt="Cloudinary" width="12" height="12"> Cloudinary - Exposes Cloudinary's media upload, transformation, AI analysis, management, optimization and delivery as tools usable by AI agents
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<img height="12" width="12" src="https://raw.githubusercontent.com/Cloudsway-AI/smartsearch/refs/heads/main/plugin_cloudsway.ico" alt="Cloudsway Logo" /> Cloudsway SmartSearch - Web search MCP server powered by Cloudsway, supporting keyword search, language, and safety options. Returns structured JSON results.
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<img height="12" width="12" src="https://app.codacy.com/static/images/favicon-16x16.png" alt="Codacy Logo" /> Codacy - Interact with Codacy API to query code quality issues, vulnerabilities, and coverage insights about your code.
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<img height="12" width="12" src="https://codelogic.com/wp-content/themes/codelogic/assets/img/favicon.png" alt="CodeLogic Logo" /> CodeLogic - Interact with CodeLogic, a Software Intelligence platform that graphs complex code and data architecture dependencies, to boost AI accuracy and insight.
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<img height="12" width="12" src="https://www.coinex.com/_assets/img/brand/svg/day-1.svg" alt="Coinex Logo" /> Coinex - Official Coinex API. 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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<img height="12" width="12" src="https://www.coingecko.com/favicon.ico" alt="CoinGecko Logo" /> CoinGecko - Official CoinGecko API MCP Server for Crypto Price & Market Data, across 200+ Blockchain Networks and 8M+ Tokens.
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<img height="12" width="12" src="https://coinstats.app/favicon.ico" alt="CoinStats Logo" /> CoinStats - MCP Server for the CoinStats API. Provides access to cryptocurrency market data, portfolio tracking and news.
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<img height="12" width="12" src="https://www.comet.com/favicon.ico" alt="Comet Logo" /> Comet Opik - Query and analyze your Opik logs, traces, prompts and all other telemetry data from your LLMs in natural language.
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<img height="12" width="12" src="https://www.commercelayer.io/favicon.ico" alt="Commerce Layer Logo" /> Commerce Layer - Interact with Commerce Layer Metrics API.
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<img height="12" width="12" src="https://platform.composio.dev/favicon.ico" alt="Composio Logo" /> Composio – Use Composio to connect 100+ tools. Zero setup. Auth built-in. Made for agents, works for humans.
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<img height="12" width="12" src="https://cdn.prod.website-files.com/6572bd8c27ee5db3eb91f4b3/6572bd8d27ee5db3eb91f55e_favicon-dashflow-webflow-template.svg" alt="OSS Conductor Logo" /> <img height="12" width="12" src="https://cdn.prod.website-files.com/68c3f472828bb14d0564ad4a/68c3f472828bb14d0564b0ab_Orkes%20Logo%20Symbol.svg" alt="Orkes Conductor Logo" />Conductor - Interact with Conductor (OSS and Orkes) REST APIs.
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<img height="12" width="12" src="https://configcat.com/favicon.ico" alt="ConfigCat Logo" /> ConfigCat - Enables AI tools to interact with ConfigCat, 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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<img height="12" width="12" src="https://www.confluent.io/favicon.ico" alt="Confluent Logo" /> Confluent - Interact with Confluent Kafka and Confluent Cloud REST APIs.
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<img height="12" width="12" src="https://github.com/mattjoyce.png" alt="Construe Logo" /> Construe - FastMCP server for intelligent Obsidian vault context management with frontmatter filtering, automatic chunking, and secure bidirectional knowledge operations.
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<img height="12" width="12" src="https://ginylil.com/favicon.ico" alt="Ginylil Logo" /> 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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<img src="https://contrastsecurity.com/favicon.ico" alt="Contrast Security" width="12" height="12"> Contrast Security - Brings Contrast's vulnerability and SCA data into your coding agent to quickly remediate vulnerabilities.
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<img height="12" width="12" src="https://www.convex.dev/favicon.ico" alt="Convex Logo" /> Convex - Introspect and query your apps deployed to Convex.
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<img height="12" width="12" src="https://www.cortex.io/favicon.ico" alt="Cortex Logo" /> Cortex - Official MCP server for Cortex.
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<img height="12" width="12" src="https://avatars.githubusercontent.com/u/605755?s=200&v=4" alt="Couchbase Logo" /> Couchbase - Interact with the data stored in Couchbase clusters.
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<img height="12" width="12" src="https://www.courier.com/favicon.ico" alt="Courier Logo" /> Courier - Build, update, and send multi-channel notifications across email, sms, push, Slack, and Microsoft Teams.
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<img height="12" width="12" src="https://github.com/user-attachments/assets/b256f9fa-2020-4b37-9644-c77229ef182b" alt="CRIC 克而瑞 LOGO"> CRIC Wuye AI - Interact with capabilities of the CRIC Wuye AI platform, an intelligent assistant specifically for the property management industry.
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<img height="12" width="12" src="https://www.crowdstrike.com/etc.clientlibs/crowdstrike/clientlibs/crowdstrike-common/resources/favicon.ico" alt="CrowdStrike Logo" /> CrowdStrike Falcon - Connects AI agents with the CrowdStrike Falcon platform for intelligent security analysis, providing programmatic access to detections, incidents, behaviors, threat intelligence, hosts, vulnerabilities, and identity protection capabilities.
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<img height="12" width="12" src="https://avatars.githubusercontent.com/u/58433296" alt="CTERA Edge Filer" /> CTERA Edge Filer - CTERA Edge Filer delivers intelligent edge caching and multiprotocol file access, enabling fast, secure access to files across core and remote sites.
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<img height="12" width="12" src="https://avatars.githubusercontent.com/u/58433296" alt="CTERA Portal" /> CTERA Portal - CTERA Portal is a multi-tenant, multi-cloud platform that delivers a global namespace and unified management across petabytes of distributed content.
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<img height="12" width="12" src="https://customer.io/favicon.ico" alt="Customer.io Logo" /> Customer.io - Let any LLM work directly with your Customer.io workspace to create segments, inspect user profiles, search for customers, and access workspace data. Analyze customer attributes, manage audience targeting, and explore your workspace without switching tabs.
