Python MCP Servers

MCP server for integrating Ghidra with AI assistants. This plugin enables binary analysis, providing tools for function inspection, decompi…

A web-based PlantUML frontend with MCP server integration, enable plantuml image generation and plantuml syntax validation.

A QR code generation MCP server that converts any text (including Chinese characters) to QR codes with customizable colors and base64 encod…

Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bing, Baidu, DuckDuckGo, Brave, Exa, and CSDN.

Interact with Twitter search and timeline

Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores, helping AI…

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 Age…

Risk score / asset holdings of EVM blockchain address (EOA, CA, ENS) and even domain names.

MCP Server for Yandex Tracker. Provides tools for searching and retrieving information about issues, queues, users.

Navigate your [Aiven projects](https://go.aiven.io/mcp-server) and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch…

MCP Server to do dynamic AI SOC Security Threat analysis for a Text2SQL AI Agent.

A lightweight but powerful server that enables AI assistants to execute AWS CLI commands, use Unix pipes, and apply prompt templates for co…

A lightweight yet robust server that empowers AI assistants to securely execute Kubernetes CLI commands (`kubectl`, `helm`, `istioctl`, and…

A FastMCP-based server for interacting with webhook-test.com. Enables users to create, retrieve, and delete webhooks locally using Claude.

A MCP server that enables AI assistants to operation resources on Alibaba Cloud, supporting ECS, Cloud Monitor, OOS and widely used cloud p…

MCP service for Tablestore, features include adding documents, semantic search for documents based on vectors and scalars, RAG-friendly, an…

Expose all Home Assistant voice intents through a Model Context Protocol Server allowing home control.

A MCP server that provides access to AllTrails data, allowing you to search for hiking trails and get detailed trail information

Send requests to OpenAI, MistralAI, Anthropic, xAI, Google AI or DeepSeek using MCP protocol via tool or predefined prompts. Vendor API key…

A Model Context Protocol server for managing, monitoring, and querying data in [CockroachDB](https://cockroachlabs.com).

An MCP server that installs other MCP servers for you.

- 🐍 ☁️ MCP for LLM to search and read papers from arXiv

- 🐍 ☁️ MCP to talk to OpenAI assistants (Claude can use any GPT model as his assitant)

- 🐍 ☁️ MCP to search and read medical / life sciences papers from PubMed.

An MCP server that allows checking local time on the client machine or current UTC time from an NTP server

Coinmarket API integration to fetch cryptocurrency listings and quotes

A comprehensive Model Context Protocol (MCP) server for Notion integration with enhanced functionality, robust error handling, production-r…

Production-ready RAG platform combining Graph RAG, vector search, and full-text search. Best choice for building your own Knowledge Graph a…

Jupiter API Access (allow AI to Trade Tokens on Solana + Access Balances + Search Tokens + Create Limit Orders )

A Model Context Protocol (MCP) server that provides a set of tools for retrieving information about SonarQube projects like metrics (actual…

Enable AI LLMs to execute trades using MetaTrader 5 platform

MCP to interface with multiple blockchains, staking, DeFi, swap, bridging, wallet management, DCA, Limit Orders, Coin Lookup, Tracking and…

Connects to Kaggle, ability to download and analyze datasets.

MCP server using the Aseprite API to create pixel art

🐍 🪟 🏠 MCP server for analyzing ROADrecon gather results from Azure tenant enumeration

An MCP server using the AviationStack API to fetch real-time flight data including airline flights, airport schedules, future flights and a…

Comprehensive Kafka Schema Registry MCP server with 48 tools for multi-registry management, schema migration, and enterprise features.

A Model Context Protocol (MCP) server that integrates with Notion's API to manage personal todo lists efficiently.

Alpha Vantage API integration to fetch both stock and crypto information

MCP server for Claude to talk to ChatGPT and use its web search capability.

Biomedical research MCP server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info.

