AI Tools for Model Context Protocol
Discover cutting-edge AI tools built with Model Context Protocol. Enhance your AI applications with powerful MCP implementations.
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magg
Magg: A meta-MCP server that acts as a universal hub, allowing LLMs to autonomously discover, install, and orchestrate multiple MCP servers - essentially giving AI assistants the power to extend their own capabilities on-demand.
mcgravity
A proxy tool for composing multiple MCP servers into one unified endpoint. Scale your AI tools by load balancing requests across multiple MCP servers, similar to how Nginx works for web servers.
mcp
Seamlessly and securely connect Claude Desktop and other MCP hosts to your favorite apps (Notion, Slack, Monday, Airtable, etc.). Takes less than 90 secs.
MCPJungle
Self-hosted MCP Server registry for enterprise AI Agents
mcpmcp-server
A list of MCP servers so you can ask your client which servers you can use to improve your daily workflow.
openai-gpt-image-mcp
OpenAI GPT image generation/editing MCP server.
mcp
A 3D printer MCP server that allows for getting live printer state, webcam snapshots, and printer control.
mcp-open-library
A MCP server for the Open Library API that enables AI assistants to search for book information.
rijksmuseum-mcp
Rijksmuseum API integration for artwork search, details, and collections
bilibili-mcp-js
A MCP server that supports searching for Bilibili content. Provides LangChain integration examples and test scripts.
browser-control-mcp
An MCP server paired with a browser extension that enables LLM clients to control the user's browser (Firefox).
mcp
Automate your local Chrome browser
mcp-aoai-web-browsing
A `minimal` server/client MCP implementation using Azure OpenAI and Playwright.
mcp-browser-kit
An MCP Server for interacting with manifest v2 compatible browsers.
mcp-browser-kit
An MCP Server that enables AI assistants to interact with your local browsers.
mcp-server-youtube-transcript
Fetch YouTube subtitles and transcripts for AI analysis
playwright-mcp
Official Microsoft Playwright MCP server, enabling LLMs to interact with web pages through structured accessibility snapshots
playwright-plus-python-mcp
An MCP python server using Playwright for browser automation,more suitable for llm
4everland-hosting-mcp
An MCP server implementation for 4EVERLAND Hosting enabling instant deployment of AI-generated code to decentralized storage networks like Greenfield, IPFS, and Arweave.
adls-mcp-server
MCP Server for Azure Data Lake Storage. It can perform manage containers, read/write/upload/download operations on container files and manage file metadata.
alibaba-cloud-ops-mcp-server
A MCP server that enables AI assistants to operation resources on Alibaba Cloud, supporting ECS, Cloud Monitor, OOS and widely used cloud products.
aws-mcp-server
A lightweight but powerful server that enables AI assistants to execute AWS CLI commands, use Unix pipes, and apply prompt templates for common AWS tasks in a safe Docker environment with multi-architecture support
azure-resource-graph-mcp-server
A Model Context Protocol server for querying and analyzing Azure resources at scale using Azure Resource Graph, enabling AI assistants to explore and monitor Azure infrastructure.
k8s-mcp-server
A lightweight yet robust server that empowers AI assistants to securely execute Kubernetes CLI commands (`kubectl`, `helm`, `istioctl`, and `argocd`) using Unix pipes in a safe Docker environment with multi-architecture support.
k8s-mcp-server
A Kubernetes Model Context Protocol (MCP) server that provides tools for interacting with Kubernetes clusters through a standardized interface, including API resource discovery, resource management, pod logs, metrics, and events.
kubectl-mcp-server
A Model Context Protocol (MCP) server for Kubernetes that enables AI assistants like Claude, Cursor, and others to interact with Kubernetes clusters through natural language.
mcp
AWS MCP servers for seamless integration with AWS services and resources.
mcp
Open source podcast hosting platform
mcp-cyclops
An MCP server that allows AI agents to manage Kubernetes resources through Cyclops abstraction
mcp-k8s
MCP-K8S is an AI-driven Kubernetes resource management tool that allows users to operate any resources in Kubernetes clusters through natural language interaction, including native resources (like Deployment, Service) and custom resources (CRD). No need to memorize complex commands - just describe your needs, and AI will accurately execute the corresponding cluster operations, greatly enhancing the usability of Kubernetes.
mcp-server
MCP server for interacting with Pulumi using the Pulumi Automation API and Pulumi Cloud API. Enables MCP clients to perform Pulumi operations like retrieving package information, previewing changes, deploying updates, and retrieving stack outputs programmatically.
mcp-server-aws-sso
AWS Single Sign-On (SSO) integration enabling AI systems to securely interact with AWS resources by initiating SSO login, listing accounts/roles, and executing AWS CLI commands using temporary credentials.
mkp
MKP is a Model Context Protocol (MCP) server for Kubernetes that allows LLM-powered applications to interact with Kubernetes clusters. It provides tools for listing and applying Kubernetes resources through the MCP protocol.
mkp
Model Kontext Protocol Server for Kubernetes that allows LLM-powered applications to interact with Kubernetes clusters through native Go implementation with direct API integration and comprehensive resource management
netskope-mcp
An MCP to give access to all Netskope Private Access components within a Netskope Private Access environments including detailed setup information and LLM examples on usage.
