Awesome MCP › Weekly › 2025-05-06

2025-05-06

425 projects added

MCP Cients

kdqed/zaturn

Zaturn is an MCP-compatible AI-powered data analytics tool that enables natural language querying and visualization of multiple data sources without requiring coding skills.

Grasp is a self-hosted, open-source agentic browser with built-in Model Context Protocol and agent-to-agent support, enabling natural language-controlled, human-like browser automation and seamless AI agent integration.

hbg/mcp-paperswithcode

An unofficial MCP client interface to the PapersWithCode API that enables AI assistants to search, retrieve, and read academic papers and access related code repositories for enhanced research context.

zaidmukaddam/scira-mcp-chat

Scira MCP Chat is an open-source AI chatbot client that leverages the Model Context Protocol to connect with various MCP servers and AI tools, providing a modern and extensible chat experience.

NicholasGoh/fastapi-mcp-langgraph-template

A modern, scalable template for agentic orchestration integrating Model Context Protocol (MCP) and LangGraph to enable rapid development and deployment of context-aware LLM applications.

keli-wen/mcp_chatbot

keli-wen/mcp_chatbot is a versatile chatbot implementation compatible with the Model Context Protocol (MCP), supporting terminal and Streamlit interfaces and enabling integration of customized LLMs with external tools through MCP servers.

OxideWaveLength/Minecraft-Hack-BaseClient

A Minecraft 1.8.8 base hacked client built on MCP with modular features including command and module management, GUI elements, and social interaction tools.

jagan-shanmugam/mattermost-mcp-host

Mattermost MCP Host is an integration that connects Mattermost with Model Context Protocol (MCP) servers using a LangGraph-based AI agent to enable intelligent, context-aware interactions and tool execution within Mattermost channels.

marimo-team/codemirror-mcp

A CodeMirror extension that integrates the Model Context Protocol (MCP) to provide resource mentions, prompt command autocompletion, and interactive resource decorations within the editor.

mattzcarey/shippie

Shippie is an extensible AI-powered code review agent that integrates Large Language Models into CI/CD pipelines and functions as a Model Context Protocol client for enhanced integration with external tools.

pluveto/daan

Daan is a lightweight and customizable LLM client that integrates the Model Context Protocol (MCP) to enhance AI interactions with external tools and knowledge, featuring miniapps, character customization, and flexible model support.

kimtth/mcp-aoai-web-browsing

A minimal Model Context Protocol server and client integrating Azure OpenAI with web browser control via Playwright for AI-driven web automation.

srbhptl39/MCP-SuperAssistant

MCP SuperAssistant is a Chrome extension that integrates the Model Context Protocol (MCP) with multiple AI platforms, enabling users to execute MCP tools and enhance AI conversations with real-time data and tool results.

MCP Frameworks and libraries

VoltAgent/voltagent

VoltAgent is an open-source TypeScript framework for building and orchestrating autonomous AI agents with support for the Model Context Protocol (MCP) to enable standardized tool interactions and scalable multi-agent systems.

pydantic/pydantic-ai

PydanticAI is a Python agent framework that simplifies building production-grade Generative AI applications by providing type-safe, structured, and extensible interactions with multiple large language models.

samchon/openapi

@samchon/openapi is a comprehensive library providing OpenAPI definitions, converters, and LLM function calling schema composer with support for multiple OpenAPI versions and Model Context Protocol (MCP) integration.

firerpa/lamda

FIRERPA/lamda is a next-generation Android RPA framework that provides stable, scalable, and AI-integrated mobile automation solutions supporting the Model Context Protocol (MCP).

ckanthony/gin-mcp

Gin-MCP is a zero-configuration library that automatically exposes existing Gin API endpoints as Model Context Protocol (MCP) tools, enabling seamless integration with MCP clients and enhancing developer productivity.

heurist-network/heurist-agent-framework

Heurist Agent Framework is a modular multi-interface AI agent framework supporting advanced reasoning, tool use, memory, blockchain interaction, and MCP integration for building sophisticated agents and agents-as-a-service.

topoteretes/cognee

Cognee is an open-source project that provides scalable and modular memory capabilities for AI agents using ECL pipelines, enabling efficient management and retrieval of past interactions and diverse data types.

Arize-ai/openinference

OpenInference is an open-source project that extends OpenTelemetry to provide comprehensive tracing and observability for AI applications, including support for the Model Context Protocol (MCP).

jlowin/fastmcp

FastMCP is a Python framework that simplifies building Model Context Protocol (MCP) servers and clients, providing a high-level, Pythonic interface to expose data and functionality to large language models efficiently.

paypal/agent-toolkit

The PayPal Agent Toolkit enables integration of popular agent frameworks with PayPal APIs through function calling, supporting the Model Context Protocol (MCP) for seamless AI-driven payment and commerce automation.

agentmail-to/agentmail-toolkit

AgentMail Toolkit integrates multiple agent frameworks and protocols including the Model Context Protocol (MCP) with the AgentMail API to facilitate development of context-aware AI agents.

cagostino/npcpy

npcpy is a versatile AI toolkit and agent-based framework that integrates AI models into workflows through various interfaces, including a command-line shell that processes natural language and bash commands.

dodufish/PIXRA

PIXRA is a reliability-focused framework that enhances AI agent workflows with advanced verification and Model Context Protocol integration for production-ready, scalable, and trustworthy real-world applications.

MCP Resources & Educational Materials

sing1ee/a2a-directory

sing1ee/a2a-directory is a comprehensive resource directory for Google's Agent2Agent (A2A) protocol, facilitating secure and asynchronous communication and collaboration between AI agents across diverse platforms and languages.

Puliczek/awesome-mcp-security

Awesome MCP Security is a comprehensive curated resource repository focused on the security aspects, best practices, research, and tools related to the Model Context Protocol (MCP).

pab1it0/awesome-a2a

Awesome A2A is a curated repository of resources, server implementations, clients, frameworks, and utilities for the Agent2Agent (A2A) protocol, enabling interoperable communication and collaboration between AI agents.

aieducations/edumcp

EDUMCP is an open platform protocol built on the Model Context Protocol (MCP) that enables seamless interoperability among AI models, educational applications, and smart hardware to deliver personalized and interactive learning experiences in education.

MCP Servers

suekou/mcp-notion-server

Notion MCP Server is an MCP server that enables large language models to interact efficiently with Notion workspaces by converting content to Markdown to optimize token usage.

oraios/serena

Serena is a free and open-source coding agent toolkit that leverages the Model Context Protocol to provide semantic code retrieval and editing capabilities, enabling LLMs to autonomously work on complex codebases with IDE-like precision.

yincongcyincong/VictoriaMetrics-mcp-server

VictoriaMetrics-mcp-server is an MCP server implementation that enables integration and interaction with the VictoriaMetrics time series database using the Model Context Protocol.

apache/apisix

Apache APISIX is a high-performance cloud-native API Gateway and AI Gateway that supports Model Context Protocol (MCP) integration through its mcp-bridge plugin, offering dynamic traffic management, security, and observability features.

XixianLiang/HarmonyOS-mcp-server

HarmonyOS MCP Server is an MCP server implementation that enables programmatic manipulation and control of HarmonyOS devices using the Model Context Protocol.

tinybirdco/mcp-tinybird

An MCP server enabling interaction with Tinybird Workspaces from MCP clients, supporting data querying, analysis, and management through the Model Context Protocol.

executeautomation/mcp-playwright

executeautomation/mcp-playwright is a Model Context Protocol server that enables AI-driven browser automation and web interactions using Playwright.

e2b-dev/mcp-server

The e2b-dev/mcp-server project is an MCP server that enables Claude Desktop to run code via the E2B Sandbox, supporting JavaScript and Python editions for enhanced code interpreting capabilities.

higress-group/higress-ops-mcp-server

Higress OPS MCP Server is an MCP server and client implementation enabling comprehensive and secure configuration and management of Higress service mesh environments.

rekog-labs/MCP-Nest

A NestJS module that enables effortless creation of Model Context Protocol (MCP) servers to expose AI tools, resources, and prompts with support for multiple transport types and authentication.

isaacwasserman/mcp-snowflake-server

mcp-snowflake-server is an MCP server implementation that enables SQL querying, schema exploration, and data insight management for Snowflake databases through Model Context Protocol resources and tools.

Rootly-AI-Labs/Rootly-MCP-server

Rootly MCP Server is an MCP server that integrates with the Rootly API to enable efficient incident management within MCP-compatible editors, enhancing system reliability and operational excellence.

Zhwt/go-mcp-mysql

go-mcp-mysql is a ready-to-use Model Context Protocol server for MySQL that supports CRUD operations, read-only mode, and query plan checking without requiring Node.js or Python environments.

sapientpants/sonarqube-mcp-server

SonarQube MCP Server is an MCP server that integrates SonarQube's code quality and analysis capabilities with AI assistants, enabling advanced querying and filtering of code metrics and issues.

gomarble-ai/facebook-ads-mcp-server

Facebook Ads MCP Server is an MCP server that provides programmatic access and management of Facebook Ads data through the Model Context Protocol framework.

ChronulusAI/chronulus-mcp

chronulus-mcp is an MCP server that integrates Chronulus AI's forecasting and prediction agents into the Claude AI platform, enabling advanced predictive analytics within an AI chat interface.

wenb1n-dev/mysql_mcp_server_pro

mcp_mysql_server_pro is a MySQL Model Context Protocol server that supports CRUD operations, database anomaly analysis, permission control, and extensible custom tools, operating in SSE and STDIO modes.

xzq-xu/jvm-mcp-server

A JVM-based MCP server implementation leveraging Arthas to provide comprehensive Java process monitoring and AI-driven performance analysis through a Python interface.