MCP server to interact with the BioThings API, including genes, genetic variants, drugs, and taxonomic information.

Search ArXiv research papers

MCP server for working with Blender

MCP server for ZapCap API providing video caption and B-roll generation via natural language

IP address geolocation and network information using IPInfo API

The first NetworkX integration for Model Context Protocol, enabling graph analysis and visualization directly in AI conversations. Supports…

A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), providing simple REST API interfaces for virtual machine man…

browser-use packaged as an MCP server with SSE transport. includes a dockerfile to run chromium in docker + a vnc server.

TiDB database integration with schema inspection and query capabilities

A MCP server that send desktop notifications with sound effect when agent tasks are completed.

The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents

MCP server providing read-only access to Monarch Money financial data, enabling AI assistants to analyze transactions, budgets, accounts, a…

Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, sending messages and han…

Yet another CLI tool for testing MCP servers

DICOM integration to query, read, and move medical images and reports from PACS and other DICOM compliant systems.

Chroma MCP server to access local and cloud Chroma instances for retrieval capabilities

Predict anything with Chronulus AI forecasting and prediction agents.

Integrate with Docker to manage containers, images, volumes, and networks.

ClickHouse database integration with schema inspection and query capabilities

An MCP server running inside a trusted execution environment (TEE) via Gramine, showcasing remote attestation using [RA-TLS](https://gramin…

Official MCP server for CodeLogic, providing access to code dependency analytics, architectural risk analysis, and impact assessment tools.

This is a Python-based MCP server that provides OpenAI `web_search` build-in tool.

Confluent integration to interact with Confluent Kafka and Confluent Cloud REST APIs.

Couchbase MCP server provides unfied access to both Capella cloud and self-managed clusters for document operations, SQL++ queries and natu…

MCP Server implementation that provides Elasticsearch interaction

All-in-one MCP server for Postgres development and operations, with tools for performance analysis, tuning, and health checks

Share code context with LLMs via MCP or clipboard

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…

Integrates with Notion's API to manage personal todo lists

PDF download, view & manipulation utilities.

MCP server for Calcom. Manage event types, create bookings, and access Cal.com scheduling data through LLMs.

Enable fast, free real-time web search and access premium data from trusted media brands—news, financial markets, sports, entertainment, we…

MCP server for the Dingo: a comprehensive data quality evaluation tool. Server Enables interaction with Dingo's rule-based and LLM-based ev…

Model Context Protocol (MCP) Server for Jupyter.

Trino MCP Server to query and access data from Trino Clusters.

MCP server for the POX SDN controller to provides network control and management capabilities.

MCP server integration for DaVinci Resolve providing powerful tools for video editing, color grading, media management, and project control

Official MCP server for [dbt (data build tool)](https://www.getdbt.com/product/what-is-dbt) providing integration with dbt Core/Cloud CLI…

MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines

Access real-time weather data for any location using the WeatherAPI.com API, providing detailed forecasts and current conditions.

MCP server that integrates with Freshdesk, enabling AI models to interact with Freshdesk modules and perform various support operations.

[TickTick](https://ticktick.com/) MCP server that integrates with TickTick's API to manage personal todo projects and the tasks.

Open source podcast hosting platform

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.

A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, and…

MCP Server for Azure Data Lake Storage. It can perform manage containers, read/write/upload/download operations on container files and mana…

An MCP server to search Hacker News, get top stories, and more.

Contract and template management for drafting, reviewing, and sending binding contracts via the eSignatures API.

Official Espressif MCP Server to manage and control ESP RainMaker Devices.

Coding agent with basic read, write and command line tools.

Model Context Protocol server for Fast Healthcare Interoperability Resources (FHIR) APIs. Provides seamless integration with FHIR servers…

Yahoo Finance integration to fetch stock market data including options recommendations

Tastyworks API integration to handle trading activities on Tastytrade

Reddit integration to analyze content on WallStreetBets community

Python Streamable HTTP Server you can run locally to interact with [memvid](https://github.com/Olow304/memvid) storage and semantic search.