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<img height="12" width="12" src="https://app.cycode.com/img/favicon.ico" alt="Cycode Logo" /> Cycode - Boost security in your dev lifecycle via SAST, SCA, Secrets & IaC scanning with Cycode.
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<img height="12" width="12" src="http://app.itsdart.com/static/img/favicon.png" alt="Dart Logo" /> Dart - Interact with task, doc, and project data in Dart, an AI-native project management tool
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<img height="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 - 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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<img height="12" width="12" src="https://datahub.com/wp-content/uploads/2025/04/cropped-Artboard-1-32x32.png" alt="DataHub Logo" /> DataHub - Search your data assets, traverse data lineage, write SQL queries, and more using DataHub metadata.
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<img height="12" width="12" src="https://www.datawrapper.de/favicon-32x32.png" alt="Datawrapper logo"> Datawrapper - A Model Context Protocol (MCP) server for creating Datawrapper charts using AI assistants.
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<img height="12" width="12" src="https://www.daytona.io/brand/social-daytona-icon.png" alt="Daytona Logo" /> Daytona - Fast and secure execution of your AI generated code with Daytona sandboxes
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<img height="12" width="12" src="https://debugg.ai/favicon.svg" alt="Debugg AI Logo" /> Debugg.AI - Zero-Config, Fully AI-Managed End-to-End Testing for any code gen platform via Debugg.AI remote browsing test agents.
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<img height="12" width="12" src="https://www.deepl.com/img/logo/deepl-logo-blue.svg" alt="DeepL Logo" /> DeepL - Translate or rewrite text with DeepL's very own AI models using the DeepL API
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<img height="12" width="12" src="https://web-st.oss-cn-shanghai.aliyuncs.com/www/static/icon/bitbug_favicon.ico" alt="DeepQ Logo"> DeepQ - 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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<img height="12" width="12" src="https://defang.io/_next/static/media/defang-icon-dark-colour.25f95b77.svg" alt="Defang Logo" /> Defang - Deploy your project to the cloud seamlessly with the Defang platform without leaving your integrated development environment
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<img height="12" width="12" src="https://deployhq.com/assets/favicon-357ebe39b58f28869358da83948e76e7cadfb0791c97af34abfe346f5e3ef634.png" alt="DeployHQ Logo" /> DeployHQ – MCP server for DeployHQ API integration, enabling AI assistants to manage deployments, list projects, and monitor deployment status.
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<img height="12" width="12" src="https://destinia.com/headers/ilusion/sunrise/dist/favicon/favicon-16x16.png?v=PCJysKzN" alt="Destinia Logo" /> Destinia - Provider tools to search for hotels in Destinia and get listing details.
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<img height="12" width="12" src="https://detailer.ginylil.com/favicon.ico" alt="Detailer Logo" /> Detailer – 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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<img height="12" width="12" src="https://devcycle.com/_next/image?url=%2Fassets%2Fbrand%2FColor-logo-mark.png&w=384&q=75" alt="DevCycle Logo" /> DevCycle - Create and monitor feature flags using natural language in your AI coding assistant.
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<img height="12" width="12" src="https://www.devexpress.com/Content/Core/favicon.ico" alt="DevExpress Logo" /> DevExpress Documentation MCP server — Get instant, AI-powered access to 300,000+ help topics on DevExpress UI Component APIs — right in the AI Coding Assistant/IDE of your choice.
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<img height="12" width="12" src="https://www.devhub.com/img/upload/favicon-196x196-dh.png" alt="DevHub Logo" /> DevHub - Manage and utilize website content within the DevHub CMS platform
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<img height="12" width="12" src="https://devrev.ai/favicon.ico" alt="DevRev Logo" /> DevRev - An MCP server to integrate with DevRev APIs to search through your DevRev Knowledge Graph where objects can be imported from diff. Sources listed here.
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<img height="12" width="12" src="https://dexpaprika.com/favicon.ico" alt="DexPaprika Logo" /> DexPaprika (CoinPaprika) - Access real-time DEX data, liquidity pools, token information, and trading analytics across multiple blockchain networks with DexPaprika by CoinPaprika.
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Diffusion - Connect to any Diffusion server to explore topics, create/update topics, manage sessions, configure features like topic views and metrics, and monitor the server.
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<img height="12" width="12" src="https://github.com/dolthub/dolt/raw/main/images/Dolt-Logo@3x.svg" alt="Dolt Logo" /> Dolt - The official MCP server for version-controlled Dolt databases.
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<img height="12" width="12" src="https://eu.getdot.ai/favicon.ico" alt="GetDot.ai Logo" /> Dot (GetDot.ai) - Fetch, analyze or visualize data from your favorite database or data warehouse (Snowflake, BigQuery, Redshift, Databricks, Clickhouse, ...) with Dot, your AI Data Analyst. This remote MCP server is a one-click integration for user that have setup Dot.
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<img height="12" width="12" src="https://avatars.githubusercontent.com/u/65421071?s=200&v=4" alt="Drata Logo" /> Drata - Get hands-on with our experimental MCP server—bringing real-time compliance intelligence into your AI workflows.
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<img height="12" width="12" src="https://avatars.githubusercontent.com/u/204530939?s=200&v=4" alt="Dumpling AI Logo" /> Dumpling AI - Access data, web scraping, and document conversion APIs by Dumpling AI
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<img height="12" width="12" src="https://avatars.githubusercontent.com/u/58178984" alt="Dynatrace Logo" /> Dynatrace - Manage and interact with the Dynatrace Platform for real-time observability and monitoring.
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<img height="12" width="12" src="https://e2b.dev/favicon.ico" alt="E2B Logo" /> E2B - Run code in secure sandboxes hosted by E2B
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<img height="12" width="12" src="https://www.edgee.cloud/favicon.ico" alt="Edgee Logo" /> Edgee - Deploy and manage Edgee components and projects
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<img height="12" width="12" src="https://static.edubase.net/media/brand/favicon/favicon-32x32.png" alt="EduBase Logo" /> EduBase - Interact with EduBase, a comprehensive e-learning platform with advanced quizzing, exam management, and content organization capabilities
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<img height="12" width="12" src="https://www.elastic.co/favicon.ico" alt="Elasticsearch Logo" /> Elasticsearch - Query your data in Elasticsearch
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<img height="12" width="12" src="https://www.elastic.co/favicon.ico" alt="Elasticsearch Memory Logo" /> Elasticsearch Memory - Persistent memory with hierarchical categorization, semantic search, and intelligent auto-detection. Install via PyPI.
