MCP tool access to MarkItDown -- a library that converts many file formats (local or remote) to Markdown for LLM consumption.
MCP server that exercises all the features of the MCP protocol.
Discovery, exploration, reporting and root cause analysis using all observability data, including metrics, logs, systems, containers, processes, and network connections.
Up-to-date code documentation for LLMs and AI code editors.
Context compression layer for AI agents. Compresses tool outputs, logs, RAG chunks, files, and conversation history before they reach the LLM, with reversible retrieval through MCP tools.
Connect and unify data across various platforms and databases with MindsDB as a single MCP server.
Browser automation capabilities using Puppeteer, both support local and remote browser connection.
Official Microsoft Playwright MCP server, enabling LLMs to interact with web pages through structured accessibility snapshots
Official GitHub server for integration with repository management, PRs, issues, and more.
AI-powered task management system for AI-driven development. Features PRD parsing, task expansion, multi-provider support (Claude, OpenAI, Gemini, Perplexity, xAI), and selective tool loading for optimized context usage.
A high-level framework for building MCP servers in Python
A fully-featured coding agent that relies on symbolic code operations by using language servers.
MCP server for working with Blender
Automates browser-based workflows using LLMs and computer vision — navigate pages, fill forms, extract data, handle authentication, and automate any website via natural language
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.
Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources.
Run Python code in a secure sandbox via MCP tool calls.
Open source MCP server specializing in easy, fast, and secure tools for Databases.
Provide coding agents direct access to Figma data to help them one-shot design implementation.
Remote Storage Access: SFTP, S3, FTP, SMB, NFS, WebDAV, GIT, FTPS, gcloud, azure blob, sharepoint, etc.
Connect with 2,500 APIs with 8,000+ prebuilt tools, and manage servers for your users, in your own app.
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.
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 66 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
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.
AWS MCP servers for seamless integration with AWS services and resources.
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.
gitmcp.io is a generic remote MCP server to connect to ANY GitHub repository or project for documentation
Automate your local Chrome browser
A swiss-army-knife that can manage/execute programs and read/write/search/edit code and text files.
An MCP server for searching your personal WhatsApp messages, contacts and sending messages to individuals or groups
Extract and convert YouTube video information.
An MCP server using Playwright for browser automation and webscrapping
MCP server for Atlassian products (Confluence and Jira). Supports Confluence Cloud, Jira Cloud, and Jira Server/Data Center. Provides comprehensive tools for searching, reading, creating, and managing content across Atlassian workspaces.
MCP Server for Android/iOS application and device automation, development and app scraping. Simulator/Emulator/Physical devices like iPhone, Google Pixel, Samsung supported.
Create crafted UI components inspired by the best 21st.dev design engineers.
Baserow database integration with table search, list, and row create, read, update, and delete capabilities.
A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.
A MCP server for interacting with the Godot game engine, providing tools for editing, running, debugging, and managing scenes in Godot projects.
A Model Context Protocol server for generating visual charts using AntV.
Kubernetes bulk port forwarding with service discovery, /etc/hosts management, traffic monitoring, and pod log streaming.
Interacting with Obsidian via REST API
An Excel manipulation server providing workbook creation, data operations, formatting, and advanced features (charts, pivot tables, formulae).
Integration with Cloudflare services including Workers, KV, R2, and D1
Containerized environments for coding agents. Multiple agents can work independently, isolated in fresh containers and git branches. No conflicts, many experiments. Full execution history, terminal access to agent environments, git workflow. Any agent/model/infra stack.
An MCP server that indexes local code into a graph database to provide context to AI assistants with a graphical code visualizations for humans.
Tools and templates to create validated and maintainable data charts and dashboards.
Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more)
Connect AI agents to 600+ integrations with a single interface - OAuth, scaling, and monitoring included
MCP Server for Unity Editor and for a game made with Unity
A high-level framework for building MCP servers in TypeScript
Search dashboards, investigate incidents and query datasources in your Grafana instance
All-in-one MCP server for Postgres development and operations, with tools for performance analysis, tuning, and health checks
Search ArXiv research papers
MCP server that gives AI assistants seamless access to shadcn/ui v4 components, blocks, demos, and metadata.
An MCP server to convert almost any file or web content into Markdown
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.
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.
Discover, extract, and interact with the web - one interface powering automated access across the public internet.
MetaMCP is the one unified middleware MCP server that manages your MCP connections with GUI.
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.