Read, create, update and delete Google Keep notes.

MCP server that transcribes YouTube videos to text. Uses yt-dlp to download audio and OpenAI's Whisper-1 for more precise transcription tha…

A Binary Ninja plugin, MCP server, and bridge that seamlessly integrates [Binary Ninja](https://binary.ninja) with your favorite MCP client…

Wikipedia Article lookup API

Sentry.io integration for error tracking and performance monitoring

MCP server providing a powerful bioinformatics toolkit for genomics queries and analysis, wrapping the popular `gget` library.

Direct Git repository operations including reading, searching, and analyzing local repositories

This server enables LLMs to use calculator for precise numerical calculations

Unofficial GitHub MCP server that provides access to GitHub's GraphQL API, enabling more powerful and flexible queries for repository data…

MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features.

MCP server acting as an interface to the Google Ads, enabling programmatic access to Google Ads data and management features.

MCP server that seamlessly interacts with your Google Calendar, Gmail, Drive and so on.

Comprehensive Google Workspace MCP server with full support for Google Calendar, Drive, Gmail, and Docs, Forms, Chats, Slides and Sheets ov…

Search dashboards, investigate incidents and query datasources in your Grafana instance

MCP Server for querying GreptimeDB.

MCP server that acts as a proxy to the freely available MLB API, which provides player info, stats, and game information.

An MCP server for interacting with Bluesky via the atproto client.

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, a…

Give your AI assistant its own AI assistants. For example: "Could you ask openai to generate an image of a dog?"

Integrates with Facebook Pages to enable direct management of posts, comments, and engagement metrics through the Graph API for streamlined…

An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP), enabling LLMs to query and analyze…

An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants…

An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the…

An Excel manipulation server providing workbook creation, data operations, formatting, and advanced features (charts, pivot tables, formula…

- 🐍 ☁️ MCP to search through PapersWithCode API

A MCP server for Unsplash image search.

Your AI Assistant's Gateway to Google Sheets! 25 powerful tools for seamless Google Sheets automation via MCP.

Access specialized web3 AI agents for blockchain analysis, smart contract security auditing, token metrics evaluation, and on-chain interac…

A MCP server for Microsoft Entra ID (Azure AD) directory, user, group, device, sign-in, and security operations via Microsoft Graph Python…

MCP server that provides comprehensive tools for managing [Higress](https://github.com/alibaba/higress) gateway configurations and operatio…

A Python Runtime Interpreter MCP Server that executes user-submitted code in an isolated environment.

DoorDash Delivery (Unofficial)

MCP server based on baostock, providing access and analysis capabilities for Chinese stock market data.

Create, manage, and automate Label Studio projects, tasks, and predictions for data labeling workflows.

Hydrolix time-series datalake integration providing schema exploration and query capabilities to LLM-based workflows.

Control Android devices with AI through MCP, enabling device control, debugging, system analysis, and UI automation with a comprehensive se…

Enhance AI-generated code quality through intelligent, prompt-based analysis across 10 critical dimensions from complexity to security vuln…

An MCP server acting as an adapter into the [ACP](https://agentcommunicationprotocol.dev) ecosystem. Seamlessly exposes ACP agents to MCP c…

A Model Context Protocol (MCP) server that enables Claude Desktop to check domain availability across 50+ TLDs. Features DNS/WHOIS verifica…

Launch your conversational Quickchat AI agent as an MCP to give AI apps real-time access to its Knowledge Base and conversational capabilit…

MCP server that integrates Microsoft Teams messaging (read, post, mention, list members and threads)

MCP server for local compression of various image formats.

