MCP tool access to MarkItDown a library that converts many file formats (local or remote) to Markdown for LLM consumption.
pip install -e 'packages/markitdown[all]'MCP tool access to MarkItDown a library that converts many file formats (local or remote) to Markdown for LLM consumption.
pip install -e 'packages/markitdown[all]'Reference / test server with prompts, resources, and tools.
npx -y @modelcontextprotocol/server-everythingUp-to-date code documentation for LLMs and AI code editors.
npx ctx7 setupConnect 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.
npx @agent-tars/cli@latestOfficial GitHub server for integration with repository management, PRs, issues, and more.
AI-powered task management system for AI-driven development.
npx task-master initA high-level framework for building MCP servers in Python
A fully-featured coding agent that relies on symbolic code operations by using language servers.
The official Python SDK for Model Context Protocol servers and clients
pip install "mcp[cli]"MCP server for working with Blender
Manage repositories, issues, pull requests, and code search across GitHub from inside Claude.
npx -y @modelcontextprotocol/server-githubLocal-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…
npx screenpipe recordMemory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources
pip install cogneeRun Python code in a secure sandbox via MCP tool calls
Secure, sandboxed read/write access to a configured set of local directories with path allow-listing.
npx -y @modelcontextprotocol/server-filesystem ~/projectsHindsight: Agent Memory That Works Like Human Memory - Built for AI Agents to manage Long Term Memory
npx skills add https://github.com/vectorize-io/hindsight --skill hindsight-docsOpen source MCP server specializing in easy, fast, and secure tools for Databases.
npx @toolbox-sdk/server --config tools.yamlRemote Storage Access: SFTP, S3, FTP, SMB, NFS, WebDAV, GIT, FTPS, gcloud, azure blob, sharepoint, etc.
Transform 17 source types (docs, GitHub repos, PDFs, videos, Jupyter, Confluence, Notion, Slack/Discord) into AI-ready skills and RAG knowledge.
pip install skill-seekersA persistent knowledge-graph memory: entities, relations and observations that survive across sessions.
npx -y @modelcontextprotocol/server-memoryRead-only SQL access with schema introspection. Inspect tables, run queries, and explain plans safely.
npx -y @modelcontextprotocol/server-postgres postgresql://localhost/mydbThe official TypeScript SDK for Model Context Protocol servers and clients
Connect with 2,500 APIs with 8,000+ prebuilt tools, and manage servers for your users, in your own app.
Drive a headless Chromium browser — navigate, click, fill forms, screenshot and scrape rendered pages.
npx -y @modelcontextprotocol/server-puppeteerAn 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.
npx @inbox-zero/cli setup # One-time setup wizardA structured tool for breaking complex problems into revisable, branchable chains of thought.
npx -y @modelcontextprotocol/server-sequential-thinkingFetch a URL and convert HTML to clean Markdown for the model, with chunked reads for long pages.
uvx mcp-server-fetchAccessibility-tree driven browser automation across Chromium, Firefox and WebKit — no pixels required.
npx -y @playwright/mcp@latestMCP 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.
pip install https://github.com/mrexodia/ida-pro-mcp/archive/refs/heads/main.zipA Model Context Protocol server for Ghidra that enables LLMs to autonomously reverse engineer applications.
Query and mutate local SQLite databases, with built-in business-insight memo tooling.
npx -y @modelcontextprotocol/server-sqlite ./app.dbPost messages, read channels and threads, and resolve users across a Slack workspace.
npx -y @modelcontextprotocol/server-slackgitmcp.io is a generic remote MCP server to connect to ANY GitHub repository or project for documentation
npx mcp-remote https://gitmcp.io/{owner}/{repo}Web and local search via the Brave Search API, with pagination and freshness controls.
npx -y @modelcontextprotocol/server-brave-searchSearch Drive and read Docs, Sheets and Slides as text. OAuth-scoped, read-first access.
npx -y @modelcontextprotocol/server-gdriveA swiss-army-knife that can manage/execute programs and read/write/search/edit code and text files.
npx @wonderwhy-er/desktop-commander@latest setupAn MCP server for searching your personal WhatsApp messages, contacts and sending messages to individuals or groups
Extract and convert YouTube video information.
pipx install strata-mcpGeocoding, place search, directions and distance matrix via Google Maps. Archived — see provider SDK.
npx -y @modelcontextprotocol/server-google-mapsAn MCP server using Playwright for browser automation and webscrapping
npx @michaellatman/mcp-get@latest install @executeautomation/playwright-mcp-serverList, run, stop and inspect containers and images via the local Docker engine socket.
npx -y docker-mcpMCP server for Atlassian products (Confluence and Jira). Supports Confluence Cloud, Jira Cloud, and Jira Server/Data Center.
MCP Server for Android/iOS application and device automation, development and app scraping. Simulator/Emulator/Physical devices like iPhone, Google Pixel, Samsung supported.
npx @mobilenext/mobile-mcp@latestCreate crafted UI components inspired by the best 21st.dev design engineers.
npx @21st-dev/cli@latest install <client> --api-key <key>Baserow database integration with table search, list, and row create, read, update, and delete capabilities.
Current time and timezone conversion — a tiny utility that grounds the model in real wall-clock time.
uvx mcp-server-timeThe official Go SDK for Model Context Protocol servers and clients. Maintained in collaboration with Google.
The official C# SDK for Model Context Protocol servers and clients. Maintained in collaboration with Microsoft.
