Local MCP Servers

An MCP server for searching job listings with filters for date, keywords, remote work options, and more.

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

A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.

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…

An MCP server implementation for 4EVERLAND Hosting enabling instant deployment of AI-generated code to decentralized storage networks like…

AI-native directory visualization with semantic analysis, ultra-compressed formats for AI consumption, and 10x token reduction. Supports qu…

AWS Single Sign-On (SSO) integration enabling AI systems to securely interact with AWS resources by initiating SSO login, listing accounts/…

Visualizes code, architecture and other concepts as mermaid diagrams in a locally hosted web app. Just ask your agent to "show me this in a…

Solvitor MCP server provides tools to access reverse engineering tools that help developers extract IDL files from closed-source Solana sma…

Browser automation capabilities using Puppeteer, both support local and remote browser connection.

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

Security-focused MCP server that provides safety guidelines and content analysis for AI agents.

A Node.js MCP server that spins up isolated Docker-based sandboxes for executing JavaScript snippets with on-the-fly npm dependency install…

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

MCP that simulates a set of smart home and lifestyle devices, allowing you to test agent's reasoning and discovery capabilities.

📇 🏠 🍎 A MCP server implementation for iOS Simulator control.

An MCP server that installs other MCP servers for you.

A MCP server for creating GIFs from your videos.

A MCP server for taking screenshots of webpages to use as feedback during UI developement.

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

Query more than 40 apps with one binary using SQL. It can also connect to your PostgreSQL, MySQL, or SQLite compatible database. Local-firs…

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

🎖️ 📇 🏠 MCP Server that support for querying and managing all resource in [Apache APISIX](https://github.com/apache/apisix).

An MCP server for interacting with Apple Reminders on macOS

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 server for searching and getting up-to-date information about NPM, Cargo, PyPi, and NuGet packages.

MCP server using the Aseprite API to create pixel art

Extract structured data from any website. Just prompt and get JSON.

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

Transform Claude Code with intelligent, real-time access to 90+ framework documentation sources. Get accurate, up-to-date code generation t…

Seamlessly Integrate Any API with AI Agents (with OpenAPI Schema)

An MCP server for basic local taskwarrior usage (add, update, remove tasks)

An MCP server for running code locally via Docker and supporting multiple programming languages.

A MCP Server that enhance your IDE with AI-powered assistance for Intlayer i18n / CMS tool: smart CLI access, access to the docs.

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

Analyze React code locally, generate docs / llm.txt for whole project at once

Allows to read notes and tags for the Bear Note taking app, through a direct integration with Bear's sqlitedb.

Provides comprehensive and accurate Bazi (Chinese Astrology) charting and analysis

MySQL database integration in NodeJS with configurable access controls and schema inspection

A MCP server that supports searching for Bilibili content. Provides LangChain integration examples and test scripts.

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

A Spring AI MCP-based service for retrieving ONES Waiki content and converting it to AI-friendly text format.

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

An MCP server paired with a browser extension that enables LLM clients to control the user's browser (Firefox).

Automate your local Chrome browser

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

This is a connector to allow Claude Desktop (or any MCP client) to read and search any directory containing Markdown notes (such as an Obsi…

Search campgrounds around the world on campertunity, check availability, and provide booking links

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

Wenyan MCP Server, which lets AI automatically format Markdown articles and publish them to WeChat GZH.

An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze…

MCP and MCP SSE Server that automatically generate API based on database schema and data. Supports PostgreSQL, Clickhouse, MySQL, Snowflake…

Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, and handling read status

Enhanced graph-based memory with a focus on AI role-play and story generation

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

A programming-focused task management system that boosts coding agents like Cursor AI with advanced task memory, self-reflection, and depen…

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

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

MCP Server for Unity3d Game Engine integration for game development

A MCP server for interacting with the Godot game engine, providing tools for editing, running, debugging, and managing scenes in Godot proj…

Use natural language to explore LLM observability, traces, and monitoring data captured by Opik.

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

AI-powered productivity suite connecting Todo, Idea, Journal, and Timer apps with Claude via Model Context Protocol.