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<img height="12" width="12" src="https://elasticemail.com/favicon.ico" alt="Elastic Email Logo" /> Elastic Email - Elastic Email MCP Server delivers full-scale email capabilities to the next generation of AI agents and MCP-compatible environments.
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<img height="12" width="12" src="https://github.com/EmberAGI/arbitrum-vibekit/blob/main/img/Ember%20Black.png?raw=true" alt="Ember AI Logo" /> Ember AI - A unified MCP server that enables AI agents to execute cross-chain DeFi strategies.
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<img height="12" width="12" src="https://cdn.prod.website-files.com/656eaf5c6da3527caf362363/656ecc07555afac40df4c40e_Facicon.png" alt="Endor Labs Logo" /> Endor Labs - Find and fix security risks in you code. Integrate Endor Labs to scan and secure your code from vulnerabilities and secret leaks.
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<img height="12" width="12" src="https://esignatures.com/favicon.ico" alt="eSignatures Logo" /> eSignatures - Contract and template management for drafting, reviewing, and sending binding contracts.
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<img height="12" width="12" src="https://rainmaker.espressif.com/favicon.ico" alt="ESP RainMaker Logo" /> ESP RainMaker - Official Espressif MCP Server to Control and Manage ESP RainMaker Devices.
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<img height="12" width="12" src="https://exa.ai/images/favicon-32x32.png" alt="Exa Logo" /> Exa - Search Engine made for AIs by Exa
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<img height="12" width="12" src="https://www.explorium.ai/wp-content/uploads/2025/04/Favicon-Purple-512x512-1-150x150.png" alt="Explorium Logo" /> Explorium - B2B data and infrastructure for AI SDR & GTM Agents Explorium
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<img height="12" width="12" src="https://faculti.ai/favicon.ico" alt="Faculti Logo" /> Faculti - "Search academic expert video interviews, research papers, contributions, and economic indicators from faculti.ai. Tools for discovering scholarly content across 15+ subject categories."
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FalkorDB - FalkorDB graph database server get schema and read/write-cypher FalkorDB
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<img height="12" width="12" src="https://fetchserp.com/icon.png" alt="fetchSERP Logo" /> fetchSERP - All-in-One SEO & Web Intelligence Toolkit API fetchSERP
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<img height="12" width="12" src="https://fewsats.com/favicon.svg" alt="Fewsats Logo" /> Fewsats - Enable AI Agents to purchase anything in a secure way using Fewsats
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<img height="12" width="12" src="https://fibery.io/favicon.svg" alt="Fibery Logo" /> Fibery - Perform queries and entity operations in your Fibery workspace.
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<img height="12" width="12" src="https://static.figma.com/app/icon/2/favicon.ico" alt="Figma Logo" /> Figma - Bring Figma directly into your workflow by providing important design information and context to AI agents generating code from design files with the official Figma MCP server.
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<img height="12" width="12" src="https://financialdatasets.ai/favicon.ico" alt="Financial Datasets Logo" /> Financial Datasets - Stock market API made for AI agents
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<img height="12" width="12" src="https://www.gstatic.com/devrel-devsite/prod/v7aeef7f1393bb1d75a4489145c511cdd5aeaa8e13ad0a83ec1b5b03612e66330/firebase/images/favicon.png" alt="Firebase Logo" /> Firebase - Firebase's experimental MCP Server to power your AI Tools
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<img height="12" width="12" src="https://firecrawl.dev/favicon.ico" alt="Firecrawl Logo" /> Firecrawl - Extract web data with Firecrawl
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<img height="12" width="12" src="https://avatars.githubusercontent.com/u/100200663?s=200&v=4" alt="Firefly Logo" /> Firefly - Integrates, discovers, manages, and codifies cloud resources with Firefly.
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<img height="12" width="12" src="https://fireproof.storage/favicon.ico" alt="Fireproof Logo" /> Fireproof - Immutable ledger database with live synchronization
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<img height="12" width="12" src="https://fixparser.dev/favicon.ico" alt="FIXParser Logo" /> FIXParser - A modern FIX Protocol engine for AI-powered trading agents
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<img height="12" width="12" src="https://avatars.githubusercontent.com/u/52471808" alt="Fluid Attacks Logo" /> Fluid Attacks - Interact with the Fluid Attacks API, enabling vulnerability management, organization insights, and GraphQL query execution.
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<img height="12" width="12" src="https://flutterwave.com/favicon.ico" alt="Flutterwave Logo" /> Flutterwave - Interact with Flutterwave payment solutions API, to manage transactions, payment links and more.
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<img height="12" width="12" src="https://forevervm.com/icon.png" alt="ForeverVM Logo" /> ForeverVM - Run Python in a code sandbox.
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<img height="12" width="12" src="https://gcore.com/assets/favicon/favicon-16x16.png" alt="Gcore Logo" /> Gcore - Interact with Gcore platform services via LLM assistants, providing unified access to CDN, GPU Cloud & AI Inference, Video Streaming, WAAP, and cloud resources including instances and networks.
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<img height="12" width="12" src="https://app.gibsonai.com/favicon.ico" alt="GibsonAI Logo" /> GibsonAI - AI-Powered Cloud databases: Build, migrate, and deploy database instances with AI
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<img height="12" width="12" src="https://gitea.com/assets/img/favicon.svg" alt="Gitea Logo" /> Gitea - Interact with Gitea instances with MCP.
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<img height="12" width="12" src="https://gitee.com/favicon.ico" alt="Gitee Logo" /> Gitee - Gitee API integration, repository, issue, and pull request management, and more.
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<img height="12" width="12" src="https://cdn.prod.website-files.com/5ee25cbe47310017adf964da/6323888a9b9f4e22a7bc766b_GG%20Favicon.svg" alt="GitGuardian Logo" /> GitGuardian - GitGuardian official MCP server - Scan projects using GitGuardian's industry-leading API, which features over 500 secret detectors to prevent credential leaks before they reach public repositories. Resolve security incidents directly with rich contextual data for rapid, automated remediation.
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<img height="12" width="12" src="https://github.githubassets.com/assets/GitHub-Mark-ea2971cee799.png" alt="GitHub Logo" /> GitHub - GitHub's official MCP Server.