Work with projects, merge requests, issues and pipelines on GitLab.com or a self-hosted instance.
npx -y @modelcontextprotocol/server-gitlabA Model Context Protocol server for generating visual charts using AntV.
npx skills add antvis/chart-visualization-skillsKubernetes bulk port forwarding with service discovery, /etc/hosts management, traffic monitoring, and pod log streaming
A MCP server for interacting with the Godot game engine, providing tools for editing, running, debugging, and managing scenes in Godot projects.
An Excel manipulation server providing workbook creation, data operations, formatting, and advanced features (charts, pivot tables, formulae).
uvx excel-mcp-server stdioInspect pods, deployments and services, read logs and apply manifests against a kube context.
npx -y mcp-server-kubernetesContainerized environments for coding agents. Multiple agents can work independently, isolated in fresh containers and git branches. No conflicts, many experiments.
MCP server that exposes RocketRide AI pipelines as tools for Claude, Cursor, and Windsurf. Self-hosted, open-source pipeline tool with multi-LLM support.
Tools and templates to create validated and maintainable data charts and dashboards.
pip install vizroAn MCP server that indexes local code into a graph database to provide context to AI assistants with a graphical code visualizations for humans.
pip install codegraphcontextStore and semantically retrieve memories in a Qdrant vector collection — a drop-in semantic memory layer.
uvx mcp-server-qdrantThe official Rust SDK for the Model Context Protocol
The official Java SDK for Model Context Protocol servers and clients. Maintained in collaboration with Spring AI
npx @modelcontextprotocol/conformance server --url http://localhost:8080/mcp --suite activeAutomate 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
pip install metorial pydantic-ai python-dotenvRun aggregations and CRUD operations, inspect collections and indexes on a MongoDB cluster.
npx -y mongodb-mcp-serverA high-level framework for building MCP servers in TypeScript
npx fastmcp dev src/examples/addition.tsSearch dashboards, investigate incidents and query datasources in your Grafana instance
uvx mcp-grafanaMCP Server for Unity Editor and for a game made with Unity
All-in-one MCP server for Postgres development and operations, with tools for performance analysis, tuning, and health checks
pipx install postgres-mcpSearch ArXiv research papers
npx -y @smithery/cli install arxiv-mcp-server --client claudeMCP server that gives AI assistants seamless access to shadcn/ui v4 components, blocks, demos, and metadata.
npx @jpisnice/shadcn-ui-mcp-serverAn MCP server to convert almost any file or web content into Markdown
React data visualization MCP server with 30+ chart types.
npx semiotic-ai --list # list components with import paths and renderabilityCrawl, embed, chunk, search, and retrieve information from datasets through Trieve
npx -y @smithery/cli install trieve-mcp-server --client claudeDiscovery router for the agent-device CLI. Exposes status, install guidance, version-matched help, prompts, and resources for iOS, Android, tvOS, macOS, and Linux automation workflows.
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.
uvx workspace-mcp --tool-tier core # essential toolsDiscover, extract, and interact with the web - one interface powering automated access across the public internet.
Read, search and append to notes in an Obsidian vault through the Local REST API plugin.
npx -y obsidian-mcp-serverMetaMCP 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.
Get, set and scan keys, manage TTLs and inspect a Redis instance for caching and queue debugging.
npx -y @redis/mcp-serverA programming-focused task management system that boosts coding agents like Cursor AI with advanced task memory, self-reflection, and dependency management. ShrimpTaskManager
Beelzebub is a honeypot framework that lets you build honeypot tools using MCP. Its purpose is to detect prompt injection or malicious agent behavior.
A Model Context Protocol (MCP) server for interacting with iOS simulators.
Yet another CLI tool for testing MCP servers
uvx mcp-cli --helpMySQL database integration in NodeJS with configurable access controls and schema inspection
npx @benborla29/mcp-server-mysqlMCP Server for Unity3d Game Engine integration for game development
npx @modelcontextprotocol/inspector node Server~/build/index.jsQuery 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.
A - powerful Kubernetes MCP server with additional support for OpenShift.
npx kubernetes-mcp-server@latest --helpThe most powerful MCP server for Slack Workspaces.
npx @modelcontextprotocol/inspector go run mcp/mcp-server.go --transport stdioCoding 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.
The official PHP SDK for Model Context Protocol servers and clients. Maintained in collaboration with The PHP Foundation.
An MCP server that installs other MCP servers for you.
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.
The official Swift SDK for Model Context Protocol servers and clients.
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…
go install github.com/hashicorp/terraform-mcp-server/cmd/terraform-mcp-server@latestAI 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).
npx meigen init cursor # CursorWeb search using free multi-engine search (NO API KEYS REQUIRED) Supports Bing, Baidu, DuckDuckGo, Brave, Exa, and CSDN.
npx skills add https://github.com/Aas-ee/open-webSearch --skill open-websearchThe official Kotlin SDK for Model Context Protocol servers and clients. Maintained in collaboration with JetBrains
npx -y @modelcontextprotocol/inspectorWeb content extraction for AI agents. 10 tools: scrape, crawl, map, batch, extract, summarize, diff, brand, search, research. TLS fingerprinting bypasses anti-bot without a browser.
npx create-webclawMySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines
pip install mysql-mcp-serverThe ROS MCP Server supports robot control by converting user-issued natural language commands into ROS or ROS2 control commands.
A framework for creating multi-agent systems using MCP for coordinated AI collaboration, featuring task management, shared context, and RAG capabilities.