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

Containerized environments for coding agents. Multiple agents can work independently, isolated in fresh containers and git branches. No con…

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…

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

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.

user-friendly read-only mysql mcp server for cursor and n8n...

Timezone-aware date and time operations with support for IANA timezones, timezone conversion, and Daylight Saving Time handling.

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

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

Local MCP server for searching 300,000+ foods, nutrition facts, and barcodes from the OpenNutrition database.

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

Crawl, embed, chunk, search, and retrieve information from datasets through [Trieve](https://trieve.ai)

Official MCP server to interact with Docker Hub, providing access to repositories, hub search and Docker Hardened Images

Airtable database integration with schema inspection, read and write capabilities

Open source podcast hosting platform

MCP server proxy that offers a Web UI to the full message flow

Plays [Melrōse](https://melrōse.org) music expressions as MIDI

Endor lets your AI agents run services like MariaDB, Postgres, Redis, Memcached, Alpine, or Valkey in isolated sandboxes. Get pre-configure…

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…

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

File merger tool, suitable for AI chat length limits.

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

Node.js-based MySQL database integration that provides secure MySQL database operations

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

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

A filesystem allowing for browsing and editing files implemented in Java using Quarkus. Available as jar or native image.

A secure MCP (Model Context Protocol) server that enables AI agents to interact with the Authenticator App.

Enable AI assistants to interact with your feature flags in [Flipt](https://flipt.io).

Interact with Flowcore to perform actions, ingest data, and analyse, cross reference and utilise any data in your data cores, or in public…

Typescript implementation of Kubernetes cluster operations for pods, deployments, services.

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

Define tools using regular GraphQL queries/mutations and gqai automatically generates an MCP server for you.

Extracts component information from Storybook design systems. Provides HTML, styles, props, dependencies, theme tokens and component metada…

A high-performance multi-database MCP server built with Golang, supporting MySQL & PostgreSQL (NoSQL coming soon). Includes built-in tools…

MongoDB Lens: Full Featured MCP Server for MongoDB Databases

Run any command with `run_command` and `run_script` tools.

A high-performance Rust reimplementation of WCGW for code agents, providing shell execution and advanced file management capabilities for L…

A Rust-based MCP server to integrate Cortex, enabling observable analysis and automated security responses through AI.

A Rust-based MCP server to integrate TheHive, facilitating collaborative security incident response and case management via AI.

A Rust-based MCP server bridging Wazuh SIEM with AI assistants, providing real-time security alerts and event data for enhanced contextual…

Connect any bitcoin lightning wallet to your agent to send and receive instant payments globally.

Bitcoin Lightning wallet integration powered by Nostr Wallet Connect

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

Use GitHub Gists to manage and access your personal knowledge, daily notes, and reusable prompts. This acts as a companion to https://gistp…

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

Interactive with Gitea instances with MCP.

This server enables LLMs to use calculator for precise numerical calculations

MCP server for GitHub Enterprise API integration

A CLI for interacting with GitKraken APIs. Includes an MCP server via `gk mcp` that not only wraps GitKraken APIs, but also Jira, GitHub, G…

GitLab platform integration for project management and CI/CD operations

An ntfy MCP server for sending/fetching ntfy notifications to your self-hosted ntfy server from AI Agents 📤 (supports secure token auth & m…

Access comprehensive, real-time financial data (stocks, options, crypto, forex) via developer-friendly, AI-native APIs offering unbeatable…

Provide coding agents direct access to Figma data to help them one-shot design implementation.

Generate and visualize unified diff comparisons with beautiful HTML/PNG output, supporting side-by-side and line-by-line views for filesyst…

Provides up-to-date documentation context for a specific Rust crate to LLMs via an MCP tool, using semantic search (embeddings) and LLM sum…

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

MCP Server for querying GreptimeDB.

Tools for creating and interacting with GrowthBook feature flags and experiments.

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…

Unified MCP server for GitLab and Jira: manage projects, merge requests, files, releases and tickets with AI agents.