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<img height="12" width="12" src="https://www.gitkraken.com/wp-content/uploads/2021/03/android-chrome-144x144-1.png" alt="GitKraken Logo" /> GitKraken - A CLI for interacting with GitKraken APIs. Includes an MCP server via
gk mcpthat not only wraps GitKraken APIs, but also Jira, GitHub, GitLab, and more. -
<img height="12" width="12" src="https://gitlab.com/favicon.ico" alt="GitLab Logo" /> GitLab - GitLab's official MCP server enabling AI tools to securely access GitLab project data, manage issues, and perform repository operations via OAuth 2.0.
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<img height="12" width="12" src="https://app.glean.com/images/favicon3-196x196.png" alt="Glean Logo" /> Glean - Enterprise search and chat using Glean's API.
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<img height="12" width="12" src="https://cdn.jsdelivr.net/gh/jsdelivr/globalping-media@refs/heads/master/icons/android-chrome-192x192.png" alt="Globalping Logo" /> Globalping - Access a network of thousands of probes to run network commands like ping, traceroute, mtr, http and DNS resolve.
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<img height="12" width="12" src="https://gnucleus.ai/favicon.ico" alt="gNucleus Logo" /> gNucleus Text-To-CAD - Generate CAD parts and assemblies from text using gNucleus AI models.
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<img height="12" width="12" src="https://api.gologin.com/favicon.ico" alt="GoLogin Logo" /> GoLogin MCP server - Manage your GoLogin browser profiles and automation directly through AI conversations!
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<img height="12" width="12" src="https://www.gstatic.com/cgc/favicon.ico" alt="Google Cloud Logo" /> Google Cloud Run - Deploy code to Google Cloud Run
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<img height="12" width="12" src="https://avatars.githubusercontent.com/u/3717923?s=200&v=4" alt="Google Maps Platform Logo" /> Google Maps Platform Code Assist - Ground agents on fresh, official documentation and code samples for optimal geo-related guidance and code..
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<img height="12" width="12" src="https://cdn.prod.website-files.com/6605a2979ff17b2cd1939cd4/6605a460de47e7596ed84f06_icon256.png" alt="gotoHuman Logo" /> gotoHuman - Human-in-the-loop platform - Allow AI agents and automations to send requests for approval to your gotoHuman inbox.
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<img height="12" width="12" src="https://grafana.com/favicon.ico" alt="Grafana Logo" /> Grafana - Search dashboards, investigate incidents and query datasources in your Grafana instance
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<img height="12" width="12" src="https://grafbase.com/favicon.ico" alt="Grafbase Logo" /> Grafbase - Turn your GraphQL API into an efficient MCP server with schema intelligence in a single command.
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<img height="12" width="12" src="https://cdn.prod.website-files.com/5f5e90c17e7c9eb95c7acb17/61d3457a519242f2c75c725c_favicon.png" alt="Grain Logo" /> Grain - Access your Grain meetings notes & transcripts directly in claude and generate reports with native Claude Prompts.
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<img height="12" width="12" src="https://framerusercontent.com/images/KCOWBYLKunDff1Dr452y6EfjiU.png" alt="Graphlit Logo" /> Graphlit - Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a searchable Graphlit project.
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<img height="12" width="12" src="https://cdn.prod.website-files.com/64a5291e7847ac04fe1531ad/64a529af2f1fc7debc26f2a6_favicon-32x32.avif" alt="Gremlin favicon" /> Gremlin - The official Gremlin MCP server. Analyze your reliability posture, review recent tests and chaos engineering experiments, and create detailed reports.
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<img height="12" width="12" src="https://greptime.com/favicon.ico" alt="Greptime Logo" /> GreptimeDB - Provides AI assistants with a secure and structured way to explore and analyze data in GreptimeDB.
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<img height="12" width="12" src="https://growi.org/assets/images/favicon.ico" alt="GROWI Logo" /> GROWI - Official MCP Server to integrate with GROWI APIs.
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<img height="12" width="12" src="https://gyazo.com/favicon.ico" alt="Gyazo Logo" /> Gyazo - Search, fetch, upload, and interact with Gyazo images, including metadata and OCR data.
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<img height="12" width="12" src="https://cdn.prod.website-files.com/6374050260446c42f94dc90f/63d828be3e13d32ee6973f35_favicon-32x32.png" alt="Harper Logo" /> Harper - An MCP server providing an interface for MCP clients to access data within Harper.
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<img height="12" width="12" src="https://www.herokucdn.com/favicons/favicon.ico" alt="Heroku Logo" /> Heroku - Interact with the Heroku Platform through LLM-driven tools for managing apps, add-ons, dynos, databases, and more.
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<img height="12" width="12" src="https://heyoncall.com/favicon.ico" alt="HeyOnCall Logo" /> HeyOnCall - Page a human, sending critical or non-critical alerts to the free HeyOnCall iOS or Android apps.
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<img height="12" width="12" src="https://hillnote.com/favicon.ico" alt="Hillnote Logo" /> Hillnote - search, edit, save and create documents to your Hillnote workspace, a markdown-first editor that stores files locally.
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<img height="12" width="12" src="https://hiveintelligence.xyz/favicon.ico" alt="Hive Intelligence Logo" /> Hive Intelligence - Ultimate cryptocurrency MCP for AI assistants with unified access to crypto, DeFi, and Web3 analytics
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<img height="12" width="12" src="https://www.hiveflow.ai/favicon.ico" alt="Hiveflow Logo" /> Hiveflow - Create, manage, and execute agentic AI workflows directly from your assistant.
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<img height="12" width="12" src="https://img.alicdn.com/imgextra/i3/O1CN01d9qrry1i6lTNa2BRa_!!6000000004364-2-tps-218-200.png" alt="Hologres Logo" /> Hologres - Connect to a Hologres instance, get table metadata, query and analyze data.
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<img height="12" width="12" src="https://brew.sh/assets/img/favicon.ico" alt="Homebrew Logo" /> Homebrew Allows Homebrew users to run Homebrew commands locally.
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<img height="12" width="12" src="https://www.honeycomb.io/favicon.ico" alt="Honeycomb Logo" /> Honeycomb Allows Honeycomb Enterprise customers to query and analyze their data, alerts, dashboards, and more; and cross-reference production behavior with the codebase.
