Official MCPs

MCP Banner Magic Component Platform (MCP) is a powerful AI-driven tool that helps developers create beautiful, modern UI components instantly through natural language descriptions.

🔥 ALAPI MCP Server !

Taskeract MCP Server This MCP Server will allow your AI infused code editor to interact with the Taskeract platform and will allow your editor to pull in the complete context of tasks that you're…

1. Python 3.10 or higher

Aiven MCP Server A Model Context Protocol (MCP) server for Aiven. — Tools: list_projects, list_services, get_service_details

The Audiense Insights MCP has been migrated to a remote model.

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CircleCI MCP Server ! — Tools: get_build_failure_logs, Step, find_flaky_tests

ClickHouse MCP Server ! — Tools: run_select_query, list_databases, list_tables

Coresignal MCP The Coresignal MCP Server enables seamless integration of Coresignal's data with AI-powered applications.

Couchbase MCP Server An MCP server implementation of Couchbase that allows LLMs to directly interact with Couchbase clusters.

@dealx/mcp-server This is a Model Context Protocol (MCP) server for the DealX platform. — Tools: create_ad, edit_ad, delete_ad

Decodo MCP Server !

EduBase MCP server !

fewsats-mcp: A Fewsats MCP Server ## Overview This MCP server integrates with Fewsats and allows AI Agents to purchase anything in a secure way. — Tools: offer_id, l402_offer, offers

Fibery MCP Server This MCP (Model Context Protocol) server provides integration between Fibery and any LLM provider supporting the MCP protocol (e.

MCP server to deploy code to Google Cloud Run Enable MCP-compatible AI agents to deploy apps to Cloud Run.

greptimedb-mcp-server !

QA Sphere MCP Server A Model Context Protocol server for the QA Sphere test management system.

ai - OpenAI ## Examples - End-to-end Agent Chat App - Text-to-SQL Agent - YouTube transciption agent - Math agent - Model Context Protocol (MCP) - Tool Calling - LangGraph - JavaScript - LangChain …

DINO-X MCP !

Issues & Support: For bugs or feature requests related to the built-in MCP functionality, please use the \[JetBrains YouTrack]\(<https://youtrack.

Raygun MCP Server MCP Server for Raygun's API V3 endpoints for interacting with your Crash Reporting and Real User Monitoring applications.

Octagon Deep Research MCP !

Octagon: MCP for Market Data !

PGYER MCP Server 这是一个用于上传应用到 PGYER 平台的 MCP (Model Context Protocol) 服务器。

ai MCP !

Reexpress Model-Context-Protocol (MCP) Server ### For tool-calling LLMs (e.

org/project/mureka-mcp) </div> <p align="center"> Official Mureka Model Context Protocol (MCP) server that enables interaction with powerful lyrics, song and bgm generating APIs.

SonarQube MCP Server !

OCI Registry MCP Server !

ai/app/starrocks-mcp-server-starrocks) # StarRocks Official MCP Server The StarRocks MCP Server acts as a bridge between AI assistants and StarRocks databases. — Tools: read_query, write_query…

中文 | English # 腾讯云 COS MCP Server 🚀🚀🚀 !

EdgeOne Pages MCP An MCP service for deploying HTML content, folder, and zip file to EdgeOne Pages and obtaining a publicly accessible URL.

Teradata MCP Server ## Overview The Teradata MCP server provides sets of tools and prompts, grouped as modules for interacting with Teradata databases.

Trade Agent MCP Server <a href="https://glama. — Tools: market, limit, stop

Unstructured API MCP Server An MCP server implementation for interacting with the Unstructured API. — Tools: update_workflow

in MCP Proxy Server <div align="center"> <h3>The Crossroads for AI Data Exchanges</h3> <p>A unified interface for managing all your MCP servers with built-in playground for testing on any AI model</p>…

ai/app/verodat-verodat-mcp-server) # Verodat MCP Server !

VeyraX MCP Single tool to control them all — VeyraX MCP is the only connection you need to access all your tools in any MCP-compatible environment.

Xero MCP Server This is a Model Context Protocol (MCP) server implementation for Xero.