Real-time screen analysis, context-aware recording, and UI monitoring MCP server. Supports AI vision, event hooks, and multimodal agent wor…

MCP server for interacting with cloud deployments of Jetbrains Datalore platform. Fully incorporated Datalore API ( run, run interactively…

Beeper provides transactions on BSC, including balance/token transfers, token swaps in Pancakeswap and beeper reward claims.

MCP server to access [Intruder](https://www.intruder.io/), helping you identify, understand, and fix security vulnerabilities in your infra…

Internet speed testing with network performance metrics including download/upload speed, latency, jitter analysis, and CDN server detection…

Official IP2Location.io MCP server to obtain the geolocation, proxy and network information of an IP address utilizing IP2Location.io API.

IP Address location service using the [IP Find](https://ipfind.com) API

MCP Server for the Aiwen IP Location, Get user network IP location, get IP details (country, province, city, lat, lon, ISP, owner, etc.)

Snowflake integration implementing read and (optional) write operations as well as insight tracking

Generate visualizations from fetched data using the VegaLite format and renderer.

Connect AI assistants to Odoo ERP systems for business data access, record management, and workflow automation.

MCP server that provides SQL analysis, linting, and dialect conversion using [SQLGlot](https://github.com/tobymao/sqlglot)

A Model Context Protocol (MCP) server for accessing the Climatiq API to calculate carbon emissions. This allows AI assistants to perform re…

A MCP server along with MCP host that provides access to Mattermost teams, channels and messages. MCP host is integrated as a bot in Matter…

An OpenStreetMap MCP server with location-based services and geospatial data.

MCP server for Product Hunt. Interact with trending posts, comments, collections, users, and more.

Control your macOS Homebrew setup using natural language via this MCP server. Simply manage your packages, or ask for suggestions, troubles…

[TickTick](https://ticktick.com/) MCP server. Built upon the ticktick-py library, it offers significantly improved filtering capabilities.

A MCP server playing chess against LLMs.

connects Jupyter Notebook to Claude AI, allowing Claude to directly interact with and control Jupyter Notebooks.

An MCP server for searching and downloading royalty-free stock photography from Pexels and Unsplash. Features multi-provider search, rich m…

MCP server for Typst, a markup-based typesetting system. It provides tools for converting between LaTeX and Typst, validating Typst syntax…

MCP server to interact with browser-based meeting platforms (Zoom, Teams, Google Meet). Enables AI agents to send bots to online meetings…

Connect to Databricks API, allowing LLMs to run SQL queries, list jobs, and get job status.

MCP server for Apache Kafka and Timeplus. Able to list Kafka topics, poll Kafka messages, save Kafka data locally and query streaming data…

A Model Context Protocol (MCP) server designed to connect to a CCTV recording program (VMS) to retrieve recorded and live video streams. It…

VikingDB integration with collection and index introduction, vector store and search capabilities.

Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the data for insights and visualizations.

interact with Keboola Connection Data Platform. This server provides tools for listing and accessing data from Keboola Storage API.

Enable interaction (admin operation, message enqueue/dequeue) with RabbitMQ

MCP Telephony server for automating voice calls with Speech-to-Text and Speech Recognition to summarize call conversations. Send and receiv…

Extracts clean web content for RAG and provides Q&A about web pages.

A `minimal` server/client MCP implementation using Azure OpenAI and Playwright.

An experimental and educational app for Ping-pong server demonstrating remote MCP (Model Context Protocol) calls

Extract and convert YouTube video information.

DuckDB database integration with schema inspection and query capabilities

An MCP server for tracking Binance Alpha trades, helping AI agents optimize alpha point accumulation.

An MCP server that delivers blockchain news and in-depth articles from BlockBeats for AI agents.

Providing real-time gas price predictions across multiple blockchains, powered by Blocknative.

Providing real-time access to the latest news from Cointelegraph.

Providing real-time and historical Crypto Fear & Greed Index data.

An MCP server providing a range of cryptocurrency technical analysis indicators and strategie.

Streams real-time cryptocurrency liquidation events from Binance.