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<img height="12" width="12" src="https://hopx.ai/favicon.ico" alt="HOPX Logo" /> HOPX - Execute Python, JavaScript, Bash, and Go code in isolated cloud containers with sub-150ms startup times. Pre-installed data science libraries (pandas, numpy, matplotlib) for AI-powered data analysis and code testing.
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<img height="12" width="12" src="https://static.hsinfrastatic.net/StyleGuideUI/static-3.438/img/sprocket/favicon-32x32.png" alt="HubSpot Logo" /> HubSpot - Connect, manage, and interact with HubSpot CRM data
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<img height="12" width="12" src="https://huggingface.co/datasets/huggingface/brand-assets/resolve/main/hf-logo.svg" alt="HuggingFace Logo" /> Hugging Face - Connect to the Hugging Face Hub APIs programmatically: semantic search for spaces and papers, exploration of datasets and models, and access to all compatible MCP Gradio tool spaces!
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<img height="12" width="12" src="https://hunter.io/favicon.ico" alt="Hunter Logo" /> Hunter - Interact with the Hunter API to get B2B data using natural language.
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<img height="12" width="12" src="https://app.hyperbolic.xyz/hyperbolic-logo.svg" alt="Hyperbolic Labs Logo" /> Hyperbolic - Interact with Hyperbolic's GPU cloud, enabling agents and LLMs to view and rent available GPUs, SSH into them, and run GPU-powered workloads for you.
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<img height="12" width="12" src="https://hyperbrowser-assets-bucket.s3.us-east-1.amazonaws.com/Hyperbrowser-logo.png" alt="Hyperbrowsers23 Logo" /> Hyperbrowser - Hyperbrowser is the next-generation platform empowering AI agents and enabling effortless, scalable browser automation.
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IBM watsonx.data intelligence - Find, understand, and work with your data in the watsonx.data intelligence governance & catalog, data quality, data lineage, and data product hub
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IBM wxflows - Tool platform by IBM to build, test and deploy tools for any data source
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<img height="12" width="12" src="https://improvedigital.com/favicon.ico" alt="Improve Digital Icon" /> Improve Digital Publisher MCP - An MCP server that enables publishers to integrate Improve Digital’s inventory management system with their AI tools or agents.
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<img height="12" width="12" src="https://www.getinboxzero.com/icon.png" alt="Inbox Zero Logo" /> Inbox Zero - AI personal assistant for email Inbox Zero
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<img height="12" width="12" src="https://www.inflectra.com/Favicon.ico" alt="Inflectra Logo" /> Inflectra Spira - Connect to your instance of the SpiraTest, SpiraTeam or SpiraPlan application lifecycle management platform by Inflectra
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<img height="12" width="12" src="https://cdn-web.infobip.com/uploads/2025/05/infobip-symbol-orange.png" alt="Infobip Logo" /> Infobip - MCP server for integrating Infobip global cloud communication platform. It equips AI agents with communication superpowers, allowing them to send and receive SMS and RCS messages, interact with WhatsApp and Viber, automate communication workflows, and manage customer data, all in a production-ready environment.
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<img height="12" width="12" src="https://inkeep.com/favicon.ico" alt="Inkeep Logo" /> Inkeep - RAG Search over your content powered by Inkeep
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<img height="12" width="12" src="https://integration.app/favicon.ico" alt="Integration App Icon" /> Integration App - Interact with any other SaaS applications on behalf of your customers.
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<img height="12" width="12" src="https://www.ip2location.io/favicon.ico" alt="IP2Location.io Icon" /> IP2Location.io - Interact with IP2Location.io API to retrieve the geolocation information for an IP address.
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<img height="12" width="12" src="https://static.iplocate.io/custom/logo-square-rounded.png" alt="IPLocate Icon" /> IPLocate - Look up IP address geolocation, network information, detect proxies and VPNs, and find abuse contact details using IPLocate.io
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<img height="12" width="12" src="https://jellyfish.co/favicon.ico" alt="Jellyfish Logo" /> Jellyfish – Give your AI agent context about your team's software engineering allocations and workflow via the Jellyfish platform
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<img height="12" width="12" src="https://jenkins.io/images/logos/jenkins/jenkins.svg" alt="Jenkins Logo" /> Jenkins - Official Jenkins MCP Server plugin enabling AI assistants to manage builds, check job statuses, retrieve logs, and integrate with CI/CD pipelines through standardized MCP interface.
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<img height="12" width="12" src="https://cdn.simpleicons.org/jetbrains" /> JetBrains – Work on your code with JetBrains IDEs: IntelliJ IDEA, PhpStorm, etc.
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<img height="12" width="12" src="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2019/04/20131046/Jfrog16-1.png" alt="JFrog Logo" /> JFrog - Model Context Protocol (MCP) Server for the JFrog Platform API, enabling repository management, build tracking, release lifecycle management, and more.
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<img height="12" width="12" src="https://kagi.com/favicon.ico" alt="Kagi Logo" /> Kagi Search - Search the web using Kagi's search API
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📅 Kalendis - Generate TypeScript clients and API route handlers for the Kalendis scheduling API across multiple frameworks (Next.js, Express, Fastify, NestJS), streamlining integration of availability management and booking functionality.
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<img height="12" width="12" src="https://avatars.githubusercontent.com/u/319096?s=48&v=4" alt="Kaltura Logo" /> Kaltura - Manage Kaltura Event Platform. Provide tools and resources for creating, managing, and interacting with Kaltura virtual events.
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<img height="12" width="12" src="https://kash.click/favicon.ico" alt="Kash Logo" /> Kash.click - Gives AI access to your sales, clients, orders, tax information, payments, and all the insights on your business
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<img height="12" width="12" src="https://connection.keboola.com/favicon.ico" alt="Keboola Logo" /> Keboola - Build robust data workflows, integrations, and analytics on a single intuitive platform.
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<img height="12" width="12" src="https://mcp.onkernel.com/favicon.svg" alt="Kernel Logo" /> Kernel – Access Kernel's cloud‑based browsers via MCP.
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<img height="12" width="12" src="https://keywordseverywhere.com/favicon.ico" alt="Keywords Everywhere Logo" /> Keywords Everywhere – Access SEO data through the official Keywords Everywhere API MCP server.