A programming-focused task management system that boosts coding agents like Cursor AI with advanced task memory, self-reflection, and dependency management. ShrimpTaskManager
A Model Context Protocol (MCP) server for interacting with iOS simulators. This server allows you to interact with iOS simulators by getting information about them, controlling UI interactions, and inspecting UI elements.
Beelzebub is a honeypot framework that lets you build honeypot tools using MCP. Its purpose is to detect prompt injection or malicious agent behavior. The underlying idea is to provide the agent with tools it would never use in its normal work.
Yet another CLI tool for testing MCP servers
MySQL database integration in NodeJS with configurable access controls and schema inspection
MCP Server for Unity3d Game Engine integration for game development
Query more than 40 apps with one binary using SQL. It can also connect to your PostgreSQL, MySQL, or SQLite compatible database. Local-first and private by design.
powerful Kubernetes MCP server with additional support for OpenShift. Besides providing CRUD operations for **any** Kubernetes resource, this server provides specialized tools to interact with your cluster.
The most powerful MCP server for Slack Workspaces.
Coding agent with basic read, write and command line tools.
MCP Language Server helps MCP enabled clients navigate codebases more easily by giving them access to semantic tools like get definition, references, rename, and diagnostics.
A JavaScript-driven M5Stack-embedded super-kawaii robot with MCP server functionality for AI-controlled interactions and emotions.
Desktop GUI automation using accessibility APIs. Control Windows, macOS, and Linux applications without vision models or screenshots. Supports workflow recording, structured data extraction, and browser DOM inspection.
AI image generation & editing MCP server with 1,500+ curated prompt library, smart prompt enhancement, and multi-provider routing (local ComfyUI, MeiGen Cloud, OpenAI-compatible APIs).
Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bing, Baidu, DuckDuckGo, Brave, Exa, and CSDN.
Universal AI bridge for Obsidian vaults using MCP. Provides safe read/write access to notes with 11 comprehensive methods for vault operations including search, batch operations, tag management, and frontmatter handling. Works with Claude, ChatGPT, and any MCP-compatible AI assistant.
Typescript implementation of Kubernetes cluster operations for pods, deployments, services.
The official Terraform MCP Server seamlessly integrates with the Terraform ecosystem, enabling provider discovery, module analysis, and direct Registry API integration for advanced Infrastructure as Code workflows.
A Qdrant MCP server
Use 3,000+ pre-built cloud tools, known as Actors, to extract data from websites, e-commerce, social media, search engines, maps, and more
MCP server integration for DaVinci Resolve providing powerful tools for video editing, color grading, media management, and project control
MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines
The ROS MCP Server supports robot control by converting user-issued natural language commands into ROS or ROS2 control commands.
Web search using DuckDuckGo
Wenyan MCP Server, which lets AI automatically format Markdown articles and publish them to WeChat GZH.
A framework for creating multi-agent systems using MCP for coordinated AI collaboration, featuring task management, shared context, and RAG capabilities.
An MCP Server that autonomously debugs web applications with browser-use browser agents
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
Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, sending messages and handling read status.
Official Microsoft MCP server for Azure services including Storage, Cosmos DB, and Azure Monitor.
Web search capabilities using Brave's Search API
Production-ready RAG platform combining Graph RAG, vector search, and full-text search. Best choice for building your own Knowledge Graph and for Context Engineering
Model Context Protocol (MCP) Server for Jupyter.
Self-hosted MCP Server registry for enterprise AI Agents
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.
MCP server for fetching web page content using Playwright headless browser, supporting Javascript rendering and intelligent content extraction, and outputting Markdown or HTML format.
One-stop backend services for WeChat Mini-Programs and full-stack apps. Provides specialized MCP tools for serverless cloud functions, databases, and one-click deployment to production with China market access through WeChat ecosystem.
Meta Ads automation that just works. Trusted by 10,000+ businesses to analyze performance, test creatives, optimize spend, and scale results — simply and reliably.
connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more.
Model Context Protocol with Neo4j (Run queries, Knowledge Graph Memory, Manaage Neo4j Aura Instances)
Connect to JetBrains IDE
Built-in MCP server for ArcadeDB, a multi-model database (graph, document, key-value, time-series, vector) with SQL, Cypher, Gremlin, and MongoDB QL support.
A Model Context Protocol Server for SearXNG
A Model Context Protocol server for interacting with Google Sheets. This server provides tools to create, read, update, and manage spreadsheets through the Google Sheets API.