An MCP server that provides real-time cryptocurrency news sourced from NewsData for AI agents.

Analyzing order book depth and imbalance across major crypto exchanges.

Tracking stablecoin peg integrity across multiple blockchains.

An MCP server for tracking and managing cryptocurrency portfolio allocations.

Providing cryptocurrency project data from Mobula.io to AI agents.

An MCP server that aggregates real-time cryptocurrency news from multiple RSS feeds.

An MCP server that delivers cryptocurrency sentiment analysis to AI agents.

Tracking the latest trending tokens on CoinGecko.

Serving as a structured knowledge base of crypto whitepapers.

Providing latest cryptocurrency news to AI agents, powered by CryptoPanic.

An MCP server that aggregates live governance proposals from major DAOs.

An MCP server for AI agents to explore DeFi yield opportunities.

A mcp server that bridges Dune Analytics data to AI agents.

Delivering crypto ETF flow data to power AI agents' decision-making.

An MCP server that integrates with the Freqtrade cryptocurrency trading bot.

Providing real-time funding rate data across major crypto exchanges.

An MCP server that provides real-time data and insights from the Hyperliquid perp DEX for use in bots, dashboards, and analytics.

An MCP server that provides real-time whale alerts on Hyperliquid, flagging positions with a notional value exceeding $1 million.

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

An MCP server that standardizes and contextualizes industrial Modbus data.

An MCP server for nearby place searches with IP-based location detection.

An MCP server that connects to OPC UA-enabled industrial systems.

An MCP server that tracks newly created pools on Pancake Swap.

Enabling AI agents to interact with PumpSwap for real-time token swaps and automated on-chain trading.

An MCP server that enables AI agents to launch, buy, and sell tokens on the Raydium Launchpad(aka LaunchLab).

An MCP server that detects potential risks in Solana meme tokens.

An MCP server that powers AI agents with indexed blockchain data from The Graph.

An MCP server providing tools for AI agents to mint ERC-20 tokens across multiple blockchains.

An MCP server for checking and revoking ERC-20 token allowances across multiple blockchains.

An MCP server that tracks the historical changes of Twitter usernames.

An MCP server that tracks newly created liquidity pools on Uniswap across multiple blockchains.

An MCP server that delivers real-time token prices from Uniswap V3 across multiple chains.

An MCP server that empowers AI agents to inspect any wallet’s balance and onchain activity across major EVM chains and Solana chain.

An MCP server that provides AI agents with real-time access to curated Web3 jobs.

A mcp server for tracking cryptocurrency whale transactions.

All-in-one Twitter management solution providing timeline access, user tweet retrieval, hashtag monitoring, conversation analysis, direct m…

MCP server to access and manage LLM application prompts created with [Langfuse]([https://langfuse.com/](https://langfuse.com/docs/prompts/g…

An MCP Server for the Alpaca trading API to manage stock and crypto portfolios, place trades, and access market data.

Extract content from URLs, documents, videos, and audio files using intelligent auto-engine selection. Supports web pages, PDFs, Word docs…

An MCP server for searching your personal WhatsApp messages, contacts and sending messages to individuals or groups

LongPort OpenAPI provides real-time stock market data, provides AI access analysis and trading capabilities through MCP.

The ROS MCP Server supports robot control by converting user-issued natural language commands into ROS or ROS2 control commands.

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…

BigQuery database integration with schema inspection and query capabilities

- 🎖️ 🐍 ☁️ Access real-time X/Reddit/YouTube data directly in your LLM applications with search phrases, users, and date filtering…

Magg: A meta-MCP server that acts as a universal hub, allowing LLMs to autonomously discover, install, and orchestrate multiple MCP servers…

Fast Windows file search using Everything SDK

A local MCP server that generates animations using Manim.