SecretiveShell/MCP-timeserver

MCP-timeserver is a simple MCP server that provides standardized datetime information to agentic systems and chat REPLs using a datetime URI scheme and a time retrieval tool.

abhiz123/todoist-mcp-server

Todoist MCP Server is an MCP server implementation that integrates Claude AI with Todoist, enabling natural language task management including creating, updating, completing, and deleting tasks.

kimtaeyoon83/mcp-server-youtube-transcript

An MCP server that enables direct retrieval of transcripts from YouTube videos with support for multiple languages and robust error handling.

abhiemj/manim-mcp-server

Manim MCP Server is an MCP server that executes Manim animation scripts and returns generated videos, enabling dynamic animation creation through the Model Context Protocol.

tuannvm/mcp-trino

mcp-trino is a high-performance Model Context Protocol (MCP) server implemented in Go that enables AI assistants to interact with Trino's distributed SQL query engine through standardized MCP tools.

admica/FileScopeMCP

FileScopeMCP is a TypeScript-based MCP server that analyzes codebases to rank file importance, track dependencies, and generate visualizations, enhancing AI-assisted code understanding.

armorwallet/armor-crypto-mcp

Armor Crypto MCP is an alpha-stage MCP server that integrates AI agents with the cryptocurrency ecosystem, offering multi-chain wallet management, swaps, strategic trades, and more.

devflowinc/trieve

Trieve is an all-in-one infrastructure platform offering search, recommendations, retrieval-augmented generation, and analytics via API with strong support for Model Context Protocol (MCP) integration.

UserAd/didlogic_mcp

Didlogic MCP Server is an MCP server implementation that enables Large Language Models to interact with Didlogic services through a standardized interface using MCP tools.

PhialsBasement/CMD-MCP-Server

CMD MCP Server is a cross-platform Model Context Protocol server for executing CMD commands and integrating command-line operations with MCP-compatible applications.

ariadng/metatrader-mcp-server

MetaTrader MCP Server is a Python-based MCP server that enables AI large language models to execute algorithmic trades on the MetaTrader 5 platform using the Model Context Protocol.

flowcore-io/mcp-flowcore-platform

Flowcore Platform MCP Server is an MCP server that provides a standardized API for managing and interacting with the Flowcore Platform, enabling AI assistants to query and control platform resources efficiently.

kukapay/freqtrade-mcp

Freqtrade-MCP is an MCP server that integrates with the Freqtrade cryptocurrency trading bot via its REST API, enabling AI agent interaction for automated trading operations.

gofireflyio/firefly-mcp

Firefly MCP Server is a TypeScript-based server that enables resource discovery and codification across cloud and SaaS accounts, integrating securely with the Firefly platform using the Model Context Protocol.

JordanDalton/RestCsvMcpServer

RestCsvMcpServer is an MCP server generated with MCPGen that enables MCP clients to interact seamlessly with the RestCSV API for CSV data management.

isaacwasserman/mcp-vegalite-server

An MCP server implementation that enables LLMs to visualize data using Vega-Lite syntax, supporting data saving and visualization with outputs in JSON or PNG formats.

metatool-ai/metatool-app

MetaMCP is a unified middleware MCP server and GUI application designed to manage multiple MCP servers and clients efficiently through a single interface, supporting multi-workspace and tool management features.

sergehuber/inoyu-mcp-unomi-server

An early implementation of Anthropic's Model Context Protocol server for Apache Unomi that enables Claude AI to maintain user context through profile management and session handling.

teddyzxcv/ntfy-mcp

ntfy-mcp is an MCP server that sends notifications via ntfy to inform users when their AI assistant completes a task, enhancing task monitoring and user convenience.

idoru/influxdb-mcp-server

An MCP server that provides access to InfluxDB resources and tools for querying, writing, and managing time-series data using the InfluxDB OSS API v2.

QAInsights/k6-mcp-server

k6-mcp-server is an MCP server implementation that enables running and managing k6 load tests with customizable parameters and real-time output through an easy-to-use API.

kukapay/uniswap-trader-mcp

An MCP server enabling AI agents to automate and optimize token swaps on Uniswap DEX across multiple blockchains.

hloiseaufcms/mcp-gopls

mcp-gopls is an MCP server that enables AI assistants to interact with Go's Language Server Protocol for advanced code analysis and navigation features.

pwh-pwh/coin-mcp-server

Coin MCP Server is an MCP server that provides real-time cryptocurrency prices and token information by integrating with Bitget's API, built with FastMCP and Zod for validation.

kukapay/nearby-search-mcp

An MCP server that enables nearby place searches using IP-based location detection and Google Places API integration.

c4pt0r/mcp-server-tidb

mcp-server-tidb is an MCP server implementation that enables integration of the TiDB serverless database with the Model Context Protocol ecosystem.

xing5/mcp-google-sheets

A Python-based MCP server that integrates Google Sheets and Drive APIs to enable AI-driven spreadsheet creation and manipulation through MCP-compatible clients.

yuna0x0/anilist-mcp

AniList MCP Server is an MCP server that interfaces with the AniList API to provide LLM clients access to detailed anime, manga, character, staff, and user data with advanced search and user interaction capabilities.

FradSer/mcp-server-apple-reminders

Apple Reminders MCP Server is a Model Context Protocol server that provides native macOS integration to manage Apple Reminders through a standardized interface.

alexbakers/mcp-ipfs

A Node.js MCP server that integrates with storacha.network via the w3 CLI, enabling MCP clients to manage storage spaces, data, delegations, and more through wrapped w3 commands.

aliyun/alibaba-cloud-ops-mcp-server

Alibaba Cloud Ops MCP Server is an MCP server implementation that enables comprehensive management and automation of Alibaba Cloud services through the Model Context Protocol.

api7/apisix-mcp

APISIX Model Context Protocol (MCP) server bridges large language models with the APISIX Admin API to enable natural language-based API gateway management.

ferdousbhai/tasty-agent

tasty-agent is an MCP server that enables Large Language Models to manage TastyTrade brokerage accounts by monitoring portfolios, analyzing positions, and executing trades.

ConechoAI/openai-websearch-mcp

OpenAI WebSearch MCP Server enables AI assistants to access real-time web search data through the Model Context Protocol, enhancing conversational relevance and accuracy.

korotovsky/slack-mcp-server

A Model Context Protocol (MCP) server for Slack Workspaces that supports Stdio and SSE transports, proxy settings, and requires no Slack Workspace permissions or bot approvals.

dbt-labs/dbt-mcp

dbt-labs/dbt-mcp is an MCP server that enables standardized interaction with dbt, facilitating data model management and querying through the Model Context Protocol.

PatrickPalmer/MayaMCP

Maya MCP is an MCP server implementation that enables AI assistants to control Autodesk Maya through natural language commands using the Model Context Protocol.

automateyournetwork/pyATS_MCP

pyATS MCP Server is a secure, containerized MCP Server implementation that enables structured, model-driven network device interaction using Cisco's pyATS framework over JSON-RPC via STDIO.

kukapay/modbus-mcp

Modbus MCP Server is an MCP server that standardizes and contextualizes industrial Modbus data to enable seamless AI integration with industrial IoT systems.

kukapay/pancakeswap-poolspy-mcp

PancakeSwap PoolSpy MCP Server is an MCP server that tracks newly created liquidity pools on PancakeSwap in real-time, providing detailed metrics for DeFi analysts and traders.

API-200/api200

API 200 is an open-source API gateway that simplifies third-party API integrations with features like caching, retries, mocks, monitoring, and supports the Model Context Protocol (MCP) for advanced API management.

agentset-ai/mcp-server

Agentset MCP Server is an open-source platform that enables developers to build intelligent, document-based applications using Retrieval-Augmented Generation (RAG) with agentic superpowers.

hardik-id/azure-resource-graph-mcp-server

An MCP server that enables querying and retrieving Azure resource information across subscriptions using Azure Resource Graph queries with integration support for Cursor IDE and Visual Studio Code.

tumf/mcp-shell-server

MCP Shell Server is a secure server implementing the Model Context Protocol (MCP) that allows remote execution of whitelisted shell commands with stdin support and comprehensive output.

stefan-xyz/mcp-server-runescape

An MCP server providing tools to access and interact with RuneScape and Old School RuneScape data including item prices, player hiscores, rankings, and real-time player counts.

webcoderz/MCP-Geo

MCP-Geo is an MCP server that provides geocoding and reverse geocoding services using GeoPY, enabling LLMs to process and retrieve geographic location data.

hydrolix/mcp-hydrolix

Hydrolix MCP Server is an MCP server enabling secure and efficient SQL query execution and data exploration on Hydrolix clusters, optimized for integration with large language models.

kukapay/token-minter-mcp

Token Minter MCP is an MCP server that enables AI agents to mint and manage ERC-20 tokens across 21 different blockchain networks with customizable parameters and comprehensive token management tools.

longportapp/openapi

LongPort OpenAPI SDK provides programmatic trading and quote interfaces with real-time data and includes an MCP server implementation for advanced investment strategy development.

kukapay/whale-tracker-mcp

A Python-based MCP server that tracks and analyzes large cryptocurrency whale transactions in real-time using the Whale Alert API.

pyroprompts/any-chat-completions-mcp

any-chat-completions-mcp is a TypeScript-based MCP server that enables integration of any OpenAI SDK compatible chat completion API as a tool, facilitating seamless interaction with multiple large language models through the Model Context Protocol.

zebedeeio/zbd-mcp-server

ZBD MCP Server is a deprecated Model Context Protocol server implementation that integrates Bitcoin Lightning Network payment capabilities into large language models through a modular TypeScript SDK-based toolset.

apify/actors-mcp-server

Apify MCP Server is an implementation of the Model Context Protocol server that enables AI assistants to interact with Apify Actors for data extraction, web scraping, and other automated tasks through a standardized protocol.

ihor-sokoliuk/mcp-searxng

An MCP server implementation integrating the SearXNG API to provide advanced web search capabilities within the Model Context Protocol ecosystem.