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…

A Model Context Protocol server for querying and analyzing Azure resources at scale using Azure Resource Graph, enabling AI assistants to e…

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

An MCP server to create/update pages in Notion app & auto generate mdBooks from structured content.

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…

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

A MCP server for replacing Rest Clients like Postman/Insomnia, by allowing your LLM to maintain and use api collections.

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

A MCP server for interacting with [Go's Language Server Protocol (gopls)](https://github.com/golang/tools/tree/master/gopls) and benefit fr…

A MCP server for interacting with [Bruno API Client](https://www.usebruno.com/).

Generate visual charts using [Apache ECharts](https://echarts.apache.org) with AI MCP dynamically.

Generate [mermaid](https://mermaid.js.org/) diagram and chart with AI MCP dynamically.

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…

Run queries against InfluxDB OSS API v2.

A Model Context Protocol Server for [SearXNG](https://docs.searxng.org)

Gradle integration using the Gradle Tooling API to inspect projects, execute tasks, and run tests with per-test result reporting

A powerful image generation tool using Google's Imagen 3.0 API through MCP. Generate high-quality images from text prompts with advanced ph…

A Model Context Protocol (MCP) integration that provides Claude Desktop with autonomous browser automation capabilities.

An integration that allows Claude Desktop to interact with Hacker News using the Model Context Protocol (MCP).

An integration that allows Claude Desktop to interact with Spotify using the Model Context Protocol (MCP).

Model Context Protocol Server for aggregating RSS feeds in Claude Desktop.

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

A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators (iPhone, iPad, etc.) through natural language comma…

Official MCP server for InfluxDB 3 Core/Enterprise/Cloud Dedicated

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…

Debug your Container and Kubernetes workloads with an AI interface powered by eBPF.

Turn your [Make](https://www.make.com/) scenarios into callable tools for AI assistants.

IO Aerospace MCP Server: a .NET-based MCP server for aerospace & astrodynamics — ephemeris, orbital conversions, DSS tools, time conversion…

A Model Context Protocol (MCP) server for interacting with iOS simulators. This server allows you to interact with iOS simulators by gettin…

Look up IP address geolocation, network information, detect proxies and VPNs, and find abuse contact details using IPLocate.io

MCP Language Server helps MCP enabled clients navigate codebases more easily by giving them access to semantic tools like get definition, r…

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

Comprehensive MCP server for Apache Druid that provides extensive tools, resources, and prompts for managing and analyzing Druid clusters.

A Model Context Protocol (MCP) server that provides AI-powered search and querying capabilities for the Vercel AI SDK documentation.

MCP Server for Unity Editor and for a game made with Unity

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

Update, create, delete content, content-models and assets in your Contentful Space

Let the agent speak things out loud, notify you when he's done working with a quick summary

MCP server for fetching web page content using Playwright headless browser, supporting Javascript rendering and intelligent content extract…

A powerful MCP server for Google search that enables parallel searching with multiple keywords simultaneously.

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.

An MCP server that enables AI models to query the Bitcoin blockchain.

An MCP server that enables cross-LLM communication and memory sharing, allowing different AI models to collaborate and share context across…

An MCP server that stores and retrieves memories from multiple LLMs using MongoDB. Provides tools for saving, retrieving, adding, and clear…

Extracts essential code structure from large codebases into AI-digestible format, helping AI agents write code that correctly uses existing…

An MCP Server and VS Code Extension which enables (language agnostic) automatic debugging via breakpoints and expression evaluation.

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

Connect to JetBrains IDE

A MCP server playing chess against LLMs.

A Model Context Protocol (MCP) server that provides seamless integration with the [Things](https://culturedcode.com/things/) productivity a…

An MCP server built on [markmap](https://github.com/markmap/markmap) that converts **Markdown** to interactive **mind maps**. Supports mult…

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

A personal MCP (Model Context Protocol) server for securely storing and accessing API keys across projects using the macOS Keychain.

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…

An MCP server to communicate with the App Store Connect API for iOS Developers

An MCP server to list and launch applications on MacOS

An MCP server to control iOS Simulators

Model Context Protocol (MCP) server that provides comprehensive SQLite database interaction capabilities.