Interacting with Obsidian via REST API

MCP server for dbt-core (OSS) users as the official dbt MCP only supports dbt Cloud. Supports project metadata, model and column-level line…

MCP server for Autodesk Maya

Complete voice interaction server supporting speech-to-text, text-to-speech, and real-time voice conversations through local microphone, Op…

MCP Server that uses the open weight Kokoro TTS models to convert text-to-speech. Can convert text to MP3 on a local driver or auto-upload…

Tools and templates to create validated and maintainable data charts and dashboards.

Read and analyze GitHub repositories with your LLM

Integration with gmail and Google Calendar.

An MCP server for browser automation using Playwright

A Model Context Protocol server for Mem0 that helps manage coding preferences and patterns, providing tools for storing, retrieving and sem…

Memgraph MCP Server - includes a tool to run a query against Memgraph and a schema resource.

MCP tool access to MarkItDown -- a library that converts many file formats (local or remote) to Markdown for LLM consumption.

A ledger-cli integration for managing financial transactions and generating reports.

List and terminate OS processes via natural language queries

Command line interface with secure execution and customizable security policies

Efficient web content fetching and processing for AI consumption

SQLite database operations with built-in analysis features

Zabbix integration for hosts, items, triggers, templates, problems, data and more.

MCP server for IDA Pro, allowing you to perform binary analysis with AI assistants. This plugin implement decompilation, disassembly and al…

Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor.

enables AI to fully control and access GUI interactions by providing tools for mouse and keyboard, ideal for general automation, education…

A MCP server that uses [gitingest](https://github.com/cyclotruc/gitingest) to convert any Git repository into a simple text digest of its c…

An MCP server that uses yfinance to obtain information from Yahoo Finance.

Model Context Protocol with Neo4j (Run queries, Knowledge Graph Memory, Manaage Neo4j Aura Instances)

Web search using DuckDuckGo

"primitive" RAG-like web search model context protocol (MCP) server that runs locally. No APIs needed.

- 🐍 Automatic operation of on-screen GUI.

Specialized MCP server for cryptocurrency project documentation management with multi-blockchain support (Ethereum, BSC, Polygon, Solana).

Octagon AI Agents to integrate private and public market data

A suite of marketing tools from Open Strategy Partners including writing style, editing codes, and product marketing value map creation.

Connect any Open Data to any LLM with Model Context Protocol.

MCP server for a queryable database for aging and longevity research from the OpenGenes project.

An MCP server for generic Database Management System (DBMS) Connectivity via the Java Database Connectivity (JDBC) protocol

An MCP server for generic Database Management System (DBMS) Connectivity via the Open Database Connectivity (ODBC) protocol

An MCP server for generic Database Management System (DBMS) Connectivity via SQLAlchemy using Python ODBC (pyodbc)

An MCP Server that autonomously debugs web applications with browser-use browser agents

Official MCP server enabling seamless orchestration of hyperparameter search and other optimization tasks with [Optuna](https://optuna.org/…

A fully-featured coding agent that relies on symbolic code operations by using language servers.

A DeepSeek MCP-like Server for Terminal

Query and analyze Azure Data Explorer databases

Query and analyze Prometheus, open-source monitoring system.

Access Chess.com player data, game records, and other public information through standardized MCP interfaces, allowing AI assistants to sea…

MCP server that enables security professionals to interact with Panther's SIEM platform using natural language for writing detections, quer…

Best people search engine that reduces the time spent on talent discovery

Query OpenAI models directly from Claude using MCP protocol

Meta Ads automation that just works. Trusted by 10,000+ businesses to analyze performance, test creatives, optimize spend, and scale result…

An MCP python server using Playwright for browser automation,more suitable for llm

An MCP server that provides access to [Polygon.io](https://polygon.io/) financial market data APIs for stocks, indices, forex, options, and…

Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana, SiteOne, and InterroBot crawlers.

Identifies resource-intensive processes on macOS and provides performance improvement suggestions.

Bitget API to fetch cryptocurrency price.