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.
Interacting with Notion API
Connect any HTTP/REST API server using an Open API spec (v3)
AI-powered developer assistant that enables advanced research, analysis and discovery across GitHub and NPM realms in realtime.
Provides MCP multi-cluster Kubernetes management and operations, featuring a management interface, logging, and nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources.
Apple Documentation MCP Server. Search Apple developer docs, Swift Evolution proposals, and 600+ sample code projects with full-text search.
Supabase MCP Server with support for SQL query execution and database exploration tools
browser-use packaged as an MCP server with SSE transport. includes a dockerfile to run chromium in docker + a vnc server.
ClickHouse database integration with schema inspection and query capabilities
MCP server that connects to Microsoft Office and the whole Microsoft 365 suite using Graph API (including Outlook, mail, files, Excel, calendar)
An MCP server to flexibly fetch JSON, text, and HTML data
A MCP Server that enhance your IDE with AI-powered assistance for Intlayer i18n / CMS tool: smart CLI access, access to the docs.
Sentry.io integration for error tracking and performance monitoring
Browse Reddit posts, search content, and analyze user activity without API keys. Works out-of-the-box with Claude Desktop.
Integrate with Docker to manage containers, images, volumes, and networks.
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.
MCP server providing accurate information about NixOS packages, system options, Home Manager configurations, and nix-darwin macOS settings to prevent AI hallucinations.
A reverse proxy and management layer for MCP servers, enabling scalable, session-aware routing and lifecycle management in Kubernetes environments.
Allow AI agents to scan code for security vulnerabilites using Semgrep.
The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents
Golang implementation for local file system access.
A Model Context Protocol server for Mem0 that helps manage coding preferences and patterns, providing tools for storing, retrieving and semantically handling code implementations, best practices and technical documentation in IDEs like Cursor and Windsurf
The CLI for PlanetScale Database.
A native Model Context Protocol server for Ghidra. Includes GUI configuration and logging, 31 powerful tools and no external dependencies.
Seamlessly Integrate Any API with AI Agents (with OpenAPI Schema)
MCP server for interacting with Neon Management API and databases.
A local MCP server that generates animations using Manim.
MCP Server for Integrating LINE Official Account
Generate mermaid diagram and chart with AI MCP dynamically.
Visual DOM element selector for agentic coding tools. Chrome extension + MCP server bridge for Claude Code, Cursor, Windsurf etc. Option+Click to capture elements.
Official MCP server for dbt (data build tool) providing integration with dbt Core/Cloud CLI, project metadata discovery, model information, and semantic layer querying capabilities.
Access Home Assistant data and control devices (lights, switches, thermostats, etc).
Chroma MCP server to access local and cloud Chroma instances for retrieval capabilities
Fetch YouTube subtitles and transcripts for AI analysis
A fully functional MCP server and CLI for YouTube to automate YouTube operation
A Model Context Protocol server that provides access to iTerm. You can run commands and ask questions about what you see in the iTerm terminal.
MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more.
Enable AI LLMs to execute trades using MetaTrader 5 platform
The Redis official MCP Server offers an interface to manage and search data in Redis.
Natural language PostgreSQL queries with automatic streaming, read-only safety, and universal database compatibility.
MCP and MCP SSE Server that automatically generate API based on database schema and data. Supports PostgreSQL, Clickhouse, MySQL, Snowflake, BigQuery, Supabase
Biomedical research MCP server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info.
MCP server to interact with browser-based meeting platforms (Zoom, Teams, Google Meet). Enables AI agents to send bots to online meetings, gather live transcripts, speak text, and send messages in the meeting chat.
An MCP Server and VS Code Extension which enables (language agnostic) automatic debugging via breakpoints and expression evaluation.
MCP server exposing SSH control for Linux and Windows servers via Model Context Protocol. Securely execute remote shell commands with password or SSH key authentication.
An MCP server that prevents cascading errors and scope creep by calling a "Vibe-check" agent to ensure user alignment.
Integration with gmail and Google Calendar.
Query and analyze Prometheus, open-source monitoring system.
APKTool MCP Server is a MCP server for the Apk Tool to provide automation in reverse engineering of Android APKs.
Provides tools to search Airbnb and get listing details.
A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.
MCPX is a production-ready, open-source gateway to manage MCP servers at scale—centralize tool discovery, access controls, call prioritization, and usage tracking to simplify agent workflows.