ocireg-mcp
An SSE-based MCP server that allows LLM-powered applications to interact with OCI registries. It provides tools for retrieving information about container images, listing tags, and more.
portainer-mcp
A powerful MCP server that enables AI assistants to seamlessly interact with Portainer instances, providing natural language access to container management, deployment operations, and infrastructure monitoring capabilities.
tfmcp
- A Terraform MCP server allowing AI assistants to manage and operate Terraform environments, enabling reading configurations, analyzing plans, applying configurations, and managing Terraform state.
mcp-js
A Javascript code execution sandbox that uses v8 to isolate code to run AI generated javascript locally without fear. Supports heap snapshotting for persistent sessions.
mcp-server-js
Execute any LLM-generated code in a secure and scalable sandbox environment and create your own MCP tools using JavaScript or Python, with full support for NPM and PyPI packages
openapi-mcp
OpenAPI-MCP: Dockerized MCP Server to allow your AI agent to access any API with existing api docs.
outsource-mcp
Give your AI assistant its own AI assistants. For example: "Could you ask openai to generate an image of a dog?"
Agent-MCP
A framework for creating multi-agent systems using MCP for coordinated AI collaboration, featuring task management, shared context, and RAG capabilities.
mcp-server-leetcode
An MCP server that enables AI models to search, retrieve, and solve LeetCode problems. Supports metadata filtering, user profiles, submissions, and contest data access.
RepoMapper
An MCP server (and command-line tool) to provide a dynamic map of chat-related files from the repository with their function prototypes and related files in order of relevance. Based on the "Repo Map" functionality in Aider.chat
vscode-mcp-server
A MCP Server that allows AI such as Claude to read from the directory structure in a VS Code workspace, see problems picked up by linter(s) and the language server, read code files, and make edits.
winx-code-agent
A high-performance Rust reimplementation of WCGW for code agents, providing shell execution and advanced file management capabilities for LLMs via MCP.
intlayer
A MCP Server that enhance your IDE with AI-powered assistance for Intlayer i18n / CMS tool: smart CLI access, access to the docs.
mcp-shell
🪟 Give hands to AI. MCP server to run shell commands securely, auditably, and on demand on isolated environments like docker.
calcom-mcp
MCP server for Calcom. Manage event types, create bookings, and access Cal.com scheduling data through LLMs.
chatterboxio-mcp-server
MCP server implementation for ChatterBox.io, enabling AI agents to send bots to online meetings (Zoom, Google Meet) and obtain transcripts and recordings.
google_workspace_mcp
Comprehensive Google Workspace MCP server with full support for Google Calendar, Drive, Gmail, and Docs, Forms, Chats, Slides and Sheets over stdio, Streamable HTTP and SSE transports.
imessage-query-fastmcp-mcp-server
An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP), enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling
inbox-zero
An MCP server for Inbox Zero. Adds functionality on top of Gmail like finding out which emails you need to reply to or need to follow up on.
mac_messages_mcp
An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages.
mcp
An MCP server to create inboxes on the fly to send, receive, and take actions on email. We aren't AI agents for email, but email for AI Agents.
mcp-gsuite
Integration with gmail and Google Calendar.
ms-365-mcp-server
MCP server that connects to Microsoft Office and the whole Microsoft 365 suite using Graph API (including Outlook, mail, files, Excel, calendar)
ntfy-me-mcp
An ntfy MCP server for sending/fetching ntfy notifications to your self-hosted ntfy server from AI Agents (supports secure token auth & more - use with npx or docker!)
telephony-mcp-server
MCP Telephony server for automating voice calls with Speech-to-Text and Speech Recognition to summarize call conversations. Send and receive SMS, detect voicemail, and integrate with Vonage APIs for advanced telephony workflows.
mcp-mermaid
Generate [mermaid](https://mermaid.js.org/) diagram and chart with AI MCP dynamically.
OpenDataMCP
Connect any Open Data to any LLM with Model Context Protocol.
airtable-mcp
Connect AI tools directly to Airtable. Query, create, update, and delete records using natural language. Features include base management, table operations, schema manipulation, record filtering, and data migration through a standardized MCP interface.
airtable-mcp-server
Airtable database integration with schema inspection, read and write capabilities
convex-backend
Convex database integration to introspect tables, functions, and run oneoff queries ([Source](https://github.com/get-convex/convex-backend/blob/main/npm-packages/convex/src/cli/mcp.ts))
genai-toolbox
Open source MCP server specializing in easy, fast, and secure tools for Databases.
influxdb-mcp-server
Run queries against InfluxDB OSS API v2.
mcp
Gives LLMs the ability to manage Prisma Postgres databases (e.g. spin up new databases and run migrations or queries).
mcp-aiven
- Navigate your [Aiven projects](https://go.aiven.io/mcp-server) and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services
mcp-hydrolix
Hydrolix time-series datalake integration providing schema exploration and query capabilities to LLM-based workflows.
mcp-memgraph
Memgraph MCP Server - includes a tool to run a query against Memgraph and a schema resource.