It's ideal when you have services deployed in: - Private VPCs - Kubernetes clusters - Multiple cloud environments AgentRPC wraps your functions in a universal RPC interface, connecting them to a…

ai/app/aliyun-alibabacloud-dataworks-mcp-server) # DataWorks MCP Server A Model Context Protocol (MCP) server that provides tools for AI, allowing it to interact with the DataWorks Open API through a…

md">中文</a><br></p> # alibabacloud-devops-mcp-server ! — Tools: create_branch, delete_branch, get_branch

English | 中文 # Hologres MCP Server Hologres MCP Server serves as a universal interface between AI Agents and Hologres databases. — Tools: execute_hg_select_sql, execute_hg_select_sql_with_serverless…

MCP Server Chart !

Doris MCP Server Doris MCP (Model Context Protocol) Server is a backend service built with Python and FastAPI.

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APIMatic Validator MCP Server This repository provides a Model Context Protocol (MCP) Server for validating OpenAPI specifications using APIMatic.

Armor Crypto MCP Alpha Test version 0.

Atla MCP Server > \[! — Tools: evaluate_llm_response, evaluate_llm_response_on_multiple_criteria

org/project/atlan-mcp-server) !

AWS MCP Servers A suite of specialized MCP servers that help you get the most out of AWS, wherever you use MCP.

mcp-server-axiom A Model Context Protocol server implementation for Axiom that enables AI agents to query your data using Axiom Processing Language (APL).

Bankless Onchain MCP Server ! — Tools: network, contract, method

Box MCP Server ## Description The Box MCP Server is a Python project that integrates with the Box API to perform various operations such as file search, text extraction, AI-based querying, and data…

com/ai/mcp-server"> </a> <h1 align="center">The Web MCP</h1> <h3 align="center">Enhance your LLM and AI agents with real-time web access</h3> <div align="center"> <p align="center"> alt="npm…

Browserbase MCP Server !

BrowserStack MCP Server <div align="center"> </div> <div align="center"> <a href="https://www.

Feature flags for SaaS that run on TypeScript. Learn more and get started

buildkite-mcp-server 🚀 !

MCP Server for Campertunity !

Packages - MCP Server: The Chargebee MCP Server provides a powerful set of tools to enhance developer productivity.

com/" target="blank"> Homepage </a> </p> # Chroma MCP Server ! — Tools: chroma_list_collections, chroma_create_collection, chroma_peek_collection

@bldbl/mcp Official MCP client for Buildable - AI-powered development platform that makes any project buildable <a href="https://glama.

Cloudflare MCP Server Model Context Protocol (MCP) is a new, standardized protocol for managing context between large language models (LLMs) and external systems.

DexPaprika MCP Server A Model Context Protocol (MCP) server that provides on-demand access to DexPaprika's cryptocurrency and DEX data API.

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Currents MCP Server This is a MCP server that allows you to provide test results context to your AI agents by connecting them to Currents.

The Cycode Command Line Interface (CLI) is an application you can install locally to scan your repositories for secrets, infrastructure as code misconfigurations, software composition analysis…

ai/app/daisys-ai-daisys-mcp) # Daisys MCP server !

Dash0 MCP server The official Model Context Protocol (MCP) server for Dash0.

dbt MCP Server This MCP (Model Context Protocol) server provides various tools to interact with dbt.

DevHub CMS MCP !

Digma Code Observability MCP Server A Model Context Protocol (MCP) server implementation for enabling agents to access observability insights using Digma for code observability and dynamic code…

E2B MCP Server Preview Light !

org/project/elevenlabs-mcp) !

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mcp-server-esignatures MCP server MCP server for eSignatures (<https://esignatures.

Exa MCP Server 🔍 !

Search1API MCP Server 中文文档 A Model Context Protocol (MCP) server that provides search and crawl functionality using Search1API. — Tools: query, max_results, search_service

FetchSERP MCP Server A Model Context Protocol (MCP) server that exposes the FetchSERP API for SEO, SERP analysis, web scraping, and keyword research.

Financial Datasets MCP Server ## Introduction This is a Model Context Protocol (MCP) server that provides access to stock market data from Financial Datasets.

Model Context Protocol and Fireproof Demo: JSON Document Server This is a simple example of how to use a Fireproof database in a Model Context Protocol server (used for plugging code and data into…

fulcra-context-mcp: An MCP server to access your Fulcra Context data This is an MCP server that provides tools and resources to call the Fulcra API using [](https://github.

sentry-mcp !