Dead code detection, security scanning, and code quality analysis for Python, TypeScript, and Go. 98% recall with fewer false positives than Vulture. Includes AI-powered remediation.
Airtable database integration with schema inspection, read and write capabilities
A Model Context Protocol (MCP) server that connects to Strava API, providing tools to access Strava data through LLMs
CLI tool for testing MCP servers
LongPort OpenAPI provides real-time stock market data, provides AI access analysis and trading capabilities through MCP.
Official Kagi Search MCP Server
A CLI for interacting with GitKraken APIs. Includes an MCP server via gk mcp that not only wraps GitKraken APIs, but also Jira, GitHub, GitLab, and more. Works with local tools and remote services.
An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL.
Universal SQLAlchemy-based database integration supporting PostgreSQL, MySQL, MariaDB, SQLite, Oracle, MS SQL Server and many more databases. Features schema and relationship inspection, and large dataset analysis capabilities.
Control Android devices with AI through MCP, enabling device control, debugging, system analysis, and UI automation with a comprehensive security framework.
Allows the AI to query GraphQL servers
Provides comprehensive and accurate Bazi (Chinese Astrology) charting and analysis
A high-performance multi-database MCP server built with Golang, supporting MySQL & PostgreSQL (NoSQL coming soon). Includes built-in tools for query execution, transaction management, schema exploration, query building, and performance analysis, with seamless Cursor integration for enhanced database workflows.
Intelligent search capabilities to let every model and client use Claude Agent Skills like native.
A Binary Ninja plugin, MCP server, and bridge that seamlessly integrates Binary Ninja with your favorite MCP client. It enables you to automate the process of performing binary analysis and reverse engineering.
Use HuggingFace Spaces directly from Claude. Use Open Source Image Generation, Chat, Vision tasks and more. Supports Image, Audio and text uploads/downloads.
Kubernetes cluster operations through MCP
Xcode integration for project management, file operations, and build automation
MCP server that integrates Microsoft Teams messaging (read, post, mention, list members and threads)
Comprehensive blockchain services for 30+ EVM networks, supporting native tokens, ERC20, NFTs, smart contracts, transactions, and ENS resolution.
Azure DevOps integration for repository management, work items, and pipelines.
Ingest anything from Slack, Discord, websites, Google Drive, Linear or GitHub into a Graphlit project - and then search and retrieve relevant knowledge within an MCP client like Cursor, Windsurf or Cline.
Control Spotify playback and manage playlists.
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.
A Terraform MCP server allowing AI assistants to manage and operate Terraform environments, enabling reading configurations, analyzing plans, applying configurations, and managing Terraform state.
A MCP server for the Discord integration. Enable your AI assistants to seamlessly interact with Discord. Enhance your Discord experience with powerful automation capabilities.
An MCP server for Massive.com Financial Market Data
Enterprise-grade MCP orchestration platform to create, deploy, and manage custom MCP servers on-premises
Base Network integration for onchain tools, allowing interaction with Base Network and Coinbase API for wallet management, fund transfers, smart contracts, and DeFi operations
Enables interactive LLM workflows by adding local user prompts and chat capabilities directly into the MCP loop.
Enhanced graph-based memory with a focus on AI role-play and story generation
Yahoo Finance integration to fetch stock market data including options recommendations
Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, and handling read status
MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features.
An MCP server to communicate with the App Store Connect API for iOS Developers
Privacy-first document search server running entirely locally. Supports semantic search over PDFs, DOCX, TXT, and Markdown files with LanceDB vector storage and local embeddings - no API keys or cloud services required.
ComputerVision-based sorcery of image recognition and editing tools for AI assistants.
Connect AI assistants to Odoo ERP systems for business data access, record management, and workflow automation.
An MCP server that integrates with Xero's API, allowing for standardized access to Xero's accounting and business features.
A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators (iPhone, iPad, etc.) through natural language commands.
Share code context with LLMs via MCP or clipboard
An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with comprehensive tool support.
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.
An MCP server paired with a browser extension that enables LLM clients to control the user's browser (Firefox).
A Model Context Protocol server that provides browser automation capabilities using Playwright
Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores, helping AI assistants understand the codebase.
Interactive smart contract generator based on OpenZeppelin Contracts.
Open-source MCP server for Snowflake from official Snowflake-Labs supports prompting Cortex Agents, querying structured & unstructured data, object management, SQL execution, semantic view querying, and more. RBAC, fine-grained CRUD controls, and all authentication methods supported.