mongo-mcp
MongoDB integration that enables LLMs to interact directly with databases.
nile-mcp-server
Manage and query Postgres databases, tenants, users, auth using LLMs
skysql-mcp
Serverless MariaDB Cloud DB MCP server. Tools to launch, delete, execute SQL and work with DB level AI agents for accurate text-2-sql and conversations.
sqlite-explorer-fastmcp-mcp-server
An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to explore and query SQLite databases with built-in safety features and query validation.
supabase-mcp
Official Supabase MCP server to connect AI assistants directly with your Supabase project and allows them to perform tasks like managing tables, fetching config, and querying data.
wren-engine
The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents
xiyan_mcp_server
to-SQL LLM.
databricks-genie-MCP
A server that connects to the Databricks Genie API, allowing LLMs to ask natural language questions, run SQL queries, and interact with Databricks conversational agents.
mcp-databricks-server
Connect to Databricks API, allowing LLMs to run SQL queries, list jobs, and get job status.
ai-distiller-mcp
Extracts essential code structure from large codebases into AI-digestible format, helping AI agents write code that correctly uses existing APIs on the first attempt.
aibolit-mcp-server
Helping Your AI Agent Identify Hotspots for Refactoring; Help AI Understand How to 'Make Code Better'
bldbl-mcp
Official MCP server for Buildable AI-powered development platform [bldbl.dev](https://bldbl.dev). Enables AI assistants to manage tasks, track progress, get project context, and collaborate with humans on software projects.
docker-mcp
Docker container management and operations through MCP
droidmind
Control Android devices with AI through MCP, enabling device control, debugging, system analysis, and UI automation with a comprehensive security framework.
edgeone-pages-mcp
An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL.
editorconfig_mcp
Formats files using `.editorconfig` rules, acting as a proactive formatting gatekeeper to ensure AI-generated code adheres to project-specific formatting standards from the start.
FileScopeMCP
Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores, helping AI assistants understand the codebase.
firefly-mcp
Integrates, discovers, manages, and codifies cloud resources with [Firefly](https://firefly.ai).
github-repo-mcp
GitHub Repo MCP allow your AI assistants browse GitHub repositories, explore directories, and view file contents.
globalping-mcp-server
The Globalping MCP server provides users and LLMs access to run network tools like ping, traceroute, mtr, HTTP and DNS resolve from thousands of locations around the world.
HarmonyOS-mcp-server
Control HarmonyOS-next devices with AI through MCP. Support device control and UI automation.
lldb-mcp
A MCP server for LLDB enabling AI binary and core file analysis, debugging, disassembling.
mcp
One MCP for all your integrations — powered by [Pica](https://www.picaos.com), the infrastructure for intelligent, collaborative agents.
mcp
An MCP server for interacting with PostHog analytics, feature flags, error tracking and more.
MCP_AI_SOC_Sher
MCP Server to do dynamic AI SOC Security Threat analysis for a Text2SQL AI Agent.
mcp-claude-code
An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with comprehensive tool support.
mcp-link
Seamlessly Integrate Any API with AI Agents (with OpenAPI Schema)
mcp-nixos
MCP server providing accurate information about NixOS packages, system options, Home Manager configurations, and nix-darwin macOS settings to prevent AI hallucinations.
mcp-openapi
MCP server that lets LLMs know everything about your OpenAPI specifications to discover, explain and generate code/mock data
mcp-package-version
An MCP Server to help LLMs suggest the latest stable package versions when writing code.
mcp-server-apache-airflow
MCP server that connects to [Apache Airflow](https://airflow.apache.org/) using official client.
mcp-server-atlassian-bitbucket
Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repositories, pull requests, workspaces, and code in real time.
mcp-server-atlassian-confluence
Atlassian Confluence Cloud integration. Enables AI systems to interact with Confluence spaces, pages, and content with automatic ADF to Markdown conversion.
mcp-server-atlassian-jira
Atlassian Jira Cloud integration. Enables AI systems to interact with Jira projects, issues, comments, and related development information in real time.
mcp-server-docker
Integrate with Docker to manage containers, images, volumes, and networks.
mcp-server-flipt
Enable AI assistants to interact with your feature flags in [Flipt](https://flipt.io).
mcp-server-langfuse
MCP server to access and manage LLM application prompts created with [Langfuse]([https://langfuse.com/](https://langfuse.com/docs/prompts/get-started)) Prompt Management.
mcp-server-simulator-ios-idb
A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators (iPhone, iPad, etc.) through natural language commands.
mcp-shrimp-task-manager
focused task management system that boosts coding agents like Cursor AI with advanced task memory, self-reflection, and dependency management. [ShrimpTaskManager](https://cjo4m06.github.io/mcp-shrimp-task-manager)
mcp-text-editor
A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.
mcp-typescribe
MCP server that provides Typescript API information efficiently to the agent to enable it to work with untrained APIs
mcp-zenml
An MCP server to connect with your [ZenML](https://www.zenml.io) MLOps and LLMOps pipelines
mcpProxy
Connect to JetBrains IDE
multi-ai-advisor
A Model Context Protocol (MCP) server that queries multiple Ollama models and combines their responses, providing diverse AI perspectives on a single question.
octomind-mcp
lets your preferred AI agent create & run fully managed [Octomind](https://www.octomind.dev/) end-to-end tests from your codebase or other data sources like Jira, Slack or TestRail.