FreePeak/db-mcp-server

FreePeak/db-mcp-server is a multi-database server implementing the Model Context Protocol (MCP) to enable AI assistants to access and manage multiple databases through a unified and structured interface.

InditexTech/mcp-server-simulator-ios-idb

An MCP server enabling Large Language Models to control iOS simulators through natural language commands for comprehensive simulator and app management, UI interaction, and debugging.

mark3labs/mcp-filesystem-server

A Go server implementing the Model Context Protocol (MCP) to provide secure and comprehensive filesystem operations including file reading, writing, directory management, searching, and metadata retrieval.

minhyeoky/mcp-server-ledger

mcp-server-ledger is a Model Context Protocol server that enables Large Language Models to interact with Ledger CLI for querying and analyzing financial data through a standardized interface.

fireproof-storage/mcp-database-server

A demonstration MCP server integrating Fireproof database to provide JSON document storage and CRUD operations for AI systems like Claude Desktop.

aaronjmars/web3-research-mcp

Web3 Research MCP is an MCP server that provides comprehensive, multi-source, and structured research on cryptocurrency tokens with resource management and progress tracking.

jinzcdev/leetcode-mcp-server

LeetCode MCP Server is an MCP server enabling automated and authenticated access to LeetCode's problems, solutions, contests, and user data across global and Chinese platforms.

ahnlabio/bicscan-mcp

BICScan MCP Server is an MCP-compliant API server that provides real-time blockchain address risk scoring and asset information using the BICScan API for enhanced security and asset management.

kukapay/chainlink-feeds-mcp

An MCP server providing real-time access to Chainlink's decentralized on-chain price feeds across multiple blockchain networks, optimized for integration with AI agents and autonomous systems.

kukapay/cointelegraph-mcp

Cointelegraph MCP Server is an MCP server that provides real-time access to the latest cryptocurrency news from Cointelegraph via RSS feeds, with tools for category listing and news retrieval, and integration with AI platforms like Claude Desktop.

0xshellming/mcp-summarizer

MCP Content Summarizer Server is an MCP-based server that uses Google's Gemini 1.5 Pro model to provide intelligent summarization for various content types including text, web pages, PDFs, and EPUBs.

ndthanhdev/mcp-browser-kit

MCP Browser Kit is an MCP Server that enables AI assistants to interact with local web browsers, enhancing AI-driven browsing through the Model Context Protocol.

gannonh/firebase-mcp

Firebase MCP is an MCP server enabling AI assistants to interact with Firebase services like Firestore, Storage, and Authentication through the Model Context Protocol.

JoshuaRileyDev/supabase-mcp-server

Supabase MCP Server is an MCP server that enables AI models and clients to manage Supabase projects and organizations programmatically through a standardized interface.

ReAPI-com/mcp-openapi

An MCP server that loads and serves multiple OpenAPI specifications to enable LLM-powered IDE integrations, providing API context and intelligent code assistance within development environments.

yWorks/mcp-typescribe

yWorks/mcp-typescribe is an open-source MCP server implementation that enables Large Language Models to dynamically access and understand TypeScript API documentation, facilitating efficient use of new and internal APIs without retraining.

kukapay/crypto-indicators-mcp

Crypto Indicators MCP Server is an MCP server offering a wide range of cryptocurrency technical analysis indicators and trading strategies to support AI trading agents in market trend analysis and quantitative strategy development.

kukapay/crypto-news-mcp

Crypto News MCP Server is an MCP server that delivers real-time cryptocurrency news from NewsData.io to AI agents, enabling efficient news retrieval and summarization.

zhsama/duckduckgo-mcp-server

A TypeScript-based Model Context Protocol server that integrates DuckDuckGo search functionality, demonstrating core MCP concepts with rate limiting and error handling support.

burningion/video-editing-mcp

An MCP server interface for Video Jungle enabling video upload, search, and automated editing through natural language prompts and API integration.

kukapay/jupiter-mcp

An MCP server for executing optimized token swaps on the Solana blockchain using Jupiter's Ultra API.

upstash/context7

Context7 MCP Server is an MCP server that delivers up-to-date, version-specific code documentation and examples to enhance LLMs and AI code editors, ensuring accurate and current code generation.

TBXark/mcp-proxy

mcp-proxy is an MCP proxy server that aggregates multiple MCP resource servers into a single HTTP server, providing real-time updates and flexible configuration for seamless MCP client integration.

shanejonas/openrpc-mpc-server

An MCP server implementing JSON-RPC functionality via OpenRPC, enabling method calling and discovery within the Model Context Protocol ecosystem.

yepcode/mcp-server-js

YepCode MCP Server is an MCP server that enables AI platforms to interact with YepCode's infrastructure, turning YepCode processes into AI-ready tools for seamless integration and real-time control.

benborla/mcp-server-mysql

A Model Context Protocol server that provides read-only access to MySQL databases, enabling large language models to inspect schemas and execute SQL queries securely and efficiently.

ClickHouse/mcp-clickhouse

ClickHouse MCP Server is an MCP protocol implementation that enables secure, read-only SQL querying and database exploration for ClickHouse clusters, integrated with Claude Desktop and supporting local and cloud deployments.

kukapay/crypto-portfolio-mcp

Crypto Portfolio MCP is an MCP server that enables real-time tracking, management, and AI-driven optimization of cryptocurrency portfolios using Binance price data and historical analysis.

mindsdb/mindsdb

MindsDB is an AI-powered federated query engine and platform with an MCP server that enables querying and learning from large-scale, disparate data sources using natural language and SQL.

QuantGeekDev/coincap-mcp

Coincap MCP is an MCP server that provides easy access to cryptocurrency data from the Coincap public API without requiring API keys, enabling integration with Claude Desktop and other MCP clients.

Dataring-engineering/mcp-server-trino

An MCP server implementation that enables listing and querying Trino tables via the Model-Control-Protocol using Python.

kukapay/cryptopanic-mcp-server

cryptopanic-mcp-server is an MCP server that provides the latest cryptocurrency news, analysis, and videos to AI agents using the CryptoPanic API.

kukapay/rug-check-mcp

Rug-Check-MCP is an MCP server that analyzes Solana meme tokens to detect potential risks and help AI agents avoid rug pulls and unsafe projects.

LucasHild/mcp-server-bigquery

An MCP server that enables large language models to access and query Google BigQuery databases by inspecting schemas and executing SQL queries.

r-huijts/oorlogsbronnen-mcp

An MCP server providing AI-powered natural language access to Dutch World War II archives via the Oorlogsbronnen API, enabling exploration of historical records, photographs, and documents from 1940-1945 Netherlands.

pskill9/web-search

A Model Context Protocol server enabling free Google web searches without API keys by scraping search results and returning structured data.

agentgateway/agentgateway

Agentgateway is a high-performance, secure, and multi-tenant agent gateway designed for enterprise-grade deployments with robust MCP-focused features and dynamic configuration support.

SureScaleAI/openai-gpt-image-mcp

openai-gpt-image-mcp is a Model Context Protocol tool server enabling image generation and editing using OpenAI's GPT-4o and gpt-image-1 APIs, supporting various MCP-compatible clients and advanced image manipulation features.

blackwhite084/playwright-plus-python-mcp

A Model Context Protocol (MCP) server integrating Playwright tools to enable web automation, note management, and programmable web interactions within the MCP ecosystem.

doggybee/mcp-server-leetcode

mcp-server-leetcode is an MCP server that provides AI assistants with access to LeetCode problems, user data, and contest information through a GraphQL interface.

tanigami/mcp-server-perplexity

An MCP server that integrates the Perplexity API to provide chat completions with citations for MCP-compatible clients like Claude Desktop.

omni-mcp/isaac-sim-mcp

Isaac Sim MCP Extension and Server leverages the Model Context Protocol to enable natural language control and advanced robotic simulations within NVIDIA Isaac Sim.

MarkusPfundstein/mcp-gsuite

mcp-gsuite is an MCP server that enables integration and management of Gmail and Google Calendar functionalities through the Model Context Protocol.

TencentEdgeOne/edgeone-pages-mcp

EdgeOne Pages MCP is an MCP service that enables rapid deployment of HTML content to Tencent's EdgeOne Pages platform, providing publicly accessible URLs for fast edge delivery.

zcaceres/fetch-mcp

Fetch MCP Server is a flexible Model Context Protocol server that fetches and transforms web content into HTML, JSON, plain text, and Markdown formats on demand.

tumf/mcp-text-editor

MCP Text Editor Server is an MCP-compliant server providing efficient, line-oriented text file editing optimized for LLM tools with safe concurrent editing and partial file access to minimize token usage.

pipeboard-co/meta-ads-mcp

Meta Ads MCP is an MCP server that enables AI models to interact with the Meta Ads API for analyzing, managing, and optimizing advertising campaigns across Meta platforms through a standardized interface.

metoro-io/metoro-mcp-server

Metoro MCP Server is an MCP server that enables AI-powered interaction with Kubernetes telemetry data from the Metoro observability platform through the Claude Desktop App.

Hypersequent/qasphere-mcp

QA Sphere MCP Server is an MCP server enabling Large Language Models to interact with QA Sphere test cases, integrating test management into AI-powered development workflows.

kukapay/crypto-rss-mcp

Crypto RSS MCP is an MCP server that aggregates and analyzes real-time cryptocurrency news from multiple RSS feeds to help AI agents make informed market decisions.

opgginc/opgg-mcp

OP.GG MCP Server is a Model Context Protocol implementation that provides AI agents with standardized access to OP.GG gaming data across multiple games including League of Legends, TFT, and Valorant.

wenhuwang/mcp-k8s-eye

mcp-k8s-eye is an MCP server designed for comprehensive Kubernetes cluster management and diagnostics, supporting resource operations, diagnostics, and multiple transport protocols.