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<img height="12" width="12" src="https://keywordspeopleuse.com/favicon.ico" alt="KeywordsPeopleUse Logo" /> KeywordsPeopleUse.com - Find questions people ask online with KeywordsPeopleUse.
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<img height="12" width="12" src="https://kiln.tech/images/animated_logo.svg" alt="Kiln Logo" /> Kiln - A free open-source platform for building production-ready AI systems. It supports RAG pipelines, AI agents, MCP tool-calling, evaluations, synthetic data generation, and fine-tuning — all in one unified framework by Kiln-AI.
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<img height="12" width="12" src="https://avatars.githubusercontent.com/u/4815054" alt="Kintone Logo" /> Kintone - The official local MCP server for Kintone.
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<img height="12" width="12" src="https://kirokuforms.com/favicon.svg" alt="KirokuForms Logo" /> KirokuForms - KirokuForms is an AI-powered form platform combining professional form building with Human-in-the-Loop (HITL) capabilities. Create custom forms, collect submissions, and integrate human oversight into AI workflows through MCP integration.
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<img height="12" width="12" src="https://raw.githubusercontent.com/kiteworks/mcp/main/docs/img/kiteworks_logo-small.png" alt="Kiteworks Logo" /> Kiteworks - Official MCP server to interact with the Kiteworks Private Data Network (PDN) platform.
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<img height="12" width="12" src="https://raw.githubusercontent.com/klavis-ai/klavis/main/static/klavis-ai.png" alt="Klavis Logo" /> Klavis ReportGen - Create professional reports from a simple user query.
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<img height="12" width="12" src="https://www.klaviyo.com/media/Favicon-16by16.png" alt="Klaviyo Logo" /> Klaviyo - Interact with your Klaviyo marketing data.
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<img height="12" width="12" src="https://platform.kluster.ai/logo-light.svg" alt="kluster.ai Logo" /> kluster.ai - kluster.ai provides MCP servers that bring AI services directly into your development workflow, including guardrails like hallucination detection.
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<img height="12" width="12" src="https://cdn.prod.website-files.com/6347ea26001f0287c592ff91/649953ef7a9ffe1f3e492b5a_Knit%20Logo.svg" alt="Knit Logo" /> Knit MCP Server - Production-ready remote MCP servers that enable you to connect with 10000+ tools across CRM, HRIS, Payroll, Accounting, ERP, Calendar, Expense Management, and Chat categories.
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<img height="12" width="12" src="https://knock.app/favicon/favicon-dark.svg" alt="Knock Logo" /> Knock MCP Server - Send product and customer messaging across email, in-app, push, SMS, Slack, MS Teams.
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<img height="12" width="12" src="https://kumo-sdk-public.s3.us-west-2.amazonaws.com/rfm-colabs/kumo_ai_logo.jpeg" alt="Kumo Logo" /> Kumo - MCP Server to interact with KumoRFM, a foundation model for generating predictions from your relational data.
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<img height="12" width="12" src="https://www.kurrent.io/favicon.ico" alt="Kurrent Logo" /> KurrentDB - This is a simple MCP server to help you explore data and prototype projections faster on top of KurrentDB.
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<img height="12" width="12" src="https://kuzudb.com/favicon.ico" alt="Kuzu Logo" /> Kuzu - This server enables LLMs to inspect database schemas and execute queries on the provided Kuzu graph database. See blog) for a debugging use case.
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<img height="12" width="12" src="https://avatars.githubusercontent.com/u/187484914" alt="KWDB Logo" /> KWDB - Reading, writing, querying, modifying data, and performing DDL operations with data in your KWDB Database.
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<img height="12" width="12" src="https://kweenkl.com/favicon.ico" alt="kweenkl Logo" /> kweenkl - Send push notifications from AI assistants using natural language. Pre-launch demo available with example webhook token.
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<img height="12" width="12" src="https://labelstud.io/favicon-16x16.png" alt="Label Studio Logo" /> Label Studio - Open Source data labeling platform.
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<img src="https://avatars.githubusercontent.com/u/188884511?s=48&v=4" alt="Lambda Capture" width="12" height="12"> Lambda Capture - Macroeconomic Forecasts & Semantic Context from Federal Reserve, Bank of England, ECB.
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<img src="https://www.lambdatest.com/resources/images/header/professional-service.svg" alt="LambdaTest MCP server" width="12" height="12"> LambdaTest - LambdaTest MCP Servers ranging from Accessibility, SmartUI, Automation, and HyperExecute allows you to connect AI assistants with your testing workflow, streamlining setup, analyzing failures, and generating fixes to speed up testing and improve efficiency.
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<img height="12" width="12" src="https://langfuse.com/favicon.ico" alt="Langfuse Logo" /> Langfuse Prompt Management - Open-source tool for collaborative editing, versioning, evaluating, and releasing prompts.
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<img height="12" width="12" src="https://laratranslate.com/favicon.ico" alt="Lara Translate Logo" /> Lara Translate - MCP Server for Lara Translate API, enabling powerful translation capabilities with support for language detection and context-aware translations.
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<img height="12" width="12" src="https://last9.io/favicon.png" alt="Last9 Logo" /> Last9 - Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster.
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<img height="12" width="12" src="https://www.launchdarkly.com/favicon.ico" alt="LaunchDarkly Logo" /> LaunchDarkly - LaunchDarkly is a continuous delivery platform that provides feature flags as a service and allows developers to iterate quickly and safely.
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<img height="12" width="12" src="https://www.line.me/favicon-32x32.png" alt="LINE Logo" /> LINE - Integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account.
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<img height="12" width="12" src="https://linear.app/favicon.ico" alt="Linear Logo" /> Linear - Search, create, and update Linear issues, projects, and comments.
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<img height="12" width="12" src="https://lingo.dev/favicon.ico" alt="Lingo.dev Logo" /> Lingo.dev - Make your AI agent speak every language on the planet, using Lingo.dev Localization Engine.
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<img height="12" width="12" src="https://ligo.ertiqah.com/favicon.avif" alt="LiGo Logo" /> LinkedIn MCP Runner - Write, edit, and schedule LinkedIn posts right from ChatGPT and Claude with LiGo.