MCP server that gives AI assistants seamless access to shadcn/ui v4 components, blocks, demos, and metadata.

A native Model Context Protocol server for Ghidra. Includes GUI configuration and logging, 31 powerful tools and no external dependencies.

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)…

Fast, token-efficient web content extraction for AI agents - converts websites to clean Markdown while preserving links. Features Mozilla R…

Fast screenshot capture tool optimized for Claude Vision API. Automatically tiles full pages into 1072x1072 chunks for optimal AI processin…

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

Token-efficient access to OpenAPI/Swagger specs via MCP Resources.

A Model Context Protocol (MCP) server written in Go that empowers AI agents and Large Language Models (LLMs) to seamlessly interact with Ka…

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

Stop bloating your LLM context. Query & Extract only what you need from your JSON files.

- 🏎️ 🏠 This MCP Server will help you to manage projects and issues through [Plane's](https://plane.so) API

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

A Model Context Protocol Server for MongoDB

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

DuckDB database integration with schema inspection and query capabilities

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

A middleware server that enables multiple isolated instances of the same MCP servers to coexist independently with unique namespaces and co…

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

A Model Context Protocol server for Ghidra that enables LLMs to autonomously reverse engineer applications. Provides tools for decompiling…

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

An MCP server in Go for Lightpanda, the ultra fast headless browser designed for web automation

FIX Protocol (send orders, market data, etc.) written in TypeScript.

MCP server with basic demonstration of getting weather from Hong Kong Observatory

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…

MCPX is a production-ready, open-source gateway to manage MCP servers at scale—centralize tool discovery, access controls, call prioritizat…

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

A Model Context Protocol (MCP) server implementation that connects LLMs to the GeoServer REST API, enabling AI assistants to interact with…

A Model Context Protocol (MCP) server implementation that connects Large Language Models (LLMs) to GIS operations using GIS libraries, enab…

Fast Windows file search using Everything SDK

A local MCP server that generates animations using Manim.

powerful Kubernetes MCP server with additional support for OpenShift. Besides providing CRUD operations for **any** Kubernetes resource, th…

- 📇 🏠 Control Spotify playback and manage playlists.

Golang implementation for local file system access.

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…

A proxy tool for composing multiple MCP servers into one unified endpoint. Scale your AI tools by load balancing requests across multiple M…

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

Turn a web service into an MCP server in one click without making any code changes.

Read and analyze GitHub repositories with your LLM

One server. All tools. A unified MCP platform that connects many apps, tools, and services behind one powerful interface—ideal for local de…

Self-hosted MCP Server registry for enterprise AI Agents

enables building context-aware AI agents through a NextJS plugin ecosystem.

An MCP server that provides access to medical information, drug databases, and healthcare resources. Enables AI assistants to query medical…

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.

MetaMCP is the one unified middleware MCP server that manages your MCP connections with GUI.

A single-binary MCP server that converts source code into AST, regardless of language.

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

MCP Server for Android/iOS application and device automation, development and app scraping. Simulator/Emulator/Physical devices like iPhone…

MCP server that exercises all the features of the MCP protocol

Efficient web content fetching and processing for AI consumption

Direct local file system access.

Knowledge graph-based persistent memory system for maintaining context

PostgreSQL database integration with schema inspection and query capabilities

Browser automation for web scraping and interaction

SQLite database operations with built-in analysis features

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.

Token-efficient Go documentation server that provides AI assistants with smart access to package docs and types without reading entire sour…

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

MCP server that can execute commands such as keyboard input and mouse movement

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 enables AI assistants to interact with your local browsers.

integrates with the fastmcp library to expose the full range of NebulaBlock API functionalities as accessible tools

Formats files using `.editorconfig` rules, acting as a proactive formatting gatekeeper to ensure AI-generated code adheres to project-speci…

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

Discovery, exploration, reporting and root cause analysis using all observability data, including metrics, logs, systems, containers, proce…

Some useful tools for developer, almost everything an engineer need: confluence, Jira, Youtube, run script, knowledge base RAG, fetch URL…

Conversational recon interface and MCP server powered by httpx and asnmap. Supports various reconnaissance levels for domain analysis, secu…

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

A Terraform MCP server allowing AI assistants to manage and operate Terraform environments, enabling reading configurations, analyzing plan…

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

Lightning-Fast, High-Accuracy Deep Research Agent

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

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)

Turn a web API into an MCP server in 10 seconds and add it to the open source registry: https://open-mcp.org

A core banking integration for managing clients, loans, savings, shares, financial transactions and generating financial reports.