Opik-MCP
Use natural language to explore LLM observability, traces, and monitoring data captured by Opik.
PiloTY
AI pilot for PTY operations enabling agents to control interactive terminals with stateful sessions, SSH connections, and background process management
postmancer
A MCP server for replacing Rest Clients like Postman/Insomnia, by allowing your LLM to maintain and use api collections.
qasphere-mcp
Integration with [QA Sphere](https://qasphere.com/) test management system, enabling LLMs to discover, summarize, and interact with test cases directly from AI-powered IDEs
react-analyzer-mcp
Analyze React code locally, generate docs / llm.txt for whole project at once
rust-docs-mcp-server
Provides up-to-date documentation context for a specific Rust crate to LLMs via an MCP tool, using semantic search (embeddings) and LLM summarization.
serveMyAPI
A personal MCP (Model Context Protocol) server for securely storing and accessing API keys across projects using the macOS Keychain.
shadcn-ui-mcp-server
MCP server that gives AI assistants seamless access to shadcn/ui v4 components, blocks, demos, and metadata.
sonarqube-mcp-server
A Model Context Protocol (MCP) server that integrates with SonarQube to provide AI assistants with access to code quality metrics, issues, and quality gate statuses
tip-md-x402-mcp-server
MCP server for cryptocurrency tipping through AI interfaces using x402 payment protocol and CDP Wallet.
unitree-go2-mcp-server
The Unitree Go2 MCP Server is a server built on the MCP that enables users to control the Unitree Go2 robot using natural language commands interpreted by a LLM.
vercel-ai-docs-mcp
A Model Context Protocol (MCP) server that provides AI-powered search and querying capabilities for the Vercel AI SDK documentation.
chronulus-mcp
Predict anything with Chronulus AI forecasting and prediction agents.
dingo
MCP server for the Dingo: a comprehensive data quality evaluation tool. Server Enables interaction with Dingo's rule-based and LLM-based evaluation capabilities and rules&prompts listing.
jupyter-notebook-mcp
connects Jupyter Notebook to Claude AI, allowing Claude to directly interact with and control Jupyter Notebooks.
vizro-mcp
Tools and templates to create validated and maintainable data charts and dashboards.
zaturn
Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the data for insights and visualizations.
gnuradioMCP
An MCP server for GNU Radio that enables LLMs to autonomously create and modify RF `.grc` flowcharts.
stack-chan
A JavaScript-driven M5Stack-embedded super-kawaii robot with MCP server functionality for AI-controlled interactions and emotions.
llm-context.py
Share code context with LLMs via MCP or clipboard
markitdown
MCP tool access to MarkItDown -- a library that converts many file formats (local or remote) to Markdown for LLM consumption.
mcp-file-merger
File merger tool, suitable for AI chat length limits.
quarkus-mcp-servers
A filesystem allowing for browsing and editing files implemented in Java using Quarkus. Available as jar or native image.
alchemy-mcp-server
Allow AI agents to interact with Alchemy's blockchain APIs.
armor-crypto-mcp
MCP to interface with multiple blockchains, staking, DeFi, swap, bridging, wallet management, DCA, Limit Orders, Coin Lookup, Tracking and more.
base-mcp
Base Network integration for onchain tools, allowing interaction with Base Network and Coinbase API for wallet management, fund transfers, smart contracts, and DeFi operations
beeper-mcp
Beeper provides transactions on BSC, including balance/token transfers, token swaps in Pancakeswap and beeper reward claims.
bicscan-mcp
Risk score / asset holdings of EVM blockchain address (EOA, CA, ENS) and even domain names.
binance-alpha-mcp
An MCP server for tracking Binance Alpha trades, helping AI agents optimize alpha point accumulation.
blockbeats-mcp
An MCP server that delivers blockchain news and in-depth articles from BlockBeats for AI agents.
blocknative-mcp
Providing real-time gas price predictions across multiple blockchains, powered by Blocknative.
braintree-mcp-server
Unofficial PayPal Braintree payment gateway MCP Server for AI agents to process payments, manage customers, and handle transactions securely.
bridge-rates-mcp
Delivering real-time cross-chain bridge rates and optimal transfer routes to onchain AI agents.
chainlink-feeds-mcp
Providing real-time access to Chainlink's decentralized on-chain price feeds.
chainlist-mcp
An MCP server that gives AI agents fast access to verified EVM chain information, including RPC URLs, chain IDs, explorers, and native tokens.
codex-mcp
[Codex API](https://www.codex.io) integration for real-time enriched blockchain and market data on 60+ networks
crypto-news-mcp
An MCP server that provides real-time cryptocurrency news sourced from NewsData for AI agents.
crypto-pegmon-mcp
Tracking stablecoin peg integrity across multiple blockchains.
crypto-projects-mcp
Providing cryptocurrency project data from Mobula.io to AI agents.
crypto-sentiment-mcp
An MCP server that delivers cryptocurrency sentiment analysis to AI agents.