Govcraft/rust-docs-mcp-server

Rust Docs MCP Server is an MCP server that provides AI coding assistants with up-to-date Rust crate documentation using semantic search and LLM summarization to improve code suggestion accuracy.

JoshuaRileyDev/app-store-connect-mcp-server

App Store Connect MCP Server is an MCP server that provides tools to manage apps, beta testers, bundle IDs, devices, and users via the App Store Connect API.

evalstate/mcp-hfspace

mcp-hfspace is an MCP server that enables easy integration of Hugging Face Spaces with Claude Desktop, supporting various AI tasks like image generation, vision, speech, and chat through minimal configuration.

Automata-Labs-team/MCP-Server-Playwright

MCP Server Playwright is an MCP server that enables large language models to perform browser automation tasks such as navigation, interaction, screenshot capture, and JavaScript execution using Playwright in a real browser environment.

pab1it0/adx-mcp-server

A Model Context Protocol (MCP) server enabling AI assistants to query and analyze Azure Data Explorer databases through standardized interfaces.

flipt-io/mcp-server-flipt

Flipt MCP Server is an MCP-compliant server that enables AI assistants to manage and interact with Flipt feature flags through the Model Context Protocol.

graphlit/graphlit-mcp-server

The graphlit-mcp-server is an MCP Server for the Graphlit Platform that enables integration and ingestion of diverse data sources into a centralized, searchable, and RAG-ready knowledge base for MCP clients.

YuChenSSR/multi-ai-advisor-mcp

Multi-Model Advisor is an MCP server that queries multiple Ollama AI models simultaneously, combining their diverse perspectives to provide comprehensive answers through Claude for Desktop integration.

openMF/mcp-mifosx

openMF/mcp-mifosx is an MCP server implementation for Apache Fineract that enables AI agents to access and operate on financial data through standardized MCP protocols across Python, Java, and Node.js environments.

g0t4/mcp-server-commands

mcp-server-commands is an MCP server that allows large language models to execute shell commands securely and interact with the system environment.

heurist-network/heurist-mesh-mcp-server

An MCP server connecting to Heurist Mesh APIs that provides AI-driven blockchain and Web3 tools access through MCP-compatible interfaces like Claude and Cursor.

chargebee/agentkit

Chargebee AgentKit is a toolkit that integrates Chargebee's billing and subscription management capabilities with AI agents using the Model Context Protocol to enable smarter and more efficient billing workflows.

edwinbernadus/nocodb-mcp-server

Nocodb MCP Server is a TypeScript-based server enabling CRUD operations on Nocodb databases through the Model Context Protocol (MCP), facilitating seamless database management and integration.

chaindead/telegram-mcp

Telegram-mcp is an MCP server bridging Telegram API and AI assistants, enabling management of dialogs, messages, drafts, and read statuses through the Model Context Protocol.

alexander-zuev/supabase-mcp-server

An open-source MCP server for Supabase enabling safe SQL query execution, schema management, and Supabase API integration via a chat interface.

azer/react-analyzer-mcp

react-analyzer-mcp is an MCP server that analyzes React components and generates documentation locally, enabling integration with Claude for interactive code analysis.

alibaba/higress

Higress is a cloud-native AI native API gateway by Alibaba that supports hosting Model Context Protocol (MCP) servers, enabling unified management of AI and LLM APIs with extensible Wasm plugins and enterprise-grade features.

opgginc/laravel-mcp-server

Laravel MCP Server by OP.GG is a Laravel package that implements a secure and scalable Model Context Protocol server using Server-Sent Events (SSE) transport for real-time communication and enterprise-grade security.

mackenly/mcp-fathom-analytics

An unofficial MCP server enabling AI-assisted access and analysis of Fathom Analytics data through flexible API interactions and aggregation capabilities.

chatmcp/mcpso

A directory platform for discovering and exploring Awesome MCP Servers, supporting the MCP ecosystem through server discovery and community engagement.

ergut/mcp-bigquery-server

A Model Context Protocol (MCP) server that enables Large Language Models to securely and naturally query Google BigQuery datasets through a standardized interface.

pulumi/mcp-server

Pulumi MCP Server is an MCP server implementation that enables programmatic interaction with Pulumi CLI operations via the Model Context Protocol, supporting infrastructure as code automation and integration in AI and MCP client applications.

erikhoward/adls-mcp-server

An MCP server implementation providing a standardized interface for interacting with Microsoft Azure Data Lake Storage Gen2, enabling file and directory operations through MCP tools.

neondatabase-labs/mcp-server-neon

Neon MCP Server is an open-source tool that enables natural language interaction with Neon Postgres databases through the Model Context Protocol, simplifying database management and migrations via conversational commands.

recursechat/mcp-server-apple-shortcuts

An MCP server enabling AI assistants like Claude to control and automate Apple Shortcuts on macOS safely and efficiently.

TheRaLabs/legion-mcp

A server that enables AI assistants to access and query multiple databases using the Legion Query Runner integrated with the Model Context Protocol (MCP) Python SDK for context-aware database operations.

lpigeon/ros-mcp-server

The ROS/ROS2 MCP Server enables natural language-driven robot control by converting user commands via a large language model into ROS/ROS2 commands using the Model Context Protocol.

zilliztech/mcp-server-milvus

MCP Server for Milvus is an implementation of the Model Context Protocol that enables LLM applications to seamlessly interact with the Milvus vector database for advanced search and data management capabilities.

BitteProtocol/mcp

MCP Proxy Monorepo is a centralized project hosting MCP servers for various services, enabling standardized AI model control and integration, including Bitte AI.

kukapay/crypto-trending-mcp

An MCP server that tracks and monitors the latest trending tokens on CoinGecko, providing real-time insights and analysis of popular cryptocurrencies through MCP tools and prompts.

mcpdotdirect/starknet-mcp-server

Starknet MCP Server is an MCP server that equips AI agents with tools to interact with the Starknet blockchain, enabling blockchain data queries, smart contract interactions, token transfers, and StarknetID resolution through a natural language interface.

lostintangent/gistpad-mcp

GistPad MCP is an MCP server that enables managing and sharing personal knowledge, daily notes, and reusable prompts through GitHub Gists, integrated with AI tools and MCP clients.

last9/last9-mcp-server

Last9 MCP Server is an implementation of the Model Context Protocol that integrates real-time production observability data into local development environments to assist AI agents in auto-fixing code faster.

razorpay/razorpay-mcp-server

Razorpay MCP Server is an official Model Context Protocol server enabling advanced payment processing and automation through Razorpay's APIs for developers and AI tools.

OpenLinkSoftware/mcp-sqlalchemy-server

A lightweight MCP server providing ODBC connectivity and database management using FastAPI, pyodbc, and SQLAlchemy, compatible with Virtuoso and other SQLAlchemy-supported DBMS.

kukapay/twitter-username-changes-mcp

An MCP server that tracks and provides historical data on Twitter username changes, useful for identifying potential scam risks in crypto projects.

wegotdocs/open-mcp

OpenMCP is an open-source standard and registry for converting web APIs into Model Context Protocol (MCP) servers, enabling efficient and broad integration of APIs with MCP clients like large language models.

runekaagaard/mcp-alchemy

MCP Alchemy is an MCP server that enables large language models like Claude Desktop to access, understand, and interact with various relational databases through SQL queries and schema exploration.

QAInsights/jmeter-mcp-server

JMeter MCP Server is an MCP server that enables executing and managing Apache JMeter tests through MCP-compatible AI clients, facilitating AI-driven test execution and analysis.

hmk/box-mcp-server

box-mcp-server is an MCP server that enables searching, reading, and accessing files stored in Box through the Model Context Protocol with secure JWT and developer token authentication.

berlinbra/alpha-vantage-mcp

Alpha Vantage MCP Server is an MCP server providing real-time financial market data, including stock quotes, company info, cryptocurrency rates, and historical options data via the Alpha Vantage API.

johnneerdael/netskope-mcp

A Model Context Protocol (MCP) server for managing Netskope Network Private Access infrastructure using Large Language Models, providing tools for alert configuration and local broker management.

jagan-shanmugam/open-streetmap-mcp

An OpenStreetMap MCP server implementation that enhances LLM capabilities with location-based services and geospatial data.

fatwang2/search1api-mcp

search1api-mcp is an MCP server that provides advanced web and news search functionalities using Search1API, enabling seamless integration with various MCP clients including LibreChat.

reeeeemo/ancestry-mcp

Ancestry MCP Server is a Python-based MCP server enabling interaction with GEDCOM (.ged) files for genealogical data management and search.

yoelbassin/gnuradioMCP

GNURadio MCP Server is an extensible MCP server enabling programmatic, automated, and AI-driven creation and control of GNURadio flowgraphs for scalable SDR workflows.

domdomegg/airtable-mcp-server

A Model Context Protocol server enabling AI systems to read, write, and manage Airtable databases by providing schema inspection and record manipulation capabilities.

kukapay/crypto-feargreed-mcp

An MCP server providing real-time and historical Crypto Fear & Greed Index data with tools for trend analysis and integration into MCP-compatible clients.

hyperb1iss/lucidity-mcp

Lucidity MCP is an AI-powered code quality analysis server using the Model Context Protocol to help AI assistants review and improve code by analyzing git changes for complexity, security, and other quality issues through structured prompts.

Codex-Data/codex-mcp

Codex MCP Server is an MCP server that provides enriched blockchain data from the Codex API for use with MCP-compatible clients like Claude Desktop.

kukapay/etf-flow-mcp

An MCP server that delivers historical and real-time crypto ETF flow data for BTC and ETH to support AI agents' decision-making through structured markdown table outputs and LLM prompt guidance.

kukapay/token-revoke-mcp

Token Revoke MCP is an MCP server that enables checking and revoking ERC-20 token allowances across multiple EVM-compatible blockchains to enhance security and control.

jovezhong/mcp-timeplus

mcp-timeplus is an MCP server that enables seamless SQL querying, database management, and Kafka stream integration for Timeplus within the MCP framework.