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

MCP Server that connects AI Agents to [Carbon Voice](https://getcarbon.app). Create, manage, and interact with voice messages, conversation…

Persistent intelligence infrastructure for agentic development that gives AI coding assistants cumulative memory and pattern learning. Hybr…

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

Connect with 2,500 APIs with 8,000+ prebuilt tools, and manage servers for your users, in your own app.

A comprehensive proxy server that combines multiple MCP servers into a single interface with extensive visibility features. It provides dis…

A powerful MCP server that enables AI assistants to seamlessly interact with Portainer instances, providing natural language access to cont…

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.

Gives LLMs the ability to manage Prisma Postgres databases (e.g. spin up new databases and run migrations or queries).

Outputs short-form Rust crate derived traits,interfaces, etc. from AST (uses same api as rust-analyzer), output limits (token estimation) &…

Justfile integration that enables LLMs to execute any CLI or script commands with parameters safely and easily, with environment variable s…

An MCP server that enables free web searching using Google search results, with no API keys required.

A MCP server for MobSF which can be used for static and dynamic analysis of Android and iOS application.

MCP server for interacting with Pulumi using the Pulumi Automation API and Pulumi Cloud API. Enables MCP clients to perform Pulumi operatio…

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

Docker container management and operations through MCP

MongoDB integration that enables LLMs to interact directly with databases.

Connect to any JDBC-compatible database and query, insert, update, delete, and more.

Draw on JavaFX canvas.

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

Xcode integration for project management, file operations, and build automation

A Javascript code execution sandbox that uses v8 to isolate code to run AI generated javascript locally without fear. Supports heap snapsho…

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

MCP server that lets LLMs know everything about your OpenAPI specifications to discover, explain and generate code/mock data

An MCP Server Integration with Apple Shortcuts

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

Create spaced repetition flashcards in [Rember](https://rember.com) to remember anything you learn in your chats.

A Kubernetes Model Context Protocol (MCP) server that provides tools for interacting with Kubernetes clusters through a standardized interf…

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…

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

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

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 Server to help LLMs suggest the latest stable package versions when writing code.

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…

MCP server for Thales CipherTrust Manager RestFul Data Protection service.

A Model Context Protocol (MCP) server that integrates with SonarQube to provide AI assistants with access to code quality metrics, issues…

A MCP server for the Discord integration. Enable your AI assistants to seamlessly interact with Discord. Enhance your Discord experience wi…

- 📇 🏠 This is an MCP server for interacting with the VRChat API. You can retrieve information about friends, worlds, avatars, and more in V…

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

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

A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to retrieve real-time syst…

MCP-K8S is an AI-driven Kubernetes resource management tool that allows users to operate any resources in Kubernetes clusters through natur…

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)

Connect any HTTP/REST API server using an Open API spec (v3)

MCP server to run shell commands securely, auditably, and on demand on isolated environments like docker.

- 🏎️ 🏠 🍎 🪟 🐧️ MCP server connecting AI systems to Stockfish chess engine.

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

MKP is a Model Context Protocol (MCP) server for Kubernetes that allows LLM-powered applications to interact with Kubernetes clusters. It p…

A MCP server that allows one to examine image metadata like EXIF, XMP, JFIF and GPS. This provides foundation for LLM-powered search and an…

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

Coding agent with basic list, read, replace_in_file, write, execute_command and web search tools. Supports multiple projects concurrently.

Kubernetes cluster operations through MCP

Enables agents to query local information about dependencies in a Ruby project's `Gemfile`.