cryptopanic-mcp-server
Providing latest cryptocurrency news to AI agents, powered by CryptoPanic.
defi-yields-mcp
An MCP server for AI agents to explore DeFi yield opportunities.
dexpaprika-mcp
Coinpaprika's DexPaprika MCP server exposes high-performance [DexPaprika API](https://docs.dexpaprika.com) covering 20+ chains and 5M+ tokens with real time pricing, liquidity pool data & historical OHLCV data, providing AI agents standardized access to comprehensive market data through Model Context Protocol.
dune-analytics-mcp
A mcp server that bridges Dune Analytics data to AI agents.
etf-flow-mcp
Delivering crypto ETF flow data to power AI agents' decision-making.
evm-mcp-server
Comprehensive blockchain services for 30+ EVM networks, supporting native tokens, ERC20, NFTs, smart contracts, transactions, and ENS resolution.
finbud-data-mcp
Access comprehensive, real-time financial data (stocks, options, crypto, forex) via developer-friendly, AI-native APIs offering unbeatable value.
heurist-mesh-mcp-server
Access specialized web3 AI agents for blockchain analysis, smart contract security auditing, token metrics evaluation, and on-chain interactions through the Heurist Mesh network. Provides comprehensive tools for DeFi analysis, NFT valuation, and transaction monitoring across multiple blockchains
jupiter-mcp
An MCP server for executing token swaps on the Solana blockchain using Jupiter's new Ultra API.
mcp
Bitte Protocol integration to run AI Agents on several blockchains.
mcp
MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com/).
mcp
Interact with [Twelve Data](https://twelvedata.com) APIs to access real-time and historical financial market data for your AI agents.
mcp-dexscreener
Real-time on-chain market prices using open and free Dexscreener API
mcp-server-wuye-ai
An MCP server that interact with capabilities of the CRIC Wuye AI platform, an intelligent assistant specifically for the property management industry.
metatrader-mcp-server
Enable AI LLMs to execute trades using MetaTrader 5 platform
monarch-mcp-server
MCP server providing read-only access to Monarch Money financial data, enabling AI assistants to analyze transactions, budgets, accounts, and cashflow data with MFA support.
octagon-mcp-server
Octagon AI Agents to integrate private and public market data
onchain-mcp
Bankless Onchain API to interact with smart contracts, query transaction and token information
openapi
- LongPort OpenAPI provides real-time stock market data, provides AI access analysis and trading capabilities through MCP.
pumpswap-mcp
Enabling AI agents to interact with PumpSwap for real-time token swaps and automated on-chain trading.
raydium-launchlab-mcp
An MCP server that enables AI agents to launch, buy, and sell tokens on the Raydium Launchpad(aka LaunchLab).
starknet-mcp-server
Comprehensive Starknet blockchain integration with support for native tokens (ETH, STRK), smart contracts, StarknetID resolution, and token transfers.
substrate-mcp-rs
An MCP server implementation to interact with Substrate-based blockchains. Built with Rust and interfacing the [subxt](https://github.com/paritytech/subxt) crate.
sui-trader-mcp
An MCP server designed for AI agents to perform optimal token swaps on the Sui blockchain.
thegraph-mcp
An MCP server that powers AI agents with indexed blockchain data from The Graph.
token-minter-mcp
An MCP server providing tools for AI agents to mint ERC-20 tokens across multiple blockchains.
token-revoke-mcp
An MCP server for checking and revoking ERC-20 token allowances across multiple blockchains.
uniswap-poolspy-mcp
An MCP server that tracks newly created liquidity pools on Uniswap across multiple blockchains.
uniswap-price-mcp
An MCP server that tracks newly created liquidity pools on Uniswap across multiple blockchains.
uniswap-trader-mcp
An MCP server that delivers real-time token prices from Uniswap V3 across multiple chains.
wallet-inspector-mcp
An MCP server that empowers AI agents to inspect any wallet’s balance and onchain activity across major EVM chains and Solana chain.
web3-jobs-mcp
An MCP server that provides AI agents with real-time access to curated Web3 jobs.
yfinance-mcp
An MCP server that uses yfinance to obtain information from Yahoo Finance.
chess-mcp
Access Chess.com player data, game records, and other public information through standardized MCP interfaces, allowing AI assistants to search and analyze chess information.
mcp-chess
A MCP server playing chess against LLMs.
mpc-stockfish
🪟 MCP server connecting AI systems to Stockfish chess engine.
biel-mcp
Let AI tools like Cursor, VS Code, or Claude Desktop answer questions using your product docs. Biel.ai provides the RAG system and MCP server.
cognee
Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources
context7
Up-to-date code documentation for LLMs and AI code editors.