Wenyan MCP Server, which lets AI automatically format Markdown articles and publish them to WeChat GZH.
npx @modelcontextprotocol/inspector <command>An MCP Server that autonomously debugs web applications with browser-use browser agents
Web search using DuckDuckGo
uvx duckduckgo-mcp-serverComplete voice interaction server supporting speech-to-text, text-to-speech, and real-time voice conversations through local microphone, OpenAI-compatible APIs, and LiveKit integration
uvx voice-mode-installOfficial Microsoft MCP server for Azure services including Storage, Cosmos DB, and Azure Monitor.
MCP server integration for DaVinci Resolve providing powerful tools for video editing, color grading, media management, and project control
npx davinci-resolve-mcp setupTelegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, sending messages and handling read status.
pip install "git+https://github.com/chigwell/telegram-mcp.git@<tag-or-commit>"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
Structured 3-layer memory system (trades patterns strategy) for AI trading agents. Supports MT5, Binance, and Alpaca.
pip install tradememory-protocolWeb search capabilities using Brave's Search API
npx @modelcontextprotocol/inspector node dist/index.jsModel Context Protocol (MCP) Server for Jupyter.
pip install jupyterlab==4.4.1 jupyter-collaboration==4.0.2 jupyter-mcp-tools>=0.1.4 ipykernel pycrdtValkey-first observability with Redis compatibility. Query real-time metrics, analyze slow commands, detect hot keys, and investigate performance issues directly from AI coding assistants.
npx @betterdb/monitorBOSS Zhipin recruitment workflow for AI agents. 49 MCP tools for job search, welfare filtering, recruiter messaging, pipeline tracking, and resume optimization.
pipx install boss-agent-cliSelf-hosted MCP Server registry for enterprise AI Agents
Figma MCP server with full read/write access via plugin bridge no API token, no rate limits. 58 tools for design automation: styles, variables, components, prototypes, and content.
vet-mcp checks open source packageslike those suggested by AI coding toolsfor vulnerabilities and malicious code.
go install github.com/safedep/vet@latestMCP server for fetching web page content using Playwright headless browser, supporting Javascript rendering and intelligent content extraction, and outputting Markdown or HTML format.
npx -y fetcher-mcpAn omnimodal AIGC framework that seamlessly converts ComfyUI workflows into MCP tools with zero code, enabling full-modal support for Text, Image, Sound, and Video generation with Chainlit-based web…
uvx pixelle@latestOne-stop backend services for WeChat Mini-Programs and full-stack apps.
Query and summarize your chat messages with AI prompts.
MCP server for the ReactUse library 110+ React Hooks (TypeScript-first, SSR-compatible, tree-shakable). Lets AI assistants discover hook signatures, demos, and usage patterns directly from the docs.
Meta Ads automation that just works. Trusted by 10,000+ businesses to analyze performance, test creatives, optimize spend, and scale results simply and reliably.
Structural code intelligence MCP server for AI-assisted development.
pip install "token-savior-recall[mcp]"connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more.
Connect to JetBrains IDE
Model Context Protocol with Neo4j (Run queries, Knowledge Graph Memory, Manaage Neo4j Aura Instances)
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 (MCP) server for Kubernetes that enables AI assistants like Claude, Cursor, and others to interact with Kubernetes clusters through natural language.
npx -y kubectl-mcp-serverA 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.
uvx mcp-google-sheets@latestInteracting with Notion API
Connect any HTTP/REST API server using an Open API spec (v3)
npx @modelcontextprotocol/inspector/ - A Model Context Protocol Server for SearXNG
AI-powered developer assistant that enables advanced research, analysis and discovery across GitHub and NPM realms in realtime.
npx octocode-cli installThe official Ruby SDK for the Model Context Protocol.
/ - 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.
Supabase MCP Server with support for SQL query execution and database exploration tools
pipx install supabase-mcp-serverApple Documentation MCP Server. Search Apple developer docs, Swift Evolution proposals, and 600+ sample code projects with full-text search.
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
An MCP server to flexibly fetch JSON, text, and HTML data
npx mcp-fetch <command> <url> [flags]MCP server that connects to Microsoft Office and the whole Microsoft 365 suite using Graph API (including Outlook, mail, files, Excel, calendar)
npx @softeria/ms-365-mcp-server --toonOfficial Next.js MCP server for coding agents. Provides runtime diagnostics, route inspection, dev server logs, docs search, and upgrade guides.
npx add-mcp next-devtools-mcp@latestA MCP Server that enhance your IDE with AI-powered assistance for Intlayer i18n / CMS tool: smart CLI access, access to the docs.
Integrate with Docker to manage containers, images, volumes, and networks.
Pre-build reality check for AI coding agents.
uvx idea-reality-mcpMCP 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.
pip install dingo-pythonBrowse Reddit posts, search content, and analyze user activity without API keys. Works out-of-the-box with Claude Desktop.
npx -y reddit-mcp-buddy --authMCP server providing accurate information about NixOS packages, system options, Home Manager configurations, and nix-darwin macOS settings to prevent AI hallucinations.
uvx mcp-nixosAutonomous shell execution, computer control and coding agent. (Mac)
The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents
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…
npx mcp-add \Golang implementation for local file system access.
go install github.com/mark3labs/mcp-filesystem-server@latestPlugin-based MCP server + Chrome extension that gives AI agents access to web applications through the user's authenticated browser session. 100+ plugins with a plugin SDK for building new ones.
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)
An MCP Server for creating and managing Postgres databases using Neon Serverless Postgres
npx neonctl@latest initA local MCP server that generates animations using Manim.
pip install manimMCP Server for Integrating LINE Official Account
npx @modelcontextprotocol/inspector node dist/index.js \Visual DOM element selector for agentic coding tools. Chrome extension + MCP server bridge for Claude Code, Cursor, Windsurf etc. Option+Click to capture elements.
npx -y @mcp-pointer/server config claude # or cursor, windsurf, and others - see belowGenerate mermaid diagram and chart with AI MCP dynamically.