Interacting with Notion API

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.

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

Access Home Assistant data and control devices (lights, switches, thermostats, etc).

MCP server which provides utilities to work with time and dates, with natural language, multiple formats and timezone convertion capabiliti…

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

An MCP server implementation to interact with Substrate-based blockchains. Built with Rust and interfacing the [subxt](https://github.com/p…

Go-based MCP Server for interfacing with Nutanix Prism Central resources.

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

Comprehensive TypeScript MCP server for Jira with 20+ tools covering complete project management workflow: issue CRUD, sprint management, c…

Play Tic Tac Toe against an AI opponent using this MCP server.

Your Ionic coding buddy enabled via MCP – build awesome mobile apps using React/Angular/Vue or even Vanilla JS!

Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources

This service provides fast and reliable transcriptions for audio/video files and voice memos. It allows LLMs to interact with the text cont…

Get up-to-date EC2 pricing information with one call. Fast. Powered by a pre-parsed AWS pricing catalogue.

Enables interactive LLM workflows by adding local user prompts and chat capabilities directly into the MCP loop.

MCP server exposing SSH control for Linux and Windows servers via Model Context Protocol. Securely execute remote shell commands with passw…

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.

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.

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

MCP server for managing and serving dynamic prompt templates using elegant and powerful text template engine.

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

Comprehensive developer tools for file editing, shell command execution, and screen capture capabilities

MCP Server for managing & interacting with Open Source NGFW OPNSense via Natural Language

Provides comprehensive integration with your [VictoriaLogs instance APIs](https://docs.victoriametrics.com/victorialogs/querying/#http-api)…

Provides comprehensive integration with your [VictoriaMetrics instance APIs](https://docs.victoriametrics.com/victoriametrics/url-examples/…

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

- ☁️ 🏠 The Wanaku MCP Router is a SSE-based MCP server that provides an extensible routing engine that allows integrating your enterprise s…

Geocoding MCP server for nominatim, ArcGIS, Bing

Provides MCP multi-cluster Kubernetes management and operations, featuring a management interface, logging, and nearly 50 built-in tools co…

Provides MCP multi-cluster Kubernetes management and operations. It can be integrated as an SDK into your own project and includes nearly 5…

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

MCP Server for kubernetes management, and analyze your cluster, application health

A swiss-army-knife that can manage/execute programs and read/write/search/edit code and text files.

CLI tool for testing MCP servers

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

An MCP tool for querying Solana transactions using natural language with Solscan API.

A Model Context Protocol server for reading iMessage data from macOS.

Production-ready MCP server for libSQL databases with comprehensive security and management tools.

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

A FastMCP-based tool that fetches Bilibili's trending videos and exposes them via a standard MCP interface.

Access any storage with Apache OpenDAL™

An implementation project of a JVM-based MCP (Model Context Protocol) server.

MCP server that searches Baseline status using Web Platform API

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

MCP server for WhatsApp Business Platform by YCloud.

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 Prometheus Model Context Protocol Server.

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

A Model Context Protocol (MCP) server that queries multiple Ollama models and combines their responses, providing diverse AI perspectives o…

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

A fully functional MCP server and CLI for YouTube to automate YouTube operation

MCP server that provides Typescript API information efficiently to the agent to enable it to work with untrained APIs

A Model Context Protocol (MCP) server that converts OpenAPI/Swagger specifications to MCP format, enabling AI assistants to interact with R…

An MCP server to flexibly fetch JSON, text, and HTML data

An MCP server to convert almost any file or web content into Markdown

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

This is a TypeScript-based MCP server that provides DuckDuckGo search functionality.

Easy to use, zero dependency MySQL MCP server built with Golang with configurable readonly mode and schema inspection.

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

Tool suite built around an MCP server for Android automation for developer workflow and testing

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

JADX-AI-MCP is a plugin and MCP Server for the JADX decompiler that integrates directly with Model Context Protocol (MCP) to provide live r…

A Model Context Protocol (MCP) server with built-in Feishu OAuth authentication, supporting remote connections and providing comprehensive…