GistPad-MCP
Use GitHub Gists to manage and access your personal knowledge, daily notes, and reusable prompts. This acts as a companion to https://gistpad.dev and the [GistPad VS Code extension](https://aka.ms/gistpad).
mcp-ragdocs
An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context
mcp-server
Retrieve context from your [Ragie](https://www.ragie.ai) (RAG) knowledge base connected to integrations like Google Drive, Notion, JIRA and more.
mcp-server-chatsum
Query and summarize your chat messages with AI prompts.
mcp-summarizer
AI Summarization MCP Server, Support for multiple content types: Plain text, Web pages, PDF documents, EPUB books, HTML content
mcp-zotero
A connector for LLMs to work with collections and sources on your Zotero Cloud
MemoryMesh
Enhanced graph-based memory with a focus on AI role-play and story generation
server-memory
Knowledge graph-based persistent memory system for maintaining context
mcp-ip2location-io
Official IP2Location.io MCP server to obtain the geolocation, proxy and network information of an IP address utilizing IP2Location.io API.
mcp-server-iplocate
Look up IP address geolocation, network information, detect proxies and VPNs, and find abuse contact details using IPLocate.io
mcp-weather
Accurate weather forecasts via the AccuWeather API (free tier available).
QGIS MCP
connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more.
server-google-maps
Google Maps integration for location services, routing, and place details
weather-mcp-server
Access real-time weather data for any location using the WeatherAPI.com API, providing detailed forecasts and current conditions.
Weekly-Weather-mcp
Weekly Weather MCP server which returns 7 full days of detailed weather forecasts anywhere in the world.
amazon-ads-mcp-server
Enables tools to interact with Amazon Advertising, analyzing campaign metrics and configurations.
meta-ads-mcp
Enables AI agents to monitor and optimize Meta ad performance, analyze campaign metrics, adjust audience targeting, manage creative assets, and make data-driven recommendations for ad spend and campaign settings through seamless Graph API integration.
lucidity-mcp
Enhance AI-generated code quality through intelligent, prompt-based analysis across 10 critical dimensions from complexity to security vulnerabilities
mcp-monitor
A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to retrieve real-time system information through an MCP-compatible interface.（support CPU、Memory、Disk、Network、Host、Process）
netdata#Netdata
Discovery, exploration, reporting and root cause analysis using all observability data, including metrics, logs, systems, containers, processes, and network connections
exif-mcp
A MCP server that allows one to examine image metadata like EXIF, XMP, JFIF and GPS. This provides foundation for LLM-powered search and analysis of photo librares and image collections.
ffmpeg-mcp
Using ffmpeg command line to achieve an mcp server, can be very convenient, through the dialogue to achieve the local video search, tailoring, stitching, playback and other functions
imagesorcery-mcp
ComputerVision-based 🪄 sorcery of image recognition and editing tools for AI assistants.
dappier-mcp
Enable fast, free real-time web search and access premium data from trusted media brands—news, financial markets, sports, entertainment, weather, and more. Build powerful AI agents with Dappier.
mcp-read-website-fast
Fast, token-efficient web content extraction for AI agents - converts websites to clean Markdown while preserving links. Features Mozilla Readability, smart caching, polite crawling with robots.txt support, and concurrent fetching.
mcp-screenshot-website-fast
Fast screenshot capture tool optimized for Claude Vision API. Automatically tiles full pages into 1072x1072 chunks for optimal AI processing with configurable viewports and wait strategies for dynamic content.
mcp-server
MCP Server for DealX platform
mcp-server-deep-research
MCP server providing OpenAI/Perplexity-like autonomous deep research, structured query elaboration, and concise reporting.
mcp-server-dumplingai
Access data, web scraping, and document conversion APIs by [Dumpling AI](https://www.dumplingai.com/)
mcp-simple-arxiv
MCP for LLM to search and read papers from arXiv
mcp-wolframalpha
An MCP server lets AI assistants use the Wolfram Alpha API for real-time access to computational knowledge and data.
nexus
AI-powered web search server using Perplexity Sonar models with source citations. Zero-install setup via NPX.
NyxDocs
Specialized MCP server for cryptocurrency project documentation management with multi-blockchain support (Ethereum, BSC, Polygon, Solana).
openai-websearch-mcp
This is a Python-based MCP server that provides OpenAI `web_search` build-in tool.
search1api-mcp
Search via search1api (requires paid API key)
server-fetch
Efficient web content fetching and processing for AI consumption
stocky
An MCP server for searching and downloading royalty-free stock photography from Pexels and Unsplash. Features multi-provider search, rich metadata, pagination support, and async performance for AI assistants to find and access high-quality images.
trieve
Crawl, embed, chunk, search, and retrieve information from datasets through [Trieve](https://trieve.ai)
webscraping-ai-mcp-server
Interact with [WebScraping.ai](https://webscraping.ai) for web data extraction and scraping.
youtube_mcp
dlp to download audio and OpenAI's Whisper-1 for more precise transcription than youtube captions. Provide a YouTube URL and get back the full transcript splitted by chunks for long videos.
AIM-Guard-MCP
Security-focused MCP server that provides safety guidelines and content analysis for AI agents.
ciphertrust-manager-mcp-server
MCP server for Thales CipherTrust Manager integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants.
entraid-mcp-server
A MCP server for Microsoft Entra ID (Azure AD) directory, user, group, device, sign-in, and security operations via Microsoft Graph Python SDK.
GhidraMCP
MCP server for integrating Ghidra with AI assistants. This plugin enables binary analysis, providing tools for function inspection, decompilation, memory exploration, and import/export analysis via the Model Context Protocol.