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.
Source-available, self-hosted AI workflow automation platform.
Access Home Assistant data and control devices (lights, switches, thermostats, etc).
npx jest --config=jest.config.cjsDeterministic multi-agent orchestrator for 37 CLI coding agents (Claude Code, Codex, Cursor, Aider, Gemini CLI, GitHub Copilot CLI, OpenHands, OpenCode, Goose, Qwen, Ollama, and more).
pipx install bernsteinChroma MCP server to access local and cloud Chroma instances for retrieval capabilities
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.
npx -y @smithery/cli install iterm-mcp --client claudeFull Figma control: create shapes, text, components, set styles, auto-layout, variables, export. 80+ tools.
npx figma-use statusFetch YouTube subtitles and transcripts for AI analysis
npx -y @smithery/cli install @kimtaeyoon83/mcp-server-youtube-transcript --client claudeMCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more.
pip install uvOpen-source MCP-native browser agent with human takeover via noVNC, reusable auth profiles, and approval/audit rails.
Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.
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
Fetch YouTube subtitles
MCP server to interact with browser-based meeting platforms (Zoom, Teams, Google Meet).
uvx joinly-client --env-file .env <MeetingUrl>Biomedical research MCP server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info.
An MCP Server and VS Code Extension which enables (language agnostic) automatic debugging via breakpoints and expression evaluation.
Enable AI LLMs to execute trades using MetaTrader 5 platform
pip install metatrader-mcp-serverMCP 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.
npx -y @pv-bhat/vibe-check-mcp start --stdioIntegration with gmail and Google Calendar.
npx -y @smithery/cli install mcp-gsuite --client claudeDocker container management and operations through MCP
npx @smithery/cli install docker-mcp --client claudeAPKTool MCP Server is a MCP server for the Apk Tool to provide automation in reverse engineering of Android APKs.
A fully functional MCP server and CLI for YouTube to automate YouTube operation
Provides tools to search Airbnb and get listing details.
Access 30+ AI models (GPT-5, Claude, Gemini, Grok, DeepSeek) without API keys. Pay-per-use via x402 micropayments with USDC on Base.
A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.
Query and analyze Prometheus, open-source monitoring system.
An MCP server that enables free web searching using Google search results, with no API keys required.
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.
pip install skylosAirtable database integration with schema inspection, read and write capabilities
CLI tool for testing MCP servers
npx @wong2/mcp-cliA Model Context Protocol (MCP) server that connects to Strava API, providing tools to access Strava data through LLMs
LongPort OpenAPI provides real-time stock market data, provides AI access analysis and trading capabilities through MCP.
An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL.
Premium MCP server for Godot game engine with 84 tools for scene editing, scripting, animation, tilemap, shader, input simulation, and runtime debugging.
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.
Official Kagi Search MCP Server
npx -y @smithery/cli install kagimcp --client claudePersistent memory with knowledge graph visualization, semantic/hybrid search, cloud sync (S3/R2), and cross-session context management.
pip install git+https://github.com/agentic-box/memora.gitUniversal SQLAlchemy-based database integration supporting PostgreSQL, MySQL, MariaDB, SQLite, Oracle, MS SQL Server and many more databases.
Control Android devices with AI through MCP, enabling device control, debugging, system analysis, and UI automation with a comprehensive security framework.
Intelligent token optimization achieving 95%+ reduction through caching, compression, and 80+ smart tools for API optimization, code analysis, and real-time monitoring.
Semantic code indexer with GraphRAG knowledge graph. Index your codebase, search in natural language, and expose everything via MCP so AI agents understand architecture not just files.
cargo install --git https://github.com/Muvon/octocodeIntelligent search capabilities to let every model and client use Claude Agent Skills like native.
uvx claude-skills-mcpAllows the AI to query GraphQL servers
npx -y @smithery/cli install mcp-graphql --client claudeProvides comprehensive and accurate Bazi (Chinese Astrology) charting and analysis
npx -y @smithery/cli install @cantian-ai/bazi-mcp --client claudeA high-performance multi-database MCP server built with Golang, supporting MySQL & PostgreSQL (NoSQL coming soon).
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
npx @modelcontextprotocol/inspector npx @strowk/mcp-k8sXcode 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.
npx @mcpdotdirect/evm-mcp-serverA Binary Ninja plugin, MCP server, and bridge that seamlessly integrates Binary Ninja with your favorite MCP client.
npx -y binary-ninja-mcpIngest 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…
npx -y graphlit-mcp-serverA 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.
Azure DevOps integration for repository management, work items, and pipelines.
npx -y @tiberriver256/mcp-server-azure-devopsA Terraform MCP server allowing AI assistants to manage and operate Terraform environments, enabling reading configurations, analyzing plans, applying configurations, and managing Terraform state.
cargo install tfmcpControl Spotify playback and manage playlists.
Turn a web API into an MCP server in 10 seconds and add it to the open source registry: https://open-mcp.org
) - An MCP server that provides access to Polygon.io financial market data APIs for stocks, indices, forex, options, and more.
npx @modelcontextprotocol/inspector uv --directory /path/to/mcp_massive run mcp_massiveA MCP server for the Discord integration. Enable your AI assistants to seamlessly interact with Discord. Enhance your Discord experience with powerful automation capabilities.