OthmaneBlial/term_mcp_deepseek

A prototype MCP-like server using the DeepSeek API that enables AI-driven terminal command execution through a web-based chat interface.

GreptimeTeam/greptimedb-mcp-server

greptimedb-mcp-server is a Model Context Protocol (MCP) server implementation that provides AI assistants with a secure and structured interface to interact with GreptimeDB databases, enabling controlled SQL execution and data exploration.

JoshuaRileyDev/simulator-mcp-server

An MCP server providing standardized programmatic control over iOS simulators, enabling listing, booting, app installation, and launching.

comet-ml/opik-mcp

An open-source Model Context Protocol (MCP) implementation for the Opik platform enabling seamless IDE integration and unified access to prompts, projects, traces, and metrics.

takumi0706/google-calendar-mcp

Google Calendar MCP Server is an MCP server implementation enabling natural language interaction with Google Calendar through Claude Desktop, supporting comprehensive event management and secure OAuth2 authentication.

f4ww4z/mcp-mysql-server

An MCP server enabling AI models to perform secure and efficient MySQL database operations through a standardized protocol interface.

snexus/llm-search

snexus/llm-search is an advanced Retrieval-Augmented Generation system that enables efficient querying and interaction with local document collections using customizable Large Language Models and supports integration via an MCP server.

laulauland/bluesky-context-server

Bluesky Context Server is a simple MCP server enabling MCP clients to query Bluesky instances for context data integration.

QuantGeekDev/docker-mcp

docker-mcp is a Model Context Protocol server that enables Docker container and Compose stack management through Claude AI, providing tools for container creation, deployment, log retrieval, and monitoring.

ferdousbhai/investor-agent

Investor-agent is a Model Context Protocol server that delivers comprehensive financial analysis and market data to large language models, enabling advanced investment insights and trading capabilities.

devilcoder01/weather-mcp-server

Weather MCP Server is an MCP server providing diverse weather-related data and tools for AI assistants using the Model Context Protocol.

MladenSU/cli-mcp-server

CLI MCP Server is a secure Model Context Protocol server enabling controlled and safe command-line execution with comprehensive security features and configurable policies.

gitmotion/ntfy-me-mcp

ntfy-me-mcp is an MCP server that enables AI assistants to send and fetch real-time, secure, and rich notifications through the ntfy service, supporting both public and self-hosted instances.

hannesrudolph/imessage-query-fastmcp-mcp-server

An MCP server enabling safe and validated access to the macOS iMessage database for querying and analyzing conversations using the FastMCP framework and imessagedb library.

KashiwaByte/vikingdb-mcp-server

An MCP server implementation for VikingDB enabling vector data storage and search through the Model Context Protocol.

eyalzh/browser-control-mcp

Browser Control MCP is an MCP server and browser extension that enables AI agents to securely manage and interact with the user's local web browser for tasks like tab management, history search, and web research.

waystation-ai/mcp

WayStation MCP Server is a no-code, secure integration hub that connects any MCP host with popular productivity tools like Claude Desktop and ChatGPT, enhancing workflow through seamless connectivity.

alfonsograziano/node-code-sandbox-mcp

A Node.js-based Model Context Protocol server that runs arbitrary JavaScript code in ephemeral Docker containers with dynamic npm dependency installation and multiple execution modes.

OpenLinkSoftware/mcp-jdbc-server

A Java-based Model Context Protocol (MCP) server for JDBC that enables standardized database interaction, schema and table management, and advanced querying capabilities compatible with Virtuoso and other JDBC-supported DBMS.

currents-dev/currents-mcp

Currents MCP Server is an MCP server that connects AI agents to Currents to provide contextual test results for fixing and optimizing failing tests in Continuous Integration environments.

yikakia/godoc-mcp-server

godoc-mcp-server is an MCP server that provides structured access to Go package documentation and metadata from pkg.go.dev, facilitating efficient queries for Golang programmers and tools.

r-huijts/rijksmuseum-mcp

Rijksmuseum MCP Server is an MCP implementation that enables AI-driven natural language exploration and analysis of the Rijksmuseum's art collection.

CodeLogicIncEngineering/codelogic-mcp-server

codelogic-mcp-server is an MCP server that integrates CodeLogic's software dependency data into AI programming assistants to analyze code and database impacts for safer development.

reading-plus-ai/mcp-server-data-exploration

MCP Server for Data Exploration is an interactive tool leveraging the Model Context Protocol to transform complex datasets into actionable insights through CSV loading and Python script execution.

janwilmake/openapi-mcp-server

OpenAPI MCP Server is an MCP server that enables AI models to explore and understand OpenAPI specifications using simple language for easier API integration and usage.

Klavis-AI/klavis

Klavis AI is an open-source platform offering production-ready Model Context Protocol (MCP) servers and clients for seamless integration and scaling of AI applications across Slack, Discord, and web platforms.

InhiblabCore/mcp-image-compression

mcp-image-compression is a high-performance MCP-based microservice that provides fast, smart, and customizable image compression supporting multiple formats and offline usage.

IlyaGulya/gradle-mcp-server

Gradle MCP Server is an MCP server enabling AI tools to programmatically inspect, execute tasks, and run tests on Gradle projects using the Gradle Tooling API.

kukapay/bridge-rates-mcp

An MCP server delivering real-time cross-chain bridge rates and optimal transfer routes to support decision-making by onchain AI agents.

mamertofabian/mcp-everything-search

An MCP server that provides fast and versatile file searching capabilities across Windows, macOS, and Linux using platform-specific search tools integrated into the MCP ecosystem.

getAlby/nwc-mcp-server

A server that connects Bitcoin Lightning wallets to Large Language Models using Nostr Wallet Connect and the Model Context Protocol.

hannesrudolph/mcp-ragdocs

An MCP server implementation that enables AI assistants to enhance their responses by retrieving and processing documentation through vector search and semantic context augmentation.

casibase/casibase

Casibase is an open-source enterprise-level AI knowledge base and management platform supporting the Model Context Protocol (MCP) and multiple AI models with features like admin UI, user management, and Single Sign-On.

ac3xx/mcp-servers-kagi

A TypeScript-based Model Context Protocol server integrating Kagi's Search API to provide web search tools and planned enhancements for summarization and enriched news retrieval.

AbdelStark/nostr-mcp

nostr-mcp is an MCP server that enables AI models to interact with the censorship-resistant Nostr network by posting notes, sending Lightning zaps, and supporting real-time communication via Server-Sent Events.

ragieai/ragie-mcp-server

Ragie Model Context Protocol Server enables AI models to retrieve relevant information from the Ragie knowledge base using the Model Context Protocol.

jparkerweb/mcp-sqlite

MCP SQLite Server is a Model Context Protocol server that offers comprehensive SQLite database interaction capabilities including CRUD operations, database exploration, and custom SQL query execution.

pskill9/website-downloader

An MCP server tool that uses wget to download entire websites recursively, preserving structure and enabling offline browsing.

kukapay/crypto-whitepapers-mcp

Crypto Whitepapers MCP Server is an MCP server that provides a structured knowledge base of cryptocurrency whitepapers for AI agents to access, analyze, and learn from.

tumf/grafana-loki-mcp

Grafana-Loki MCP Server is a FastMCP server enabling querying and formatting of Loki logs through the Grafana API within the Model Context Protocol framework.

puravparab/Gitingest-MCP

Gitingest-MCP is an MCP server that enables MCP clients to efficiently extract and interact with information from GitHub repositories, including summaries, directory structures, and file contents.

tgeselle/bugsnag-mcp

A Model Context Protocol (MCP) server that enables LLM tools like Cursor and Claude to interact with Bugsnag for error monitoring, analysis, and issue resolution.

kukapay/funding-rates-mcp

An MCP server providing real-time funding rate data across major crypto exchanges with tools for arbitrage detection and integration with Claude Desktop for interactive queries.

blazickjp/arxiv-mcp-server

ArXiv MCP Server is an MCP server enabling AI assistants to search, access, and analyze arXiv academic papers through a programmatic interface.

open-strategy-partners/osp_marketing_tools

osp_marketing_tools is an MCP server that equips LLMs with advanced marketing and writing tools based on Open Strategy Partners' methodologies for technical marketing content creation, optimization, and product positioning.

janswist/mcp-dexscreener

MCP server enabling AI agents to access real-time on-chain price data via the Dexscreener API for decentralized finance applications.

angheljf/nyt

A TypeScript-based MCP server that enables searching New York Times articles from the last 30 days using keywords, demonstrating core MCP concepts and integration with the New York Times API.

langfuse/mcp-server-langfuse

Langfuse MCP Server is an implementation of the Model Context Protocol that enables access and management of Langfuse prompts through standardized prompt discovery and retrieval functionalities.

mem0ai/mem0-mcp

mem0-mcp is an MCP server integrated with mem0 that manages coding preferences by providing tools to store, retrieve, and semantically search coding patterns and solutions through an SSE endpoint accessible by clients like Cursor.

joshuayoes/ios-simulator-mcp

ios-simulator-mcp is an MCP server enabling AI-driven interaction and control of iOS simulators for UI testing and inspection through the Model Context Protocol.

laukikk/alpaca-mcp

An MCP server providing a comprehensive interface to the Alpaca trading API for managing stock and crypto portfolios, placing trades, and accessing market data.

kaliaboi/mcp-zotero

MCP Zotero is an MCP server that integrates Zotero with Claude Desktop, enabling AI-assisted access and management of Zotero libraries through the Model Context Protocol.

jjsantos01/qgis_mcp

QGISMCP integrates the Model Context Protocol with QGIS Desktop to enable AI-driven control and automation of GIS projects through Claude AI.

ChanMeng666/server-google-news

Google News MCP Server is an MCP server implementation that provides flexible and categorized Google News search capabilities with multi-language and multi-region support via SerpAPI integration.