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<img height="12" width="12" src="https://avatars.githubusercontent.com/u/175112039?s=200&v=4" alt="Linkup Logo" /> Linkup - (JS version) MCP server that provides web search capabilities through Linkup's advanced search API. This server enables AI assistants and development tools to perform intelligent web searches with natural language queries.
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<img height="12" width="12" src="https://avatars.githubusercontent.com/u/175112039?s=200&v=4" alt="Linkup Logo" /> Linkup - (Python version) MCP server that provides web search capabilities through Linkup's advanced search API. This server enables AI assistants and development tools to perform intelligent web searches with natural language queries.
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<img src="https://avatars.githubusercontent.com/u/149083471" alt="Lippia.io" width="12" height="12"> Lippia - MCP Server to accelerate Test Automation using Lippia Framework.
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<img src="https://gornschool.com/gorn.png" alt="Lisply" width="12" height="12"> Lisply - Flexible frontend for compliant Lisp-speaking backends.
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<img height="12" width="12" src="https://litmus.io/favicon.ico" alt="Litmus.io Logo" /> Litmus.io - Official MCP server for configuring Litmus Edge for Industrial Data Collection, Edge Analytics & Industrial AI.
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<img height="12" width="12" src="https://liveblocks.io/favicon.ico" alt="Liveblocks Logo" /> Liveblocks - Ready‑made features for AI & human collaboration—use this to develop your Liveblocks app quicker.
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<img height="12" width="12" src="https://logfire.pydantic.dev/favicon.ico" alt="Logfire Logo" /> Logfire - Provides access to OpenTelemetry traces and metrics through Logfire.
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<img height="12" width="12" src="https://make.magicmealkits.com/favicon.ico" alt="Magic Meal Kits Logo" /> Magic Meal Kits - Unleash Make's Full Potential by Magic Meal Kits
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<img height="12" width="12" src="https://www.mailgun.com/favicon.ico" alt="Mailgun Logo" /> Mailgun - Interact with Mailgun API.
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<img height="12" width="12" src="https://www.mailjet.com/favicon.ico" alt="Mailjet Logo" /> Mailjet - Official MCP server which allows AI agents to interact with contact, campaign, segmentation, statistics, workflow (and more) APIs from Sinch Mailjet.
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<img height="12" width="12" src="https://www.make.com/favicon.ico" alt="Make Logo" /> Make - Turn your Make scenarios into callable tools for AI assistants.
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<img height="12" width="12" src="https://static-assets.mapbox.com/branding/favicon/v1/favicon.ico" alt="Mapbox Logo" /> Mapbox - Unlock geospatial intelligence through Mapbox APIs like geocoding, POI search, directions, isochrones and more.
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<img height="12" width="12" src="https://www.mariadb.com/favicon.ico" alt="MariaDB Logo" /> MariaDB - A standard interface for managing and querying MariaDB databases, supporting both standard SQL operations and advanced vector/embedding-based search.
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<img height="14" width="14" src="https://raw.githubusercontent.com/rust-mcp-stack/mcp-discovery/refs/heads/main/docs/_media/mcp-discovery-logo.png" alt="mcp-discovery logo" /> MCP Discovery - A lightweight CLI tool built in Rust for discovering MCP server capabilities.
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<img height="12" width="12" src="https://woocommerce.com/favicon.ico" alt="WooCommerce Logo" /> MCP for WooCommerce - Connect your WooCommerce store to AI assistants with read-only access to products, categories, reviews, and WordPress content. WordPress plugin
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<img height="12" width="12" src="https://googleapis.github.io/genai-toolbox/favicons/favicon.ico" alt="MCP Toolbox for Databases Logo" /> MCP Toolbox for Databases - Open source MCP server specializing in easy, fast, and secure tools for Databases. Supports AlloyDB, BigQuery, Bigtable, Cloud SQL, Dgraph, Looker, MySQL, Neo4j, Postgres, Spanner, and more.
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<img height="12" width="12" src="https://www.meilisearch.com/favicon.ico" alt="Meilisearch Logo" /> Meilisearch - Interact & query with Meilisearch (Full-text & semantic search API)
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<img height="12" width="12" src="https://github.com/nfergu/memalot/blob/main/logo.png?raw=true" alt="Memalot Logo" /> Memalot - Finds memory leaks in Python programs.
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<img height="12" width="12" src="https://memgraph.com/favicon.png" alt="Memgraph Logo" /> Memgraph - Query your data in Memgraph graph database.
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<img height="12" width="12" src="https://www.mercadolibre.com.ar/favicon.ico" alt="MercadoLibre Logo" /> Mercado Libre - Mercado Libre's official MCP server.
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<img height="12" width="12" src="https://www.mercadopago.com/favicon.ico" alt="MercadoPago Logo" /> Mercado Pago - Mercado Pago's official MCP server.
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<img height="12" width="12" src="https://metoro.io/static/images/logos/MetoroLogo.png" alt="Metoro Logo" /> Metoro - Query and interact with kubernetes environments monitored by Metoro
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<img height="12" width="12" src="https://knowall.ai/favicon.ico" alt="Microsoft Business Central Logo" /> Microsoft Business Central - Manage Dynamics 365 Business Central customers, contacts, sales opportunities, invoices, and vendors
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<img height="12" width="12" src="https://claritystatic.azureedge.net/images/logo.ico" alt="Microsoft Clarity Logo"/> Microsoft Clarity - Official MCP Server to get your behavioral analytics data and insights from Clarity
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<img height="12" width="12" src="https://conn-afd-prod-endpoint-bmc9bqahasf3grgk.b01.azurefd.net/releases/v1.0.1735/1.0.1735.4099/commondataserviceforapps/icon.png" alt="Microsoft Dataverse Logo" /> Microsoft Dataverse - Chat over your business data using NL - Discover tables, run queries, retrieve data, insert or update records, and execute custom prompts grounded in business knowledge and context.
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<img height="12" width="12" src="https://learn.microsoft.com/favicon.ico" alt="Microsoft Learn Logo" /> Microsoft Learn Docs - An MCP server that provides structured access to Microsoft's official documentation. Retrieves accurate, authoritative, and context-aware technical content for code generation, question answering, and workflow grounding.