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
Google Maps MCP server with 8 tools (geocode, search, directions, elevation), stdio + StreamableHTTP transport, Agent Skill definitions, and standalone exec CLI mode.
npx @cablate/mcp-google-map --stdioTelegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, and handling read status
npx -y @chaindead/telegram-mcpYahoo Finance integration to fetch stock market data including options recommendations
Fast Windows file search using Everything SDK
npx -y @smithery/cli install mcp-server-everything-search --client claudeAn MCP Server Integration with Apple Shortcuts
Production-grade MCP server for Odoo ERP (16-19) with zero Odoo-side install. 24 tools across read, write (approval-token gated), diagnose, migrate, and audit.
uvx odoo-mcp --healthMCP 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
npx @smithery/cli install appstore-connect-mcp-server --client claudeEnterprise-grade Anki integration with natural language interaction, comprehensive note/deck management, and one-click MCPB installation. Built on NestJS with comprehensive test coverage.
npx @ankimcp/anki-mcp-serverComputerVision-based sorcery of image recognition and editing tools for AI assistants.
pip install --user pipx/ - Connect AI assistants to Odoo ERP systems for business data access, record management, and workflow automation.
pip install mcp-server-odooRead and analyze GitHub repositories with your LLM
A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators (iPhone, iPad, etc.) through natural language commands.
Privacy-first document search server running entirely locally.
npx mcp-local-rag ingest ./docs/Share code context with LLMs via MCP or clipboard
An MCP server that integrates with Xero's API, allowing for standardized access to Xero's accounting and business features.
An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with comprehensive tool support.
Search Google and do deep web research on any topic
An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations.
uvx mac-messages-mcpAnalyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores, helping AI assistants understand the codebase.
A Model Context Protocol (MCP) server that allows AI agents to generate secure smart contracts in multiples languages based on OpenZeppelin Wizard templates.
An MCP server paired with a browser extension that enables LLM clients to control the user's browser (Firefox).
MCP Server implementation that provides Elasticsearch interaction
uvx elasticsearch-mcp-server --transport sseRun untrusted Python/JavaScript code in WebAssembly sandboxes.
pip install capsule-runSimple Web UI to install and manage MCP servers for Claude Desktop App.
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
npx -y mcp-mongo-server mongodb://localhost:27017/databaseRetrieval from AWS Knowledge Base using Bedrock Agent Runtime.
npx -y @modelcontextprotocol/server-aws-kb-retrievalAI image generation using various models.
npx -y @modelcontextprotocol/server-everartRepository management, file operations, and GitHub API integration.
npx -y @modelcontextprotocol/server-githubGitLab API, enabling project management.
npx -y @modelcontextprotocol/server-gitlabFile access and search capabilities for Google Drive.
npx -y @modelcontextprotocol/server-gdriveLocation services, directions, and place details.
npx -y @modelcontextprotocol/server-google-mapsEfficient web content fetching and processing for AI consumption
uvx mcp-server-fetchDirect local file system access.
npx -y @modelcontextprotocol/server-filesystemDirect Git repository operations including reading, searching, and analyzing local repositories
uvx mcp-server-gitKnowledge graph-based persistent memory system for maintaining context
npx -y @modelcontextprotocol/server-memoryRead-only database access with schema inspection.
npx -y @modelcontextprotocol/server-postgresBrowser automation and web scraping.
npx -y @modelcontextprotocol/server-puppeteerInteract with Redis key-value stores.
npx -y @modelcontextprotocol/server-redisRetrieving and analyzing issues from Sentry.io.
uvx mcp-server-sentryChannel management and messaging capabilities. Now maintained by Zencoder
npx -y @modelcontextprotocol/server-slackDatabase interaction and business intelligence capabilities.
uvx mcp-server-sqliteAdd, Analyze, Search, and Generate Video Edits from your Video Jungle Collection
npx -y @smithery/cli install video-editor-mcp --client claudeDeterministic execution engine for AI agents with 412 modules across 78 categories (browser, file, Docker, data, crypto, scheduling).
pip install flyto-core[browser] && playwright install chromiumA powerful MCP server for Google search that enables parallel searching with multiple keywords simultaneously.
npx -y g-search-mcpA suite of marketing tools from Open Strategy Partners including writing style, editing codes, and product marketing value map creation.
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…
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 TypeScript framework for building production-ready MCP servers with automatic tool discovery, multi-transport support (stdio/SSE/HTTP), built-in validation, and zero-config setup.
npx @mcpfusion/core create my-serverLocal MCP proxy with BM25 tool filtering, quarantine security, activity logging, and web UI. Routes multiple servers through a single endpoint.
go install github.com/smart-mcp-proxy/mcpproxy-go/cmd/mcpproxy@latestAI-native directory visualization with semantic analysis, ultra-compressed formats for AI consumption, and 10x token reduction. Supports quantum-semantic mode with intelligent file categorization.
cargo install smart-treeHelp 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.
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…
pip install mysql_mcp_server_proFirebase services including Auth, Firestore and Storage.
MCP server for maigret, a powerful OSINT tool that collects user account information from various public sources.
npx -y @smithery/cli install mcp-maigret --client claudeA 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,…
Generate visual charts using Apache ECharts with AI MCP dynamically.
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.
pip install xiyan-mcp-serverInteract with Twitter search and timeline
npx -y @smithery/cli install mcp-twikit --client claudeA Model Context Protocol (MCP) server for generating a beautiful interactive mindmap.
pip install mindmap-mcp-serverMCP Server for Milvus / Zilliz, making it possible to interact with your database.