Run untrusted Python/JavaScript code in WebAssembly sandboxes.
MCP Server implementation that provides Elasticsearch interaction
Model Context Protocol (MCP) Server for reading from Google Drive and editing Google Sheets.
Provides up-to-date documentation context for a specific Rust crate to LLMs via an MCP tool, using semantic search (embeddings) and LLM summarization.
A Model Context Protocol Server for MongoDB
Deterministic execution engine for AI agents with 412 modules across 78 categories (browser, file, Docker, data, crypto, scheduling). Features execution trace, evidence snapshots, replay from any step, and supports both STDIO and Streamable HTTP transport.
Add, Analyze, Search, and Generate Video Edits from your Video Jungle Collection
Streaming KoliBri MCP server (NPM: @public-ui/mcp) delivering 200+ guaranteed accessible web component samples, specs, docs, and scenarios via hosted HTTP endpoint or local kolibri-mcp CLI.
A suite of marketing tools from Open Strategy Partners including writing style, editing codes, and product marketing value map creation.
A powerful MCP server for Google search that enables parallel searching with multiple keywords simultaneously.
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
A Nix-based configuration framework for Model Context Protocol (MCP) servers with ready-to-use packages.
A JetBrains IDE plugin that exposes an MCP server, enabling AI coding assistants to leverage the IDE's indexing and refactoring capabilities (rename, safe delete, find references, call hierarchy, type hierarchy, diagnostics and more).
Help agents automatically write and test stories for your UI components.
MCP server for Radare2 disassembler. Provides AI with capability to disassemble and look into binaries for reverse engineering.
AI-native directory visualization with semantic analysis, ultra-compressed formats for AI consumption, and 10x token reduction. Supports quantum-semantic mode with intelligent file categorization.
Supports SSE, STDIO; not only limited to MySQL's CRUD functionality; also includes database exception analysis capabilities; controls database permissions based on roles; and makes it easy for developers to extend tools with customization
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.
Firebase services including Auth, Firestore and Storage.
Generate visual charts using Apache ECharts with AI MCP dynamically.
Curated directory of x402 payment protocol resources, MCP servers, and tools for HTTP 402-based USDC payments on Base, Arbitrum, and other EVM chains.
Provide coding agents direct access to Figma data to help them write Flutter code for building apps including assets exports, widgets maintenance and full screens implementations.
An MCP server that supports fetching data from a database using natural language queries, powered by XiyanSQL as the text-to-SQL LLM.
A Model Context Protocol (MCP) server for generating a beautiful interactive mindmap.
A coding agent for Max (Max/MSP/Jitter), which is a visual programming language for music and multimedia.
MCP Server for Milvus / Zilliz, making it possible to interact with your database.
Zabbix integration for hosts, items, triggers, templates, problems, data and more.
Run any command with run_command and run_script tools.
A MCP server for Unsplash image search.
Connect to VSCode ide and use semantic tools like find_usages
Cognitive memory for AI agents with Hebbian learning, 3-tier architecture, and knowledge graphs. Single ~15MB binary, runs offline on edge devices.
A Rust-based MCP server bridging Wazuh SIEM with AI assistants, providing real-time security alerts and event data for enhanced contextual understanding.
An MCP server that provides access to exported data from Apple Health. Data analytics included.
MCP server using the Aseprite API to create pixel art
An MCP server built on markmap that converts Markdown to interactive mind maps. Supports multi-format exports (PNG/JPG/SVG), live browser preview, one-click Markdown copy, and dynamic visualization features.
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.
Use natural language to explore LLM observability, traces, and monitoring data captured by Opik.
An MCP server for Apify's open-source RAG Web Browser Actor to perform web searches, scrape URLs, and return content in Markdown.
MongoDB Lens: Full Featured MCP Server for MongoDB Databases
An OpenStreetMap MCP server with location-based services and geospatial data.
Search, read, create, and update Bear Notes directly from Claude. Local-only with complete privacy.
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.
MCP for LLM to search and read papers from arXiv
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.
An MCP server for connecting to any OpenTelemetry backend (Datadog, Grafana, Dynatrace, Traceloop, etc.).
A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.
Local MCP server for searching 300,000+ foods, nutrition facts, and barcodes from the OpenNutrition database.
OpenAPI-MCP: Dockerized MCP Server to allow your AI agent to access any API with existing api docs.