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<img height="12" width="12" src="https://statics.teams.microsoft.com/hashedassets/favicon/prod/favicon-9f45b466.ico" alt="Microsoft Teams Logo" /> Microsoft Teams - Official Microsoft Teams AI Library with MCP support enabling advanced agent orchestration, multi-agent collaboration, and seamless integration with Teams messaging and collaboration features.
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<img height="12" width="12" src="https://milvus.io/favicon-32x32.png" /> Milvus - Search, Query and interact with data in your Milvus Vector Database.
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<img src="https://www.mimilabs.ai/logos/mimilabsSquare.svg" alt="mimilabs" width="12" height="12"> mimilabs - A US healthcare data discovery guide for 50+ gov sources and thousands of publicly available US healthcare datasets regarding gov-funded programs, policies, drug pricings, clinical trials, etc.
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<img height="12" width="12" src="https://cdn.mxpnl.com/marketing-site/static/favicons/favicon-32x32.png" alt="Mixpanel Logo" /> Mixpanel - Query and analyze your product analytics data through natural language. This Mixpanel MCP connects AI assistants to your Mixpanel workspace, enabling conversational access to user behavior insights, funnels, retention analysis, and custom reports.
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<img src="https://avatars.githubusercontent.com/u/94089762?s=48&v=4" alt="Mobb" width="12" height="12"> Mobb - The Mobb Vibe Shield MCP server identifies and remediates vulnerabilities in both human and AI-written code, ensuring your applications remain secure without slowing development.
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<img height="12" width="12" src="https://console.gomomento.com/favicon.ico" /> Momento - Momento Cache lets you quickly improve your performance, reduce costs, and handle load at any scale.
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<img height="12" width="12" src="https://www.monday.com/favicon.ico" alt="Monday.com Logo" /> Monday.com - Interact with Monday.com boards, items, accounts and work forms.
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<img height="12" width="12" src="https://www.mongodb.com/favicon.ico" /> MongoDB - Both MongoDB Community Server and MongoDB Atlas are supported.
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<img height="12" width="12" src="https://moorcheh.ai/Moorcheh-mcp.ico" alt="Moorcheh Logo" /> Moorcheh - Provides seamless integration with Moorcheh's Embedding, Vector Store, Search, and Gen AI Answer services.
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<img height="12" width="12" src="https://www.motherduck.com/favicon.ico" alt="MotherDuck Logo" /> MotherDuck - Query and analyze data with MotherDuck and local DuckDB
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<img height="12" width="12" src="https://docs.mulesoft.com/_/img/favicon.ico" alt="Mulesoft Logo" /> Mulesoft - Build, deploy, and manage MuleSoft applications with natural language, directly inside any compatible IDE.
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<img height="12" width="12" src="https://www.multiplayer.app/favicon-32x32.png" alt="Multiplayer Logo" /> Multiplayer - Analyze your full stack session recordings easily. Record a bug with Multiplayer, analyze and fix it with LLM
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<img height="12" width="12" src="https://raw.githubusercontent.com/NangoHQ/nango/refs/heads/master/docs/images/logo/logo-light-mode.svg" alt="Nango Logo" /> Nango - Integrate your AI agent with 500+ APIs: Auth, custom tools, and observability. Open-source.
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<img height="12" width="12" src="https://avatars.githubusercontent.com/u/38020270" alt="NanoVMs Logo" /> NanoVMs - Easily Build and Deploy unikernels to any cloud.
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<img height="12" width="12" src="https://needle-ai.com/images/needle-logo-orange-2-rounded.png" alt="Needle AI Logo" /> Needle - Production-ready RAG out of the box to search and retrieve data from your own documents.
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<img height="12" width="12" src="https://neo4j.com/favicon.ico" alt="Neo4j Logo" /> Neo4j - Neo4j graph database server (schema + read/write-cypher) and separate graph database backed memory
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<img height="12" width="12" src="https://knowall.ai/favicon.ico" alt="Neo4j Agent Memory Logo" /> Neo4j Agent Memory - Memory management for AI agents using Neo4j knowledge graphs
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<img height="12" width="12" src="https://neo4j.com/favicon.ico" alt="Neo4j Logo" /> Neo4j GDS - Neo4j graph data science server with comprehensive graph algorithms that enables complex graph reasoning and Q&A.
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<img height="12" width="12" src="https://avatars.githubusercontent.com/u/183852044?s=48&v=4" alt="Neon Logo" /> Neon - Interact with the Neon serverless Postgres platform
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<img height="12" width="12" src="https://app.usenerve.com/favicon.ico" alt="Nerve Logo" /> Nerve - Search and Act on all your company data across all your SaaS apps via Nerve
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<img height="12" width="12" src="https://avatars.githubusercontent.com/u/370544" alt="NetApp Logo" /> NetApp - Query metrics, manage volumes, and search across your NetApp systems and services.
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<img height="12" width="12" src="https://www.netdata.cloud/favicon-32x32.png" alt="Netdata Logo" /> Netdata - Discovery, exploration, reporting and root cause analysis using all observability data, including metrics, logs, systems, containers, processes, and network connections
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<img height="12" width="12" src="https://www.netlify.com/favicon/icon.svg" alt="Netlify Logo" /> Netlify - Create, build, deploy, and manage your websites with Netlify web platform.
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<img height="12" width="12" src="https://www.thenile.dev/favicon.ico" alt="Nile Logo" /> Nile - An MCP server that talks to Nile - Postgres re-engineered for B2B apps. Manage and query databases, tenants, users, auth using LLMs
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<img height="12" width="12" src="https://avatars.githubusercontent.com/u/208441832?s=400&v=4" alt="Nodit Logo" /> Nodit - Official Nodit MCP Server enabling access to multi-chain RPC Nodes and Data APIs for blockchain data.
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<img height="12" width="12" src="https://app.norman.finance/favicons/favicon-32x32.png" alt="Norman Logo" /> Norman Finance - MCP server for managing accounting and taxes with Norman Finance.
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<img height="12" width="12" src="https://notifly.tech/favicon.ico" alt="Notifly Logo" /> Notifly - Notifly MCP Server that enables AI agents to provide real-time, trusted Notifly documentation and SDK code examples for seamless integrations.
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<img height="12" width="12" src="https://avatars.githubusercontent.com/u/4792552?s=200&v=4" alt="Notion Logo" /> **[Notion](https://github.com/m