Curated directory of x402 payment protocol resources, MCP servers, and tools for HTTP 402-based USDC payments on Base, Arbitrum, and other EVM chains.
Institutional memory for AI agents with real BFT consensus. 4 application validators vote on every memory before it's committed no more storing garbage.
A coding agent for Max (Max/MSP/Jitter), which is a visual programming language for music and multimedia.
Run any command with run_command and run_script tools.
uvx mcpo --port 3010 --api-key "supersecret" -- npx mcp-server-commandsZabbix integration for hosts, items, triggers, templates, problems, data and more.
) - A MCP server for Unsplash image search.
npx -y @smithery/cli@latest install @hellokaton/unsplash-mcp-server --client cursor --key 7558c683-****-****Cognitive memory for AI agents with Hebbian learning, 3-tier architecture, and knowledge graphs. Single ~15MB binary, runs offline on edge devices.
npx @shodh/memory-mcp setup-hooksConnect to VSCode ide and use semantic tools like find_usages
MCP server for the FLOX trading systems framework. ~30 tools to run backtests, scaffold strategies, validate for lookahead bias, place orders, query PnL via Claude/Cursor.
pip install flox-mcpA Rust-based MCP server bridging Wazuh SIEM with AI assistants, providing real-time security alerts and event data for enhanced contextual understanding.
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…
MCP server providing OpenAI/Perplexity-like autonomous deep research, structured query elaboration, and concise reporting.
An MCP server that provides access to exported data from Apple Health. Data analytics included.
Use natural language to explore LLM observability, traces, and monitoring data captured by Opik.
uvx --from git+https://github.com/comet-ml/opik-mcp.git opik-mcpAn MCP server built on markmap that converts Markdown to interactive mind maps.
npx -y @smithery/cli install @jinzcdev/markmap-mcp-server --client claudeIntegrates with Notion's API to manage personal todo lists
MCP server for ComfyUI that lets AI agents view, edit, and run node-based image generation workflows with an embedded terminal.
Firefox browser automation via WebDriver BiDi for testing, scraping, and browser control. Supports snapshot/UID-based interactions, network monitoring, console capture, and screenshots.
npx @modelcontextprotocol/inspector npx @mozilla/firefox-devtools-mcp@latest --start-url https://example.com --headlessAn MCP server for Apify's open-source RAG Web Browser Actor to perform web searches, scrape URLs, and return content in Markdown.
npx @modelcontextprotocol/inspector node dist/index.jsMongoDB Lens: Full Featured MCP Server for MongoDB Databases
npx -y mongodb-lensAn OpenStreetMap MCP server with location-based services and geospatial data.
pip install -e .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.
pip install -r requirements.txtMCP for LLM to search and read papers from arXiv
npx -y @smithery/cli install mcp-simple-arxiv --client claudeUse 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.
MCP server using the Aseprite API to create pixel art
A filesystem allowing for browsing and editing files implemented in Java using Quarkus. Available as jar or native image.
Connect to any JDBC-compatible database and query, insert, update, delete, and more.
Model Context Protocol Servers in Quarkus
A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.
uvx mcp-text-editorAn MCP server for connecting to any OpenTelemetry backend (Datadog, Grafana, Dynatrace, Traceloop, etc.).
uvx opentelemetry-mcp --backend jaeger --url http://localhost:16686An MCP python server using Playwright for browser automation,more suitable for llm
npx @modelcontextprotocol/inspector uv --directory C:\Users\YUNYING\Documents\project\python\mcp\playwright-server run playwright-serverOpenAPI-MCP: Dockerized MCP Server to allow your AI agent to access any API with existing api docs.
Local MCP server for searching 300,000+ foods, nutrition facts, and barcodes from the OpenNutrition database.
Full-featured Excel MCP server. 173 operations: Power Query, DAX, VBA, PivotTables, Tables, Charts, ranges, formatting. 100% Excel compatibility - uses Excel app instead of creating .xlsx files.
npx add-mcp "mcp-excel" --name excel-mcpSnowflake integration implementing read and (optional) write operations as well as insight tracking
npx -y @smithery/cli install mcp_snowflake_server --client claudeA 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…
MCP to interface with multiple blockchains, staking, DeFi, swap, bridging, wallet management, DCA, Limit Orders, Coin Lookup, Tracking and more.
pip install uvProvides comprehensive integration with your VictoriaMetrics instance APIs and documentation for monitoring, observability, and debugging tasks related to your VictoriaMetrics instances
DuckDB database integration with schema inspection and query capabilities
npx -y @smithery/cli install mcp-server-duckdb --client claudeHuman-like memory layer for AI agents with semantic, episodic, and procedural memory. Claude Code hooks (auto-save, auto-recall, cognitive profile).
pip install mengram-ai # or: npm install mengram-aiTurn a web service into an MCP server in one click without making any code changes.
npx @modelcontextprotocol/inspector node build/index.jsA MCP Server and an extension enables natural language control of NVIDIA Isaac Sim, Lab, OpenUSD and etc.
Open-source AI accounting skills, checked by licensed accountants jurisdiction by jurisdiction. 3 tools: list skills by country/category, get full skill content, and get individual sections.
pip install ./mcp # requires Python 3.10+MCP server that provides AgentQL's data extraction capabilities.
A secure shell command execution server implementing the Model Context Protocol (MCP)
npx -y @smithery/cli install mcp-shell-server --client claudeMongoDB integration that enables LLMs to interact directly with databases.
npx -y @smithery/cli install mongo-mcp --client claudeA MCP server that supports searching for Bilibili content. Provides LangChain integration examples and test scripts.