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.
Provides comprehensive integration with your VictoriaMetrics instance APIs and documentation for monitoring, observability, and debugging tasks related to your VictoriaMetrics instances
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
Snowflake integration implementing read and (optional) write operations as well as insight tracking
MCP to interface with multiple blockchains, staking, DeFi, swap, bridging, wallet management, DCA, Limit Orders, Coin Lookup, Tracking and more.
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
Unreal Engine 5.7 editor plugin that gives AI assistants full read/write access to Blueprints, Materials, Animation, Niagara, Config, Editor, Project Index, and Engine Source via MCP. 119 actions across 9 domains. Pure C++, embedded Streamable HTTP server, no Python bridges.
DuckDB database integration with schema inspection and query capabilities
A MCP Server and an extension enables natural language control of NVIDIA Isaac Sim, Lab, OpenUSD and etc.
Turn a web service into an MCP server in one click without making any code changes.
A secure shell command execution server implementing the Model Context Protocol (MCP)
A MCP server that supports searching for Bilibili content. Provides LangChain integration examples and test scripts.
MCP server that provides AgentQL's data extraction capabilities.
Search via search1api (requires paid API key)
Coding agent with basic list, read, replace_in_file, write, execute_command and web search tools. Supports multiple projects concurrently.
Integrates with Facebook Pages to enable direct management of posts, comments, and engagement metrics through the Graph API for streamlined social media management.
Command line interface with secure execution and customizable security policies
Interact with TikTok videos
Persistent intelligence infrastructure for agentic development that gives AI coding assistants cumulative memory and pattern learning. Hybrid TypeScript/Rust implementation with local-first storage using SQLite + SurrealDB for semantic analysis and incremental codebase understanding.
This server supports remote MCP connections, includes built-in Google OAuth, and provide an interface to the Google Tag Manager API.
MCP to search and read medical / life sciences papers from PubMed.
An MCP server that bridges to multiple OpenAI-compatible LLMs - your AI rubber duck debugging panel for explaining problems to various AI "ducks" and getting different perspectives
MCP server that connects to Apache Airflow using official client.
MCP server to access and manage LLM application prompts created with Langfuse) Prompt Management.
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.
Persistent memory for AI coding agents with semantic search, auto-capture, cross-session learning, and intelligent forgetting. #1 on LongMemEval (95.4%).
Node.js-based MySQL database integration that provides secure MySQL database operations
MCP server for Typst, a markup-based typesetting system. It provides tools for converting between LaTeX and Typst, validating Typst syntax, and generating images from Typst code.
The Scrapeless Model Context Protocol service acts as an MCP server connector to the Google SERP API, enabling web search within the MCP ecosystem without leaving it.
Turn your Make scenarios into callable tools for AI assistants.
Extract content from URLs, documents, videos, and audio files using intelligent auto-engine selection. Supports web pages, PDFs, Word docs, YouTube transcripts, and more with structured JSON responses.
A Model Context Protocol (MCP) server implementation that connects Large Language Models (LLMs) to GIS operations using GIS libraries, enabling AI assistants to perform accurate geospatial operations and transformations.
Provides access to OpenTelemetry traces and metrics through Logfire
An MCP Server to connect to your Weaviate collections as a knowledge base as well as using Weaviate as a chat memory store.
Confluent integration to interact with Confluent Kafka and Confluent Cloud REST APIs.
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.
An MCP server that uses yfinance to obtain information from Yahoo Finance.
Deep Research for crypto - free & fully local
Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repositories, pull requests, workspaces, and code in real time.
Official MCP server to interact with Docker Hub, providing access to repositories, hub search and Docker Hardened Images
MCP service for Tablestore, features include adding documents, semantic search for documents based on vectors and scalars, RAG-friendly, and serverless.
Interact with Postman API
A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, and search atomic notes through Claude and other MCP-compatible clients.
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.
A Node.js MCP server that spins up isolated Docker-based sandboxes for executing JavaScript snippets with on-the-fly npm dependency installation and clean teardown
Chat with any other OpenAI SDK Compatible Chat Completions API, like Perplexity, Groq, xAI and more
Workflow for fixing build issues in ESP32 series chips using ESP-IDF.
LLM-driven context and memory management with wide-recall + precise-reranking RAG architecture. Features multi-dimensional retrieval (vector/timeline/knowledge graph), short/long-term memory, and complete MCP support (HTTP/WebSocket/SSE).