Provides access to OpenTelemetry traces and metrics through Logfire

Run Python code in a secure sandbox via MCP tool calls

MCP server implementation for PythonAnywhere cloud platform.

JMeter MCP Server for performance testing

Grafana k6 MCP Server for performance testing

Locust MCP Server for performance testing

A Qdrant MCP server

A MCP built on Qiniu Cloud products, supporting access to Qiniu Cloud Storage, media processing services, etc.

Unofficial PayPal Braintree payment gateway MCP Server for AI agents to process payments, manage customers, and handle transactions securel…

Unofficial MCP server for searching and retrieving scientific data from the Catalysis Hub database, providing access to computational catal…

Unofficial MCP server that allows AI agents to discover Shopify storefronts and interact with them to fetch products, collections, and othe…

MCP server for comprehensive ethical analysis of AI conversations, detecting bias, harmful content, and providing critical thinking assessm…

Enhances any agent's reasoning capabilities by integrating the think-tools, as described in [Anthropic's article](https://www.anthropic.com…

Connect AI tools directly to Airtable. Query, create, update, and delete records using natural language. Features include base management…

Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.

The Redis official MCP Server offers an interface to manage and search data in Redis.

Allows the AI to read .ged files and genetic data

An MCP server lets AI assistants use the Wolfram Alpha API for real-time access to computational knowledge and data.

A framework for creating multi-agent systems using MCP for coordinated AI collaboration, featuring task management, shared context, and RAG…

An MCP server for real-time Fantasy Premier League data and analysis tools.

A Model Context Protocol (MCP) server for querying the CVE-Search API. This server provides comprehensive access to CVE-Search, browse vend…

MCP server that controls [MultiViewer](https://multiviewer.app), an app for watching motorsports like Formula 1, World Endurance Championsh…

A Model Context Protocol (MCP) server for Kubernetes that enables AI assistants like Claude, Cursor, and others to interact with Kubernetes…

MCP server for the incident management platform [Rootly](https://rootly.com/).

Weekly Weather MCP server which returns 7 full days of detailed weather forecasts anywhere in the world.

Universal SQLAlchemy-based database integration supporting PostgreSQL, MySQL, MariaDB, SQLite, Oracle, MS SQL Server and many more database…

Autonomous shell execution, computer control and coding agent. (Mac)

An MCP tool that provides cryptocurrency market data using the CoinGecko API.

An MCP tool that provides real-time weather data, forecasts, and historical weather information using the OpenWeatherMap API.

An MCP tool that provides stock market data and analysis using the Yahoo Finance API.

MCP server for Thales CipherTrust Manager integration, enabling secure key management, cryptographic operations, and compliance monitoring…

MCP server for Thales CDSP CAKM integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI…

GXtract is a MCP server designed to integrate with VS Code and other compatible editors (documentation: [sascharo.github.io/gxtract](https…

The Scrapeless Model Context Protocol service acts as an MCP server connector to the Google SERP API, enabling web search within the MCP ec…

An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with comprehens…

An MCP Server to connect to searXNG instances

Access the time in any timezone and get the current local time

An MCP server for querying wolfram alpha API.

All-in-one security testing toolbox that brings together popular open source tools through a single MCP interface. Connected to an AI agent…

MCP server for summarizing users's Reddit homepage or any subreddit based on posts and comments.

Allows the AI to read from your local Apple Notes database (macOS only)

Pinecone integration with vector search capabilities

MCP server for interacting with the CyberChef server API which will allow an MCP client to utilise the CyberChef operations.

MCP server for Atlassian products (Confluence and Jira). Supports Confluence Cloud, Jira Cloud, and Jira Server/Data Center. Provides compr…

Bring structure and preserve context in vibe coding by automatically tracking issues.

A MCP server for LLDB enabling AI binary and core file analysis, debugging, disassembling.