Search via search1api (requires paid API key)
npx skills add fatwang2/search1api-cliMCP server for OpenClaw AI assistant integration. Enables Claude to delegate tasks to OpenClaw agents with sync/async tools, OAuth 2.1 auth, and SSE transport for Claude.ai.
npx openclaw-mcpCommand line interface with secure execution and customizable security policies
npx @smithery/cli install cli-mcp-server --client claude/ - A powerful MCP server that enables AI assistants to seamlessly interact with Portainer instances, providing natural language access to container management, deployment operations, and…
A Model Context Protocol (MCP) server that provides tools for interacting with JMAP (JSON Meta Application Protocol) email servers. Built with Deno and using the jmap-jam client library.
An AST-aware structural repository graph engine and MCP server designed for AI agents.
Persistent intelligence infrastructure for agentic development that gives AI coding assistants cumulative memory and pattern learning.
npx in-memoria learn ./my-projectCoding agent with basic list, read, replace_in_file, write, execute_command and web search tools. Supports multiple projects concurrently.
MCP to search and read medical / life sciences papers from PubMed.
npx -y @smithery/cli install mcp-simple-pubmed --client claudeMCP server to access and manage LLM application prompts created with Langfuse) Prompt Management.
npx @modelcontextprotocol/inspector node ./build/index.jsAn 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
npx mcp-rubber-duckIntegrates with Facebook Pages to enable direct management of posts, comments, and engagement metrics through the Graph API for streamlined social media management.
MCP server that connects to Apache Airflow using official client.
npx -y @smithery/cli install @yangkyeongmo/mcp-server-apache-airflow --client claudePersistent user identity across AI tools. Stores preferences, lessons, and decisions as local JSON; 13 core MCP tools share them with Claude Code, Cursor, Codex, and any MCP client.
pip install piia-engram && engram setup/ - A Kubernetes Model Context Protocol (MCP) server that provides tools for interacting with Kubernetes clusters through a standardized interface, including API resource discovery, resource…
Interact with TikTok videos
An MCP server to interact with Google Search Console and Bing Webmasters.
npx search-console-mcp setupThis server supports remote MCP connections, includes built-in Google OAuth, and provide an interface to the Google Tag Manager API.
Node.js-based MySQL database integration that provides secure MySQL database operations
npx -y @smithery/cli install @f4ww4z/mcp-mysql-server --client claudeThe 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.
AI Summarization MCP Server, Support for multiple content types: Plain text, Web pages, PDF documents, EPUB books, HTML content
All-in-one homelab management MCP server. Monitor system resources, manage Docker containers, Wake-on-LAN, scan networks, check open ports, and run alerts across multiple servers via SSH.
go install github.com/Higangssh/homebutler@latestA connector for LLMs to work with collections and sources on your Zotero Cloud
npx mcp-zoteroProvides access to OpenTelemetry traces and metrics through Logfire
A Mermaid diagram rendering MCP server for Claude Code with live reload functionality, supporting multiple export formats (SVG, PNG, PDF) and themes.
An MCP Server to connect to your Weaviate collections as a knowledge base as well as using Weaviate as a chat memory store.
Turn your Make scenarios into callable tools for AI assistants.
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…
pip install uvDeep Research for crypto - free & fully local
npx -y @smithery/cli install web3-research-mcp --client claudeConfluent integration to interact with Confluent Kafka and Confluent Cloud REST APIs.
npx @confluentinc/mcp-confluent --init-configExtracts essential code structure from large codebases into AI-digestible format, helping AI agents write code that correctly uses existing APIs on the first attempt.
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.
Extract content from URLs, documents, videos, and audio files using intelligent auto-engine selection.
pip install content-coreConnect to Perplexity Comet browser for agentic web browsing, deep research, and real-time task monitoring.
MCP service for Tablestore, features include adding documents, semantic search for documents based on vectors and scalars, RAG-friendly, and serverless.
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…
Persistent memory for AI coding agents with semantic search, auto-capture, cross-session learning, and intelligent forgetting. 12 MCP tools, local-first.
pip install omega-memory[server] # Full install (memory + MCP server)Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repositories, pull requests, workspaces, and code in real time.
npx -y @aashari/mcp-server-atlassian-bitbucket get --path "/workspaces"MCP server for Dash, the macOS API documentation browser. Instant search over 200+ documentation sets.
An MCP server that uses yfinance to obtain information from Yahoo Finance.
Connect any Open Data to any LLM with Model Context Protocol.
uvx odmcpA 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
Official MCP server to interact with Docker Hub, providing access to repositories, hub search and Docker Hardened Images
npx @modelcontextprotocol/inspector node dist/index.js [--transport=http|stdio] [--port=3000]Fast, token-efficient web content extraction for AI agents - converts websites to clean Markdown while preserving links.
Chat with any other OpenAI SDK Compatible Chat Completions API, like Perplexity, Groq, xAI and more
npx -y @smithery/cli install any-chat-completions-mcp-server --client claudeInteract with Postman API
npx -y @smithery/cli install postman-api-server --client claudeWorkflow for fixing build issues in ESP32 series chips using ESP-IDF.
This MCP server provides a tool to download entire websites using wget. It preserves the website structure and converts links to work locally.
LLM-driven context and memory management with wide-recall + precise-reranking RAG architecture.
Pinecone integration with vector search capabilities
npx -y @smithery/cli install mcp-pinecone --client claudeThis server enables LLMs to use calculator for precise numerical calculations
pip install mcp-server-calculator/ - Provides MCP multi-cluster Kubernetes management and operations.