This server enables LLMs to use calculator for precise numerical calculations
An MCP server for interacting with PostHog analytics, feature flags, error tracking and more.
SerpApi MCP Server for Google and other search engine results. Provides multi-engine search across Google, Bing, Yahoo, DuckDuckGo, YouTube, eBay, and more with real-time weather data, stock market information, and flexible JSON response modes.
Provides MCP multi-cluster Kubernetes management and operations. It can be integrated as an SDK into your own project and includes nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources.
An MCP server for interacting with Apple Reminders on macOS
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 th
Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities
This Model Context Protocol server implementation of Asana allows you to talk to Asana API from MCP Client such as Anthropic's Claude Desktop Application, and many more.
An MCP server to Manage Google Tasks
MCP server for querying the Shodan API and Shodan CVEDB. This server provides tools for IP lookups, device searches, DNS lookups, vulnerability queries, CPE lookups, and more.
Integrates with Linear project management system
An MCP server for accessing real-time crypto market data and trading via 20+ exchanges using the CCXT library. Supports spot, futures, OHLCV, balances, orders, and more.
Get the LaTeX source of arXiv papers to handle mathematical content and equations
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.
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
Octagon AI Agents to integrate private and public market data
MCP server for querying the VirusTotal API. This server provides tools for scanning URLs, analyzing file hashes, and retrieving IP address reports.
A comprehensive proxy server that combines multiple MCP servers into a single interface with extensive visibility features. It provides discovery and management of tools, prompts, resources, and templates across servers, plus a playground for debugging when building MCP servers.
A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data and analytics.
MCP server acting as an interface to the Google Ads, enabling programmatic access to Google Ads data and management features.
BigQuery database integration with schema inspection and query capabilities
An MCP server providing a range of cryptocurrency technical analysis indicators and strategie.
primitive" RAG-like web search model context protocol (MCP) server that runs locally. No APIs needed.
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.
Transform Claude Code with intelligent, real-time access to 90+ framework documentation sources. Get accurate, up-to-date code generation that follows current best practices for React, Next.js, Laravel, FastAPI, Tailwind CSS, and more.
Google News integration with automatic topic categorization, multi-language support, and comprehensive search capabilities including headlines, stories, and related topics through SerpAPI.
Model Context Protocol server for Fast Healthcare Interoperability Resources (FHIR) APIs. Provides seamless integration with FHIR servers, enabling AI assistants to search, retrieve, create, update, and analyze clinical healthcare data with SMART-on-FHIR authentication support.
Token-efficient Go documentation server that provides AI assistants with smart access to package docs and types without reading entire source files
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.
An MCP server that integrates with the Freqtrade cryptocurrency trading bot.
A MCP server that enables AI assistants to operation resources on Alibaba Cloud, supporting ECS, Cloud Monitor, OOS and widely used cloud products.
Web, Image, News, Video, and Local Point of Interest search capabilities using Brave's Search API
An MCP Server to help LLMs suggest the latest stable package versions when writing code.
MCP server enabling automated access to LeetCode's programming problems, solutions, submissions and public data with optional authentication for user-specific features (e.g., notes), supporting both leetcode.com (global) and leetcode.cn (China) sites.
Multi-cluster Kubernetes dashboard with built-in MCP server (kc-agent) for AI-assisted operations, real-time observability, and integrations with 20+ CNCF projects across edge and cloud clusters.
MCP for semantic code search & navigation that reduces token waste
MCP server to interact with the Discogs API
Predict anything with Chronulus AI forecasting and prediction agents.
Model Context Protocol (MCP) server that provides comprehensive SQLite database interaction capabilities.
A Go implementation of a Model Context Protocol (MCP) server for Trino
Vectorize MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.
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.
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.
Provides the ability to generate images via Replicate's API.
Making enterprise AI infrastructure universally accessible. Edge-first platform unifying 12 providers and 100+ models with multi-agent orchestration, HITL workflows, guardrails middleware, and context summarization.
Enhances any agent's reasoning capabilities by integrating the think-tools, as described in Anthropic's article.
OpenAI GPT image generation/editing MCP server.
A Model Context Protocol (MCP) server for querying the CVE-Search API. This server provides comprehensive access to CVE-Search, browse vendor and product、get CVE per CVE-ID、get the last updated CVEs.
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
The ThingsBoard MCP Server provides a natural language interface for LLMs and AI agents to interact with your ThingsBoard IoT platform.