GitHub MCP Server The GitHub MCP Server connects AI tools directly to GitHub's platform. — Tools: run_id, artifact_id, failed_only

It also provides an MCP server that streamlines working with git and your Issue and git hosting providers.

logo # MCP Toolbox for Databases !

gotoHuman MCP Server gotoHuman makes it easy to add human approvals to AI agents and agentic workflows.

Grafana MCP server !

🧪 Official MCP Server for Debugg AI AI-powered development and testing toolkit implementing the Model Context Protocol (MCP), designed to give AI agents comprehensive testing, debugging, and code…

DevHub CMS MCP !

Digma Code Observability MCP Server A Model Context Protocol (MCP) server implementation for enabling agents to access observability insights using Digma for code observability and dynamic code…

E2B MCP Server Preview Light !

org/project/elevenlabs-mcp) !

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mcp-server-esignatures MCP server MCP server for eSignatures (<https://esignatures.

Exa MCP Server 🔍 !

Search1API MCP Server 中文文档 A Model Context Protocol (MCP) server that provides search and crawl functionality using Search1API. — Tools: query, max_results, search_service

FetchSERP MCP Server A Model Context Protocol (MCP) server that exposes the FetchSERP API for SEO, SERP analysis, web scraping, and keyword research.

Financial Datasets MCP Server ## Introduction This is a Model Context Protocol (MCP) server that provides access to stock market data from Financial Datasets.

Model Context Protocol and Fireproof Demo: JSON Document Server This is a simple example of how to use a Fireproof database in a Model Context Protocol server (used for plugging code and data into…

fulcra-context-mcp: An MCP server to access your Fulcra Context data This is an MCP server that provides tools and resources to call the Fulcra API using [](https://github.

sentry-mcp !

GitHub MCP Server The GitHub MCP Server connects AI tools directly to GitHub's platform. — Tools: run_id, artifact_id, failed_only

It also provides an MCP server that streamlines working with git and your Issue and git hosting providers.

logo # MCP Toolbox for Databases !

gotoHuman MCP Server gotoHuman makes it easy to add human approvals to AI agents and agentic workflows.

Grafana MCP server !

io/js/graphlit-mcp-server) !

GrowthBook MCP Server With the GrowthBook MCP server, you can interact with GrowthBook right from your LLM client. — Tools: create_feature_flag, get_feature_flags, get_single_feature_flag

Harness MCP Server The Harness MCP Server is a Model Context Protocol (MCP) server that provides seamless integration with Harness APIs, enabling advanced automation and interaction capabilities for…

hostinger-api-mcp Model Context Protocol (MCP) server for Hostinger API.

Hydrolix MCP Server ! — Tools: run_select_query, list_databases, list_tables

Hyperbrowser MCP Server ! — Tools: scrape_webpage, crawl_webpages, extract_structured_data

mcp-server-python Inkeep MCP Server powered by your docs and product content.

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Integration App MCP Server <a href="https://integration.

Make MCP Server (legacy) A modern, cloud-based version of the Make MCP Server is now available.

io MCP server This is a simple Model Context Protocol (MCP) server implementation for IP2Location.

Allyson MCP Server !

<div align="center"> <h1>Dart MCP Server</h1> <p> </p> </div> Dart is Project Management powered by AI.

| repo | version |

The MCP server makes REST calls to the API server, which then calls the persistence layer.

Globalping MCP Server <p align="center"> </p> <p align="center"> <b>Enable AI models to interact with a global network measurement platform through natural language. — Tools: ping, traceroute, dns

Kagi MCP server !

com/keboola/mcp-server) !

ai MCP Server \[!

Langfuse Prompt Management MCP Server Model Context Protocol (MCP) Server for Langfuse Prompt Management.

Last9 MCP Server !

日本語版 READMEはこちら # LINE Bot MCP Server ! — Tools: user_id, richMenuId

packages/cli/README.md

MotherDuck's DuckDB MCP Server An MCP server implementation that interacts with DuckDB and MotherDuck databases, providing SQL analytics capabilities to AI Assistants and IDEs. — Tools: query…

Build Agents with Needle MCP Server !

Neo4j MCP Clients & Servers Model Context Protocol (MCP) is a standardized protocol for managing context between large language models (LLMs) and external systems.

svg"> </picture> # Neon MCP Server !