ComputerVision-based 🪄 sorcery of image recognition and editing tools for AI assistants.

MCP server for the SynergyAge database of synergistic and antagonistic genetic interactions in longevity.

Get the LaTeX source of arXiv papers to handle mathematical content and equations

Interacting with Perplexity API.

A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data a…

An MCP Server that retrieves and processes news data from the GeekNews site.

🐍 🏠 Universal database MCP server supporting multiple database types including PostgreSQL, Redshift, CockroachDB, MySQL, RDS MySQL, Microso…

A coding agent for Max (Max/MSP/Jitter), which is a visual programming language for music and multimedia.

An MCP server to interact with a Tinybird Workspace from any MCP client.

Tavily AI search API

An MCP server for Oura, an app for tracking sleep

A Model Context Protocol (MCP) server for interacting with Confluence Data Center via REST API.

TDolphinDB database integration with schema inspection and query capabilities

A MCP server that enables LLMs to interact with Tripadvisor API, supporting location data, reviews, and photos through standardized MCP int…

An MCP server that allows querying Loki logs through the Grafana API.

A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.

An MCP server implementation wrapping Ankr Advanced API. Access to NFT, token, and blockchain data across multiple chains including Ethereu…

Interact with [Twelve Data](https://twelvedata.com) APIs to access real-time and historical financial market data for your AI agents.

Manage your Anki collection with AnkiConnect & MCP

A MCP server that keeps your chat history organized and searchable—with AI-powered summaries, secure memory, and full control.

An MCP server for [DIDLogic](https://didlogic.com). Adds functionality to manage SIP endpoints, numbers and destinations.

MCP server providing accurate information about NixOS packages, system options, Home Manager configurations, and nix-darwin macOS settings…

An MCP server for accessing Vectara's trusted RAG-as-a-service platform.

Add, Analyze, Search, and Generate Video Edits from your Video Jungle Collection

Comprehensive NCBI/PubMed literature search server with advanced analytics, caching, MeSH integration, related articles discovery, and batc…

An MCP Server to connect to your Weaviate collections as a knowledge base as well as using Weaviate as a chat memory store.

Geocoding MCP server for nominatim, ArcGIS, Bing

Supports SSE, STDIO; not only limited to MySQL's CRUD functionality; also includes database exception analysis capabilities; controls datab…

MCP server for ROS2 enabling AI-driven robotics applications and services.

A fastAPI-based FastMCP server with a Vue frontend that sends uploaded images to VLM via the MCP to quickly extract handwritten mathematica…

A Model Context Protocol server for interacting with Google Sheets. This server provides tools to create, read, update, and manage spreadsh…

Control HarmonyOS-next devices with AI through MCP. Support device control and UI automation.

Access any storage with Apache OpenDAL™

MCP server that connects to [Apache Airflow](https://airflow.apache.org/) using official client.

Simple Snowflake MCP server that works behind a corporate proxy. Read and write (optional) operations

A server that connects to the Databricks Genie API, allowing LLMs to ask natural language questions, run SQL queries, and interact with Dat…

MCP server for interacting with [YDB](https://ydb.tech) databases

An MCP server for interacting with VictoriaMetrics database.

AI pilot for PTY operations enabling agents to control interactive terminals with stateful sessions, SSH connections, and background proces…

An MCP server for GNU Radio that enables LLMs to autonomously create and modify RF `.grc` flowcharts.

A Model Context Protocol (MCP) server for generating a beautiful interactive mindmap.

MCP server that supports ROS2 topics, services, and actions communication, and controls robots using natural language.

An MCP server to connect with your [ZenML](https://www.zenml.io) MLOps and LLMOps pipelines

MCP Server for Milvus / Zilliz, making it possible to interact with your database.

APKTool MCP Server is a MCP server for the Apk Tool to provide automation in reverse engineering of Android APKs.

An MCP server for accessing professional financial data, supporting multiple data providers such as Tushare.