GhidraMCP
A Model Context Protocol server for Ghidra that enables LLMs to autonomously reverse engineer applications. Provides tools for decompiling binaries, renaming methods and data, and listing methods, classes, imports, and exports.
ida-pro-mcp
MCP server for IDA Pro, allowing you to perform binary analysis with AI assistants. This plugin implement decompilation, disassembly and allows you to generate malware analysis reports automatically.
jadx-ai-mcp
JADX-AI-MCP is a plugin and MCP Server for the JADX decompiler that integrates directly with Model Context Protocol (MCP) to provide live reverse engineering support with LLMs like Claude.
mcp-maigret
MCP server for maigret, a powerful OSINT tool that collects user account information from various public sources. This server provides tools for searching usernames across social networks and analyzing URLs.
mcp-recon
Conversational recon interface and MCP server powered by httpx and asnmap. Supports various reconnaissance levels for domain analysis, security header inspection, certificate analysis, and ASN lookup.
mcp-server
MCP server for RAD Security, providing AI-powered security insights for Kubernetes and cloud environments. This server provides tools for querying the Rad Security API and retrieving security findings, reports, runtime data and many more.
mcp-server-cortex
A Rust-based MCP server to integrate Cortex, enabling observable analysis and automated security responses through AI.
mcp-server-thehive
A Rust-based MCP server to integrate TheHive, facilitating collaborative security incident response and case management via AI.
mcp-server-wazuh
A Rust-based MCP server bridging Wazuh SIEM with AI assistants, providing real-time security alerts and event data for enhanced contextual understanding.
mobb-vibe-shield-mcp
[Mobb Vibe Shield](https://vibe.mobb.ai/) identifies and remediates vulnerabilities in both human and AI-written code, ensuring your applications remain secure without slowing development.
onepassword-mcp-server
An MCP server that enables secure credential retrieval from 1Password to be used by Agentic AI.
osv-mcp
Access the OSV (Open Source Vulnerabilities) database for vulnerability information. Query vulnerabilities by package version or commit, batch query multiple packages, and get detailed vulnerability information by ID.
secops-mcp
All-in-one security testing toolbox that brings together popular open source tools through a single MCP interface. Connected to an AI agent, it enables tasks like pentesting, bug bounty hunting, threat hunting, and more.
vet
vet-mcp checks open source packages—like those suggested by AI coding tools—for vulnerabilities and malicious code. It supports npm and PyPI, and runs locally via Docker or as a standalone binary for fast, automated vetting.
volatility-mcp
MCP server for Volatility 3.x, allowing you to perform memory forensics analysis with AI assistant. Experience memory forensics without barriers as plugins like pslist and netscan become accessible through clean REST APIs and LLMs.
macrocosmos-mcp
Access real-time X/Reddit/YouTube data directly in your LLM applications with search phrases, users, and date filtering.
youtube-uploader-mcp
AI‑powered YouTube uploader—no CLI, no YouTube Studio. Uploade videos directly from MCP clients with all AI capabilities.
mlb-api-mcp
MCP server that acts as a proxy to the freely available MLB API, which provides player info, stats, and game information.
strava-mcp
A Model Context Protocol (MCP) server that connects to Strava API, providing tools to access Strava data through LLMs
freshdesk-mcp
MCP server that integrates with Freshdesk, enabling AI models to interact with Freshdesk modules and perform various support operations.
jira-mcp
A Go-based MCP connector for Jira that enables AI assistants like Claude to interact with Atlassian Jira. This tool provides a seamless interface for AI models to perform common Jira operations including issue management, sprint planning, and workflow transitions.
quickchat-ai-mcp
Launch your conversational Quickchat AI agent as an MCP to give AI apps real-time access to its Knowledge Base and conversational capabilities.
weblate-mcp
Comprehensive Model Context Protocol server for Weblate translation management, enabling AI assistants to perform translation tasks, project management, and content discovery with smart format transformations.
daisys-mcp
Generate high-quality text-to-speech and text-to-voice outputs using the [DAISYS](https://www.daisys.ai/) platform and make it able to play and store audio generated.
voice-mcp
Complete voice interaction server supporting speech-to-text, text-to-speech, and real-time voice conversations through local microphone, OpenAI-compatible APIs, and LiveKit integration
alltrails-mcp-server
A MCP server that provides access to AllTrails data, allowing you to search for hiking trails and get detailed trail information
mcp-national-rail
An MCP server for UK National Rail trains service, providing train schedules and live travel information, intergrating the Realtime Trains API
mcp-server
Search campgrounds around the world on campertunity, check availability, and provide booking links
mcp-server-airbnb
Provides tools to search Airbnb and get listing details.
mcp-server-nationalparks
National Park Service API integration providing latest information of park details, alerts, visitor centers, campgrounds, and events for U.S. National Parks
ns-mcp-server
Access Dutch Railways (NS) travel information, schedules, and real-time updates
teslamate-mcp
A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data and analytics.