21st-dev/magic-mcp

21st-dev/magic-mcp is an AI-driven Magic Component Platform server that enables developers to create modern UI components instantly through natural language commands within popular IDEs like Cursor, Windsurf, and VSCode using the Model Context Protocol.

aipotheosis-labs/aci

ACI.dev is an open-source platform that connects AI agents to over 600 tool integrations with multi-tenant authentication, granular permissions, and access via direct function calls or a unified Model-Context-Protocol (MCP) server.

glenngillen/mcpmcp-server

mcpmcp-server enables discovery, setup, and integration of Model Context Protocol servers with clients to enhance AI workflows.

diivi/aseprite-mcp

diivi/aseprite-mcp is a Python-based MCP server that enables programmatic interaction with the Aseprite API for automating and scripting pixel art and sprite animations.

danhilse/notion_mcp

A simple MCP server integration that allows managing a personal Notion todo list through Claude with basic task management features.

mikechao/metmuseum-mcp

Met Museum MCP Server is an MCP server enabling AI models to access and interact with The Metropolitan Museum of Art's collection through natural language queries.

translated/lara-mcp

Lara Translate MCP Server is an implementation of the Model Context Protocol that enables AI applications to access advanced, context-aware translation services from Lara Translate through a standardized interface.

silenceper/mcp-k8s

mcp-k8s is a Kubernetes MCP server that enables comprehensive management of Kubernetes resources and Helm releases through MCP tools, supporting both stdio and SSE communication modes.

ckanthony/openapi-mcp

OpenAPI-MCP is a dockerized MCP server that automatically generates MCP tool definitions from OpenAPI/Swagger specifications, enabling AI agents to access any API with existing API documentation securely and without additional coding.

OctagonAI/octagon-mcp-server

Octagon MCP Server is an AI-powered Model Context Protocol server that enables detailed financial market data analysis and research through integration with the Octagon Market Intelligence API, supporting both public and private market intelligence within popular MCP clients.

integromat/make-mcp-server

Make MCP Server is a Model Context Protocol server that enables AI assistants to trigger and interact with Make automation scenarios, turning them into callable tools for enhanced AI and automation integration.

rishijatia/fantasy-pl-mcp

Fantasy Premier League MCP Server is an MCP server that provides comprehensive access to Fantasy Premier League data and tools for interaction through MCP-compatible clients like Claude Desktop.

ChristianHinge/dicom-mcp

dicom-mcp is an MCP server enabling AI assistants to query, read, and move medical imaging data on DICOM servers, facilitating advanced interaction with medical imaging systems.

cr7258/elasticsearch-mcp-server

An MCP server implementation enabling interaction with Elasticsearch and OpenSearch clusters for document search, index analysis, and cluster management through natural language commands and APIs.

QuantGeekDev/mongo-mcp

mongo-mcp is a Model Context Protocol server that enables large language models to interact with MongoDB databases through natural language commands, supporting querying, schema inspection, and data management.

JordiNeil/mcp-databricks-server

An MCP server that connects to the Databricks API, enabling LLMs to run SQL queries, list jobs, and retrieve job status and details through natural language commands.

keboola/mcp-server

Keboola MCP Server is a Model Context Protocol server that enables interaction with Keboola Connection for data access and management, supporting Snowflake and BigQuery backends and integration with AI clients like Claude Desktop and Cursor AI.

hijaz/postmancer

Postmancer is an MCP server REST client designed to enable AI assistants to interact with RESTful APIs through natural language, serving as a replacement for tools like Postman and Insomnia.

Ryan0204/github-repo-mcp

GitHub Repo MCP is an open-source MCP server that enables AI assistants to browse, navigate, and view contents of public GitHub repositories efficiently.

kukapay/dune-analytics-mcp

A Model Context Protocol server that bridges Dune Analytics data to AI agents, enabling execution and retrieval of blockchain query results in CSV format.

entanglr/zettelkasten-mcp

Zettelkasten MCP Server is an MCP server implementing the Zettelkasten knowledge management methodology, enabling creation, linking, exploration, and synthesis of atomic notes through Claude and other MCP-compatible clients.

arpitbatra123/mcp-googletasks

This project is an MCP server that bridges Claude and Google Tasks, enabling task and task list management through Claude using OAuth authentication and Google Tasks API integration.

antvis/mcp-server-chart

mcp-server-chart is a TypeScript-based Model Context Protocol server by AntV that generates over 15 types of visual charts using the AntV library, returning image URLs for each chart.

hungthai1401/bruno-mcp

Bruno MCP Server is an MCP server that enables running Bruno collections for automated API testing with detailed results and integration with Claude AI.

jwaxman19/qlik-mcp

An MCP server that interfaces with the Qlik Cloud API to enable querying Qlik applications, sheets, charts, and extracting data from visualizations with authentication and rate limiting support.

base/base-mcp

Base MCP Server is a Model Context Protocol server that provides onchain tools for AI applications to interact with the Base network and Coinbase API, enabling advanced blockchain operations and financial transactions.

hannesrudolph/sqlite-explorer-fastmcp-mcp-server

An MCP server providing safe, read-only access to SQLite databases through the FastMCP framework, enabling LLMs to explore and query databases with built-in safety features and query validation.

alimo7amed93/webhook-tester-mcp

A FastMCP server for managing and testing webhooks via the webhook-test.com API, providing modular tools for webhook observability, automation, and analytics within the MCP framework.

unibaseio/membase-mcp

Membase-mcp is an MCP server enabling decentralized, secure memory management and interaction for AI agents using the Membase protocol.

cloudflare/mcp-server-cloudflare

Cloudflare MCP Server offers a suite of MCP servers that connect large language model clients to Cloudflare's services, enabling natural language management and automation across various cloud functionalities.

confluentinc/mcp-confluent

mcp-confluent is an MCP server implementation that enables AI assistants to manage Confluent Cloud Kafka and Flink resources through natural language interactions with REST APIs.

polygon-io/mcp_polygon

An MCP server that provides access to Polygon.io financial market data API through an LLM-friendly interface, exposing all Polygon.io API endpoints as MCP tools for comprehensive market data retrieval.

exa-labs/exa-mcp-server

Exa MCP Server is a Model Context Protocol server that enables AI assistants like Claude to perform real-time web searches using the Exa AI Search API with multiple specialized search tools.

iaptic/mcp-server-iaptic

MCP server enabling AI models like Claude to interact with Iaptic API for managing and querying customer, purchase, transaction, and statistical data.

OpenLinkSoftware/mcp-odbc-server

A TypeScript-based MCP server providing Large Language Models transparent access to ODBC-accessible databases via various query and schema tools.

pinecone-io/assistant-mcp

Pinecone Assistant MCP Server is an MCP server implementation that retrieves information from Pinecone Assistant, supporting multiple results retrieval and integration with MCP-compatible tools like Claude Desktop.

anjor/coinmarket-mcp-server

Coinmarket MCP Server is an MCP server implementation that provides cryptocurrency market data via Coinmarket API endpoints and custom MCP tools for currency listings and token quotes.

pab1it0/prometheus-mcp-server

Prometheus MCP Server is an MCP server that enables AI assistants to query and analyze Prometheus metrics through standardized interfaces, supporting authentication, metric discovery, and Docker deployment.

apify/mcp-server-rag-web-browser

An MCP server implementation for the RAG Web Browser Actor that enables AI agents to perform web searches and extract web content efficiently using the Model Context Protocol.

kadykov/mcp-openapi-schema-explorer

MCP OpenAPI Schema Explorer is an MCP server that enables token-efficient, resource-based exploration of OpenAPI and Swagger API specifications for MCP clients without loading entire specs into language model contexts.

djalal/quran-mcp-server

An MCP server providing structured access to Quran.com API for verse search, translation, tafsir, and related Quranic data, enabling integration with LLMs and compatible clients.

juehang/vscode-mcp-server

A Visual Studio Code extension that implements a Model Context Protocol server to expose VS Code editing and filesystem features to AI models and MCP clients for enhanced AI-assisted coding workflows.

onebirdrocks/ebook-mcp

Ebook-MCP is an MCP server that enhances eBook interaction by enabling natural language conversations and AI-powered processing of EPUB and PDF formats.

QAInsights/locust-mcp-server

locust-mcp-server is an MCP server implementation that integrates Locust load testing with AI-powered development environments, offering configurable and real-time test execution.

tradercjz/dolphindb-mcp-server

dolphindb-mcp-server is a project for deploying and integrating DolphinDB servers using the Model Context Protocol (MCP), facilitating easy configuration and testing with Claude Desktop.

line/line-bot-mcp-server

An MCP server implementation that integrates the LINE Messaging API to connect AI Agents with LINE Official Accounts for automated and customizable messaging.

supabase-community/supabase-mcp

Supabase MCP Server connects Supabase projects to AI assistants using the Model Context Protocol, enabling LLMs to manage and query Supabase resources.

mrexodia/user-feedback-mcp

A simple MCP server enabling human-in-the-loop workflows by integrating user feedback into tools like Cline and Cursor for enhanced testing and development.

OctoMind-dev/octomind-mcp

Octomind MCP server is an MCP server that enables automated creation, execution, and management of end-to-end tests using Octomind tools and resources within local development environments.

arrismo/kaggle-mcp

arrismo/kaggle-mcp is an MCP server that integrates with the Kaggle API to provide tools for searching, downloading datasets, and generating EDA notebooks, enabling AI-driven data exploration and analysis.

JordanDalton/DoorDash-MCP-Server

DoorDash-MCP-Server is a TypeScript-based MCP server implementation that compiles and outputs configuration JSON for integration with various MCP clients.

isaacphi/mcp-language-server

The mcp-language-server is an MCP server that runs and exposes language servers to MCP clients, enabling advanced semantic code navigation and interaction for large language models and other MCP-enabled tools.