<div align="center">Norman Finance MCP Server</div> This Model Context Protocol (MCP) server enables AI to interact with the Norman Finance API, allowing access to accounting, invoices, companies…

Or directly with cURL Search: We've built a cool demo of an LLM leveraging the scraping endpoint in an MCP server to make real-time search in an LLM chatbot - works like a charm!

mcp-oceanbase MCP Server for OceanBase database and its tools English | 简体中文 ## Features This repository contains MCP Servers as following: | MCP Server | Description | Document | |…

GG MCP Server !

Gitee MCP Server Gitee MCP Server is a Model Context Protocol (MCP) server implementation for Gitee.

Playwright MCP A Model Context Protocol (MCP) server that provides browser automation capabilities using Playwright. — Tools: element, ref, doubleClick

com/metoro-io/metoro-mcp-server) !

Plane MCP Server The Plane MCP Server is a Model Context Protocol (MCP) server that provides seamless integration with Plane APIs, enabling projects, work items, and automations capabilities for…

<p align="center"> </p> <h1 align="center" style="border-bottom: none;"> Oxylabs MCP Server </h1> <p align="center"> <em>The missing link between AI models and the real‑world web: one API that…

PayPal Agent Toolkit The PayPal Agent Toolkit enables popular agent frameworks including OpenAI's Agent SDK, LangChain, Vercel's AI SDK, and Model Context Protocol (MCP) to integrate with PayPal…

Powerdrill MCP Server !

Perplexity Ask MCP Server An MCP server implementation that integrates the Sonar API to provide Claude with unparalleled real-time, web-wide research. — Tools: messages, role, content

Pydantic Logfire MCP Server This repository contains a Model Context Protocol (MCP) server with tools that can access the OpenTelemetry traces and metrics you've sent to Pydantic Logfire. — Tools…

mcp-server-qdrant: A Qdrant MCP server ! — Tools: information, metadata, collection_name

RAD Security MCP Server A Model Context Protocol (MCP) server for RAD Security, providing AI-powered security insights for Kubernetes and cloud environments.

com/railsware/mailtrap-mcp/actions/workflows/main.

ramp-mcp: A Ramp MCP server ## Overview A Model Context Protocol server for retrieving and analyzing data or running tasks for Ramp using Developer API.

drand-mcp-server 🎲 !

ai/server/@ref-tools/ref-tools-mcp) # Ref MCP A ModelContextProtocol server that gives your AI coding tool or agent access to documentation for APIs, services, libraries etc.

Rember MCP Allow Claude to create flashcards for you with the official Model Context Protocol (MCP) for Rember. — Tools: create_flashcards

Riza MCP Server Riza offers an isolated code interpreter for your LLM-generated code.

ai/demo-user"> </a> </p> # Root Signals MCP Server A Model Context Protocol (MCP) server that exposes Root Signals evaluators as tools for AI assistants & agents.

Routine Model Context Protocol (MCP) Server This is the Routine Model Context Protocol (MCP) server.

preview # Scrapeless MCP Server Welcome to the official Scrapeless Model Context Protocol (MCP) Server — a powerful integration layer that empowers LLMs, AI Agents, and AI applications to interact…

@scrapezy/mcp MCP Server <a href="https://glama. — Tools: extract_structured_data

ScreenshotOne MCP Server An official implementation of an MCP (Model Context Protocol) server for ScreenshotOne.

screenname=semgrep"> </a> </p> # Semgrep MCP Server !

SingleStore MCP Server !

Square Model Context Protocol Server (Beta) This project follows the Model Context Protocol standard, allowing AI assistants to interact with Square's connect API.

Stripe Agent Toolkit The Stripe Agent Toolkit enables popular agent frameworks including OpenAI's Agent SDK, LangChain, CrewAI, Vercel's AI SDK, and Model Context Protocol (MCP) to integrate with…

Supabase MCP Server > Connect your Supabase projects to Cursor, Claude, Windsurf, and other AI assistants.

rainbow: Taskade MCP All things related to Taskade's MCP (Model Context Protocol) initiatives.

MCP demo The Tavily MCP server provides: - search, extract, map, crawl tools - Real-time web search capabilities through the tavily-search tool - Intelligent data extraction from web pages via the…