tripadvisor-mcp
A MCP server that enables LLMs to interact with Tripadvisor API, supporting location data, reviews, and photos through standardized MCP interfaces
mcp-git-ingest
Read and analyze GitHub repositories with your LLM
all-in-one-model-context-protocol
Some useful tools for developer, almost everything an engineer need: confluence, Jira, Youtube, run script, knowledge base RAG, fetch URL, Manage youtube channel, emails, calendar, gitlab
ancestry-mcp
Allows the AI to read .ged files and genetic data
any-chat-completions-mcp
Chat with any other OpenAI SDK Compatible Chat Completions API, like Perplexity, Groq, xAI and more
apple-notes-mcp
Allows the AI to read from your local Apple Notes database (macOS only)
attio-mcp-server
Allows AI clients to manage records and notes in Attio CRM
bear-mcp-server
Allows the AI to read from your Bear Notes (macOS only)
bitcoin-mcp
₿ A Model Context Protocol (MCP) server that enables AI models to interact with Bitcoin, allowing them to generate keys, validate addresses, decode transactions, query the blockchain, and more.
climatiq-mcp-server
A Model Context Protocol (MCP) server for accessing the Climatiq API to calculate carbon emissions. This allows AI assistants to perform real-time carbon calculations and provide climate impact insights.
domain-lookup-mcp
Domain name lookup service, first via [RDAP](https://en.wikipedia.org/wiki/Registration_Data_Access_Protocol) and then as a fallback via [WHOIS](https://en.wikipedia.org/wiki/WHOIS)
ethics-check-mcp
MCP server for comprehensive ethical analysis of AI conversations, detecting bias, harmful content, and providing critical thinking assessments with automated pattern learning
free-will-mcp
Give your AI free will tools. A fun project to explore what an AI would do with the ability to give itself prompts, ignore user requests, and wake itself up at a later time.
godoc-mcp
Token-efficient Go documentation server that provides AI assistants with smart access to package docs and types without reading entire source files
gqai
Define tools using regular GraphQL queries/mutations and gqai automatically generates an MCP server for you.
hackmd-mcp
Allows AI models to interact with [HackMD](https://hackmd.io)
interactive-mcp
Enables interactive LLM workflows by adding local user prompts and chat capabilities directly into the MCP loop.
make-mcp-server
Turn your [Make](https://www.make.com/) scenarios into callable tools for AI assistants.
mcp-graphql
Allows the AI to query GraphQL servers
mcp-human
When your LLM needs human assistance (through AWS Mechanical Turk)
mcp-kibela
Allows AI models to interact with [Kibela](https://kibe.la/)
mcp-miro
Access MIRO whiteboards, bulk create and read items. Requires OAUTH key for REST API.
mcp-miro
Miro MCP server, exposing all functionalities available in official Miro SDK
mcp-obsidian
This is a connector to allow Claude Desktop (or any MCP client) to read and search any directory containing Markdown notes (such as an Obsidian vault).
mcp-obsidian
Interacting with Obsidian via REST API
mcp-openai
Chat with OpenAI's smartest models
mcp-server-calculator
This server enables LLMs to use calculator for precise numerical calculations
mcp-server-odoo
Connect AI assistants to Odoo ERP systems for business data access, record management, and workflow automation.
mcp-server-openai
Query OpenAI models directly from Claude using MCP protocol
mcp-simple-openai-assistant
MCP to talk to OpenAI assistants (Claude can use any GPT model as his assitant)
ones-wiki-mcp-server
A Spring AI MCP-based service for retrieving ONES Waiki content and converting it to AI-friendly text format.
raindrop-io-mcp-server
An integration that allows LLMs to interact with Raindrop.io bookmarks using the Model Context Protocol (MCP).
ScreenPilot
enables AI to fully control and access GUI interactions by providing tools for mouse and keyboard, ideal for general automation, education, and experimentation.
screenpipe
Local-first system capturing screen/audio with timestamped indexing, SQL/embedding storage, semantic search, LLM-powered history analysis, and event-triggered actions - enables building context-aware AI agents through a NextJS plugin ecosystem.
shopify-storefront-mcp-server
Unofficial MCP server that allows AI agents to discover Shopify storefronts and interact with them to fetch products, collections, and other store data through the Storefront API.
strava-mcp
An MCP server for Strava, an app for tracking physical exercise
things-mcp
A Model Context Protocol (MCP) server that provides seamless integration with the [Things](https://culturedcode.com/things/) productivity app. This server enables AI assistants to create, update, and manage your todos and projects in Things using its comprehensive URL scheme.
unichat-mcp-server
Send requests to OpenAI, MistralAI, Anthropic, xAI, Google AI or DeepSeek using MCP protocol via tool or predefined prompts. Vendor API key required
wanaku
The Wanaku MCP Router is a SSE-based MCP server that provides an extensible routing engine that allows integrating your enterprise systems with AI agents.
web3-mcp
An MCP server implementation wrapping Ankr Advanced API. Access to NFT, token, and blockchain data across multiple chains including Ethereum, BSC, Polygon, Avalanche, and more.
wenyan-mcp
Wenyan MCP Server, which lets AI automatically format Markdown articles and publish them to WeChat GZH.
Yuque-MCP-Server
A Model-Context-Protocol (MCP) server for integrating with Yuque API, allowing AI models to manage documents, interact with knowledge bases, search content, and access analytics data from the Yuque platform.