Aiven-Open/mcp-aiven

Aiven MCP Server is a Model Context Protocol server that enables AI-driven integration and management of Aiven cloud services like PostgreSQL, Kafka, and OpenSearch through secure, self-managed deployments.

j4c0bs/mcp-server-sql-analyzer

An MCP server providing SQL analysis, linting, and dialect conversion capabilities to enhance SQL query handling and integration with AI assistant Claude.

vivekVells/mcp-pandoc

mcp-pandoc is an MCP server that enables seamless document format conversion using pandoc, supporting multiple formats including markdown, HTML, PDF, DOCX, and more, within the Model Context Protocol ecosystem.

anaisbetts/mcp-youtube

anaisbetts/mcp-youtube is a Model-Context Protocol server that uses yt-dlp to download YouTube subtitles and connects them to claude.ai for video summarization via MCP.

emicklei/melrose

Melrōse is an interactive tool for programming and performing music melodies using a custom language and MIDI, featuring integration with the Model Context Protocol (MCP) for AI-driven music expression playback.

vectorize-io/vectorize-mcp-server

Vectorize MCP Server is an official Model Context Protocol server that integrates with Vectorize to provide advanced vector-based document retrieval and text extraction capabilities.

chroma-core/chroma-mcp

Chroma MCP Server is an implementation of the Model Context Protocol providing database capabilities for Chroma, enabling efficient management and retrieval of contextual data collections for LLM applications.

Couchbase-Ecosystem/mcp-server-couchbase

Couchbase MCP Server is an MCP server implementation that enables large language models to interact with Couchbase clusters, supporting CRUD operations and SQL++ queries through natural language interfaces.

yashshingvi/databricks-genie-MCP

Databricks Genie MCP Server is an MCP server that connects LLMs to the Databricks Genie API, enabling natural language and SQL query interactions with Databricks conversational agents.

ambar/simctl-mcp

simctl-mcp is a Model Context Protocol server implementation that provides comprehensive control and management of iOS Simulator devices and apps through MCP.

ipfind/ipfind-mcp-server

IP Find MCP Server is an MCP server that enables AI assistants to access IP Find's IP address geolocation services through the Model Context Protocol.

MarkusPfundstein/mcp-obsidian

MCP server enabling interaction with Obsidian via the Obsidian Local REST API community plugin, providing tools for file management, content retrieval, search, and content modification within Obsidian vaults.

8enSmith/mcp-open-library

mcp-open-library is an MCP server that enables AI assistants to search and retrieve detailed book and author information from the Internet Archive's Open Library API.

chigwell/telegram-mcp

Telegram MCP Server is a full-featured integration that enables programmatic interaction with Telegram accounts through the Model Context Protocol, providing extensive tools for messaging, chat and group management, contact handling, and more.

r-huijts/xcode-mcp-server

Xcode MCP Server is an MCP server implementation that enables AI assistants to interact with Xcode projects, manage iOS simulators, and perform various Xcode-related tasks through the Model Context Protocol.

magicuidesign/mcp

Official ModelContextProtocol (MCP) server for Magic UI providing categorized tools for accessing detailed UI components and effects implementations.

mnhlt/WebSearch-MCP

WebSearch-MCP is a self-hosted MCP server that enables AI assistants to perform real-time web searches by integrating with a WebSearch Crawler API over stdio transport.

cswkim/discogs-mcp-server

Discogs MCP Server is an MCP server implementation that enables programmatic access and management of music catalog data via the Discogs API, compatible with MCP clients like Claude Desktop.

Dumpling-AI/mcp-server-dumplingai

Dumpling AI MCP Server is a comprehensive Model Context Protocol server that integrates with Dumpling AI to provide extensive data scraping, content processing, AI capabilities, and developer tools for secure code execution.

narumiruna/yfinance-mcp

Yahoo Finance MCP Server is an MCP server that provides tools to fetch stock data, news, and financial information from Yahoo Finance using yfinance.

bart6114/my-bear-mcp-server

Bear MCP Server is a Model Context Protocol server that provides AI assistants like Claude with secure, read-only access to notes from the Bear note-taking app via direct SQLite database connection.

wowinter13/solscan-mcp

solscan-mcp is an MCP server that enables natural language querying of Solana blockchain data via the Solscan Pro API, facilitating advanced blockchain analysis and research.

TensorBlock/awesome-mcp-servers

A comprehensive curated collection of Model Context Protocol (MCP) servers categorized by functionality, enabling standardized and secure integration of language models with external tools and data sources.

pierrebrunelle/mcp-server-openai

mcp-server-openai is an MCP server that enables querying OpenAI models directly from Claude using the Model Context Protocol.

Bankless/onchain-mcp

Bankless Onchain MCP Server is an MCP implementation that enables AI models to interact with blockchain data via the Bankless API, supporting contract, event, and transaction operations across multiple networks.

varunneal/spotify-mcp

spotify-mcp is an MCP server that connects large language models like Claude with Spotify, enabling playback control, music search, and playlist management through the Model Context Protocol.

kukapay/opcua-mcp

An MCP server that connects to OPC UA-enabled industrial systems, enabling AI agents to monitor and control operational data in real time.

intentos-labs/beeper-mcp

A backend service for executing beeper transactions on Binance Smart Chain with comprehensive MCP tools for wallet, balance, transfer, trading, and reward operations.

briandconnelly/mcp-server-ipinfo

mcp-server-ipinfo is an MCP server that uses the ipinfo.io API to provide detailed IP geolocation information for use within the Model Context Protocol framework.

ktr0731/go-mcp

go-mcp is a type-safe, intuitive Go SDK designed to simplify and enhance the development of Model Context Protocol (MCP) servers with robust features and developer-friendly APIs.

weaviate/mcp-server-weaviate

MCP server for Weaviate enabling Model Context Protocol functionalities within the Weaviate vector search environment.

davidlin2k/pox-mcp-server

POX MCP Server is a Model Context Protocol server that enables network control, management, and analysis through the POX SDN controller, supporting Python-based programming and OpenFlow device management.

sirmews/apple-notes-mcp

An MCP server that reads and provides local Apple Notes data to Claude Desktop, enabling AI-assisted note searching and reading.

bright8192/esxi-mcp-server

ESXi MCP Server is a VMware ESXi/vCenter management server based on the Model Control Protocol (MCP) that provides simple REST API interfaces for comprehensive virtual machine lifecycle management and real-time performance monitoring.

exoticknight/mcp-file-merger

MCP File Merger is a secure and efficient MCP server utility designed to merge multiple files into one with detailed reporting and easy integration.

kukapay/uniswap-poolspy-mcp

Uniswap PoolSpy MCP Server is an MCP server that tracks newly created liquidity pools on Uniswap across nine blockchain networks, providing real-time data for DeFi analysts, traders, and developers.

maxim-saplin/mcp_safe_local_python_executor

An MCP server wrapping Hugging Face's LocalPythonExecutor to provide a secure and isolated environment for executing Python code generated by LLMs locally without Docker or VMs.

Softeria/ms-365-mcp-server

ms-365-mcp-server is a Model Context Protocol server enabling programmatic interaction with Microsoft 365 services via the Microsoft Graph API, supporting authentication and various Microsoft 365 features.

lamemind/mcp-server-multiverse

A middleware server enabling multiple isolated instances of the same MCP servers to coexist independently with unique namespaces and configurations.

apinetwork/piapi-mcp-server

A TypeScript-based MCP server integrating PiAPI's media generation tools with MCP-compatible applications like Claude for seamless media content creation.

Xuanwo/mcp-server-opendal

mcp-server-opendal is a Model Context Protocol server that provides unified access to multiple cloud storage services via Apache OpenDAL.

memgraph/mcp-memgraph

Memgraph MCP Server is a lightweight implementation of the Model Context Protocol that connects Memgraph graph database with large language models to enable natural language querying and AI-driven interactions.

sawa-zen/vrchat-mcp

vrchat-mcp is a Model Context Protocol server that enables standardized interaction with the VRChat API, providing tools for user, avatar, world, group, favorite, invite, and notification management.

crystaldba/postgres-mcp

Postgres MCP Pro is an open-source Model Context Protocol server for PostgreSQL that offers configurable read/write access, performance analysis, and intelligent database management features to support AI agents and developers throughout the application lifecycle.

kukapay/defi-yields-mcp

DeFi Yields MCP is an MCP server that enables AI agents to explore and analyze DeFi yield opportunities using data from DefiLlama, providing detailed financial metrics and predictive insights.

grafana/mcp-grafana

mcp-grafana is a Model Context Protocol (MCP) server that provides comprehensive access to Grafana's dashboards, datasources, alerts, incidents, and on-call management features through MCP clients.

MindscapeHQ/mcp-server-raygun

An MCP server implementation for Raygun's API V3 that enables comprehensive crash reporting, real user monitoring, and application management through the Model Context Protocol.

rohitg00/kubectl-mcp-server

A Model Context Protocol (MCP) server for Kubernetes that enables AI assistants to interact with Kubernetes clusters through natural language commands.

zcaceres/gtasks-mcp

A Model Context Protocol server that integrates with Google Tasks to enable listing, searching, creating, updating, and deleting tasks through MCP clients like Claude.

mahdin75/geoserver-mcp

GeoServer MCP Server is an MCP server implementation that connects Large Language Models to the GeoServer REST API, enabling AI assistants to interact with geospatial data and services.

ChristophEnglisch/keycloak-model-context-protocol

Keycloak MCP Server is an MCP server implementation enabling AI-powered administration and automated management of Keycloak users and realms through the Model Context Protocol.

redis/mcp-redis

The Redis MCP Server is a natural language interface MCP Server that enables AI agents to efficiently manage and search data in Redis using natural language queries, integrating seamlessly with MCP clients.

kukapay/crypto-sentiment-mcp

Crypto Sentiment MCP Server is an MCP server that delivers real-time cryptocurrency sentiment analysis and social media metrics to AI agents using Santiment's aggregated data.