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.
Alpha Vantage API integration to fetch both stock and crypto information
DICOM integration to query, read, and move medical images and reports from PACS and other DICOM compliant systems.
Generate visualizations from fetched data using the VegaLite format and renderer.
Access real-time gaming data across popular titles like League of Legends, TFT, and Valorant, offering champion analytics, esports schedules, meta compositions, and character statistics.
Universal database MCP server supporting multiple database types including PostgreSQL, Redshift, CockroachDB, MySQL, RDS MySQL, Microsoft SQL Server, BigQuery, Oracle DB, and SQLite.
TSgram: Telegram + Claude with local workspace access on your phone in typescript. Read, write, and vibe code on the go!
Interact seamlessly with issues and merge requests of your GitLab projects.
Lightning-Fast, High-Accuracy Deep Research Agent
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.
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 diagram".
This is a Python-based MCP server that provides OpenAI web_search build-in tool.
MCP Server for Lara Translate API, enabling powerful translation capabilities with support for language detection and context-aware translations.
A MCP server for interacting with Go's Language Server Protocol (gopls) and benefit from advanced Go code analysis features.
A universal database MCP server supporting simultaneous connections to multiple databases. It provides tools for database operations, health analysis, SQL optimization, and more. Compatible with mainstream databases including MySQL, PostgreSQL, SQL Server, MariaDB, Dameng, and Oracle. Supports Streamable HTTP, SSE, and STDIO; integrates OAuth 2.0; and is designed for easy customization and extensi
Allow AI agents to interact with Alchemy's blockchain APIs.
Enable AI Agents to fix build failures from CircleCI.
Enhance AI-generated code quality through intelligent, prompt-based analysis across 10 critical dimensions from complexity to security vulnerabilities
Retrieve context from your Ragie (RAG) knowledge base connected to integrations like Google Drive, Notion, JIRA and more.
A single-binary MCP server that converts source code into AST, regardless of language.
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.
An implementation project of a JVM-based MCP (Model Context Protocol) server.
A Model Context Protocol (MCP) server with built-in Feishu OAuth authentication, supporting remote connections and providing comprehensive Feishu document management tools including block creation, content updates, and advanced features.
interact with Keboola Connection Data Platform. This server provides tools for listing and accessing data from Keboola Storage API.
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）
Build iOS Xcode workspace/project and feed back errors to llm.
MCP server for ROS2 enabling AI-driven robotics applications and services.
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.
An MCP server to interact with a Tinybird Workspace from any MCP client.
A Model Context Protocol (MCP) server that queries multiple Ollama models and combines their responses, providing diverse AI perspectives on a single question.
This is a TypeScript-based MCP server that provides DuckDuckGo search functionality.
A zero-configuration Go library to automatically expose existing Gin web framework APIs as MCP tools.
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
Web search capabilities using Microsoft Bing Search API
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 to an S3 bucket.
Official MCP server enabling seamless orchestration of hyperparameter search and other optimization tasks with Optuna.
A MCP server integrating AniList API for anime and manga information
Tool suite built around an MCP server for Android automation for developer workflow and testing
A middleware server that enables multiple isolated instances of the same MCP servers to coexist independently with unique namespaces and configurations.
A Dockerized Python MCP server that bridges your local AI (e.g., Claude Desktop, etc) with the QuantConnect API—empowering you to create projects, backtest strategies, manage collaborators, and deploy live-trading workflows directly via natural-language prompts.
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.
An integration that allows LLMs to interact with Raindrop.io bookmarks using the Model Context Protocol (MCP).
Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the data for insights and visualizations.
Access Chess.com player data, game records, and other public information through standardized MCP interfaces, allowing AI assistants to search and analyze chess information.
An MCP server for querying wolfram alpha API.
An MCP server to search Hacker News, get top stories, and more.
Token-efficient access to OpenAPI/Swagger specs via MCP Resources.
PiAPI MCP server makes users able to generate media content with Midjourney/Flux/Kling/Hunyuan/Udio/Trellis directly from Claude or any other MCP-compatible apps.
Providing latest cryptocurrency news to AI agents, powered by CryptoPanic.
An MCP server for real-time Fantasy Premier League data and analysis tools.
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
Update, create, delete content, content-models and assets in your Contentful Space
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.
An MCP server to interface with the Google Calendar API. Based on TypeScript.
Query and analyze Azure Data Explorer databases