InditexTech/mcp-teams-server

An MCP server implementation enabling Microsoft Teams integration with capabilities to read, create, reply to messages, and mention members within Teams channels.

hexitex/MCP-Backup-Server

MCP Backup Server is a specialized Model Context Protocol server providing instant, context-aware file backup and restoration capabilities for AI agents and code editors.

jaipandya/producthunt-mcp-server

Product Hunt MCP Server is a plug-and-play server that connects Product Hunt's API to any LLM or agent supporting the Model Context Protocol, enabling AI-driven access to Product Hunt data.

ckreiling/mcp-server-docker

An MCP server enabling natural language management of Docker containers, allowing users to compose, debug, and manage containers and volumes through AI-driven conversational interactions.

YuChenSSR/mindmap-mcp-server

Mindmap MCP Server is an MCP server that converts Markdown content into interactive mindmaps, supporting multiple output formats and integration with MCP-compatible clients.

kukapay/blockbeats-mcp

BlockBeats MCP Server is an MCP server that delivers the latest blockchain news and in-depth articles from BlockBeats to AI agents, supporting multiple languages and providing tools for fast news retrieval and detailed article access.

VeriTeknik/pluggedin-mcp-proxy

The plugged.in MCP Proxy Server is a middleware that unifies multiple MCP servers into a single interface, enabling seamless integration and advanced management of MCP environments through the plugged.in ecosystem.

CircleCI-Public/mcp-server-circleci

A specialized MCP server implementation that integrates CircleCI with the Model Context Protocol to enable AI-powered natural language interactions for CI/CD workflows and debugging.

IvanAmador/vercel-ai-docs-mcp

An MCP server providing AI-powered search and natural language querying capabilities for the Vercel AI SDK documentation using the Google Gemini model.

yangkyeongmo/mcp-server-apache-airflow

mcp-server-apache-airflow is a Model Context Protocol server implementation that enables standardized interaction with Apache Airflow through its REST API, supporting comprehensive management of DAGs, tasks, variables, connections, and more.

Cheffromspace/MCPControl

MCPControl is a Windows-only MCP server enabling secure, programmatic control of system operations like mouse, keyboard, window management, and screen capture to facilitate AI-driven desktop automation.

ShenghaiWang/xcodebuild

xcodebuild MCP Server is a Model Context Protocol tool that builds and tests iOS Xcode projects, integrating with Visual Studio Code and providing error feedback to large language models for enhanced development workflows.

horw/esp-mcp

A proof-of-concept implementation of the Model Context Protocol (MCP) for automating project builds and issue fixing in ESP-IDF embedded development environments.

VmLia/books-mcp-server

books-mcp-server is an MCP server designed for querying books, intended to be used with MCP clients such as Cherry Studio, facilitating book-related queries through the MCP protocol.

mcp-ecosystem/mcp-gateway

MCP Gateway is a lightweight, configuration-driven gateway service that instantly converts existing APIs into MCP servers without any code changes, supporting Docker deployment and a management UI.

pab1it0/chess-mcp

Chess-mcp is an MCP server providing standardized access to Chess.com's public player data, game records, and club information for AI assistants to analyze and search chess information.

metorial/mcp-containers

MCP Containers offers containerized versions of hundreds of MCP servers, enabling easy, secure, and up-to-date deployment of Model Context Protocol servers for AI integration and experimentation.

sirmews/mcp-pinecone

mcp-pinecone is a Model Context Protocol server that enables reading and writing operations on a Pinecone vector database index, supporting semantic search and document management for MCP clients like Claude Desktop.

zenml-io/mcp-zenml

mcp-zenml is an MCP server that connects MCP clients like Cursor and Claude Desktop with ZenML's MLOps and LLMOps pipelines, enabling standardized access to live pipeline data and control through the Model Context Protocol.

doggybee/mcp-server-ccxt

A high-performance MCP server integrating over 20 cryptocurrency exchanges via CCXT, enabling LLMs to access real-time market data and execute trades through a unified API.

kukapay/thegraph-mcp

An MCP server that powers AI agents with indexed blockchain data from The Graph, enabling context-aware GraphQL querying and analysis of blockchain subgraphs.

RomThpt/mcp-xrpl

mcp-xrpl is a Model Context Protocol server that provides comprehensive blockchain services for AI agents interacting with the XRP Ledger ecosystem across MainNet, TestNet, and DevNet.

getrupt/ashra-mcp

Ashra MCP is a Model Context Protocol server implementation that enables Ashra to integrate with MCP-compliant clients and services for standardized model context management and communication.

thunderboltsid/mcp-nutanix

MCP Nutanix is an experimental MCP server that enables Large Language Models to interact with Nutanix Prism Central APIs, allowing resource listing and detailed access through the Model Context Protocol.

redis/mcp-redis-cloud

The Redis Cloud API MCP Server is an implementation of the Model Context Protocol that enables natural language management of Redis Cloud resources through MCP clients like Claude Desktop and Cursor IDE.

niledatabase/nile-mcp-server

Nile MCP Server is a Model Context Protocol server implementation that enables LLM applications to manage and query Nile databases through a standardized MCP interface.

dave-wind/mysql-mcp-server

A Model Context Protocol server providing secure, read-only access to MySQL databases for LLMs to inspect schemas and execute SELECT queries.

Jktfe/serveMyAPI

ServeMyAPI is a macOS-specific MCP server that securely stores and manages API keys using the macOS Keychain, providing a centralized and accessible interface for multiple projects and AI assistants.

alchemyplatform/alchemy-mcp-server

Alchemy MCP Server is an official MCP server that enables AI agents to interact with Alchemy's blockchain APIs to query blockchain data without coding.

jiayao/mcp-chess

MCP Chess Server is an MCP server that enables playing chess against AI models with tools for game play, board visualization, and position analysis.

yoelbassin/gr-mcp

GR-MCP is an extensible MCP server for GNURadio that enables automated, AI-driven creation and management of software-defined radio flowgraphs through a robust MCP API.

Tiberriver256/mcp-server-azure-devops

An MCP server implementation for Azure DevOps that enables AI assistants to interact with Azure DevOps APIs through a standardized protocol, supporting secure authentication and a variety of DevOps operations.

trilogy-group/aws-pricing-mcp

AWS EC2 Pricing MCP Server is an MCP server that provides real-time AWS EC2 instance pricing data, enabling queries based on CPU, RAM, networking, and discounts for efficient cloud cost optimization.

genomoncology/biomcp

BioMCP is an open-source toolkit implementing the Model Context Protocol to connect AI systems with authoritative biomedical data sources, enabling precise and in-depth answers about clinical trials, scientific literature, and genomic variants.

svnscha/mcp-windbg

mcp-windbg is a Model Context Protocol server that enables AI models to analyze Windows crash dumps using WinDBG through natural language interaction and command execution.

MCP Utilities & Tools

comet-ml/opik

Opik is an open-source platform for debugging, evaluating, and monitoring LLM applications and workflows with tracing, automated evaluations, and production-ready dashboards.

j3k0/speech.sh

Speech.sh is a command-line text-to-speech utility using OpenAI's API with multiple voice options, adjustable speed, caching, retry logic, and Model Context Protocol (MCP) compatibility for AI assistant integration.

rashidazarang/airtable-mcp

Airtable MCP is a project that integrates Airtable with AI-powered applications via Anthropic's Model Context Protocol, enabling natural language data access and management through Claude Desktop and other MCP-compatible tools.

portainer/portainer-mcp

Portainer MCP is an implementation of the Model Context Protocol that enables AI-driven management and interaction with Portainer container environments through standardized AI commands.

SimplyProgrammer/Minecraft-Deobfuscator3000

Deobfuscator3000 is a universal tool for decompiling and deobfuscating Minecraft mods using customizable MCP mappings, designed to help modders recover and understand mod source code.

microsoft/markitdown

MarkItDown is a Python tool that converts various file formats and office documents into Markdown, supporting integration with LLM applications via an MCP server for enhanced text analysis and document processing.

cjo4m06/mcp-shrimp-task-manager

Shrimp Task Manager is an MCP-based intelligent task management system that converts natural language into structured development tasks with dependency tracking and iterative refinement, enhancing AI Agents' programming workflows through chain-of-thought reasoning and task memory.

gyoridavid/short-video-maker

Short Video Maker is an open-source tool that automates the creation of short-form videos for social media platforms using the Model Context Protocol and a REST API.

IvanMurzak/Unity-MCP

Unity MCP is a plugin and server that bridges Large Language Models with Unity, enabling AI-driven interaction and automation within the Unity Editor through the Model Context Protocol.

stass/lldb-mcp

LLDB-MCP integrates the LLDB debugger with Claude's Model Context Protocol to enable AI-assisted debugging through natural language commands.

smithery-ai/mcp-obsidian

mcp-obsidian is a connector enabling MCP clients like Claude Desktop to read and search Obsidian vaults containing Markdown notes, enhancing AI-driven knowledge retrieval.

ezyang/codemcp

codemcp is an AI-powered coding assistant that integrates with Claude Desktop via the Model Context Protocol to enable direct codebase editing, testing, and version-controlled changes for efficient pair programming.

michaellatman/mcp-get

mcp-get is a command-line tool that simplifies discovering, installing, and managing Model Context Protocol (MCP) servers to connect Large Language Models with external data sources and tools.

tigranbs/mcgravity

McGravity is a proxy tool that unifies multiple MCP servers into a single endpoint, enabling scalable load balancing and simplified access for AI tools.

Byaidu/PDFMathTranslate

PDFMathTranslate is an AI-powered tool for bilingual translation of scientific PDF documents that preserves complex formatting such as formulas and charts, supporting multiple translation services and offering CLI, GUI, Docker, and Zotero integration.