/ - 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…
go install github.com/silenceper/mcp-k8s/cmd/mcp-k8s@latestReal email and SMS for AI agents.
Zero-config persistent memory for AI agents with local SQLite.
npx prism-mcp-serverAn MCP Server for Korean stock analysis using OPEN DART API and KRX API
SerpApi MCP Server for Google and other search engine results.
npx @modelcontextprotocol/inspectorLocal memory daemon with three-tier storage (episodic/semantic/procedural), vector search via LanceDB + bge-small-en-v1.5, graph-based recall reranking, and sleep-cycle consolidation.
pip install .Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities
npx @ergut/mcp-bigquery-server --project-id your-project-id --location europe-west1 --key-file /path/to/key.json --config-file /path/to/config.json --maximum-bytes-billed 2000000000This 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
npx -y @smithery/cli install @zcaceres/gtasks --client claudeAn 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.
npx -y @smithery/cli install @doggybee/mcp-server-ccxt --client claudeWireshark network packet analysis MCP Server with capture, protocol stats, field extraction, and security analysis capabilities.
pip install wireshark-mcpAI-native ontology engineering with 39 tools and 5 prompts for OWL/RDF/SPARQL. Validate, query, diff, lint, version, and govern knowledge graphs via Oxigraph triple store.
Integrates with Linear project management system
npx add-mcp @tacticlaunch/mcp-linear --env LINEAR_API_TOKEN=YOUR_LINEAR_API_TOKENMCP 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.
npx -y @smithery/cli install @burtthecoder/mcp-shodan --client claudeComprehensive async Python SDK for TickTick with MCP server support. Features 45 tools for tasks, projects, tags, habits, focus/pomodoro sessions, and user analytics.
pip install ticktick-sdkAn MCP server for interacting with Apple Reminders on macOS
npx mcp-server-apple-eventsMagg: 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…
Get the LaTeX source of arXiv papers to handle mathematical content and equations
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
MCP server for querying the VirusTotal API. This server provides tools for scanning URLs, analyzing file hashes, and retrieving IP address reports.
npx -y @smithery/cli install @burtthecoder/mcp-virustotal --client claudeHeadless IDA Pro binary analysis via MCP. Multi-session concurrency with Go orchestration and Python workers.
A comprehensive proxy server that combines multiple MCP servers into a single interface with extensive visibility features.
npx -y @pluggedin/pluggedin-mcp-proxy@latest --pluggedin-api-key YOUR_API_KEYOctagon AI Agents to integrate private and public market data
npx -vconnects Jupyter Notebook to Claude AI, allowing Claude to directly interact with and control Jupyter Notebooks.
MCP server acting as an interface to the Google Ads, enabling programmatic access to Google Ads data and management features.
pip install -r requirements.txtAllows the AI to read from your local Apple Notes database (macOS only)
uvx apple-notes-mcpA Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data and analytics.
BigQuery database integration with schema inspection and query capabilities
npx -y @smithery/cli install mcp-server-bigquery --client claudeAn 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.
Transform Claude Code with intelligent, real-time access to 90+ framework documentation sources.
Multi-protocol API mock server with 18 MCP tools.
go install github.com/getmockd/mockd/cmd/mockd@latest # GoGoogle News integration with automatic topic categorization, multi-language support, and comprehensive search capabilities including headlines, stories, and related topics through SerpAPI.
npx -y @smithery/cli install @chanmeng666/google-news-server --client claudeOpen-source customer feedback platform with built-in MCP server.
Model Context Protocol server for Fast Healthcare Interoperability Resources (FHIR) APIs.
uvx fhir-mcp-serverDesktop app that captures screen activity via event-driven screenshots, stores AI-generated summaries and OCR text locally in SQLite, and exposes your activity history to AI assistants via MCP with…
MCP server for integrating Ghidra with AI assistants.
AI council server: query CLI agents (Claude Code, Codex, Gemini, and OpenCode) in parallel with deliberation rounds
AI-powered Reddit intelligence for market research and competitive analysis.
npx -y mcp-remote \Token-efficient Go documentation server that provides AI assistants with smart access to package docs and types without reading entire source files
go install github.com/mrjoshuak/godoc-mcp@latestThe 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 to help LLMs suggest the latest stable package versions when writing code.
go install github.com/sammcj/mcp-package-version/v2@HEADA MCP server that enables AI assistants to operation resources on Alibaba Cloud, supporting ECS, Cloud Monitor, OOS and widely used cloud products.
Generate beautiful Excalidraw architecture diagrams with auto-layout, architecture-aware component styling, and stateful editing.
pip install excalidraw-architect-mcpLeverage AI-driven observability, security, and automation to analyze anomalies, logs, traces, events, metrics.
npx -y @dynatrace-oss/dynatrace-mcp-server@latest --helpAn MCP server that integrates with the Freqtrade cryptocurrency trading bot.
pip install freqtrade-client mcp[cli]Official MinerU document parsing MCP (mineru-open-mcp on PyPI).
pip install mineru-open-sdkAn MCP Server to connect to searXNG instances
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…
npx -y @smithery/cli install @jinzcdev/leetcode-mcp-server --client claudeMCP for semantic code search & navigation that reduces token waste
go install github.com/st3v3nmw/sourcerer-mcp/cmd/sourcerer@latestRegression testing framework for AI agents. Save golden baselines, detect behavioral drift, and block regressions in CI. Works with LangGraph, CrewAI, OpenAI, Claude, and any HTTP API.
pip install evalviewMeta-MCP server that unifies multiple AI coding assistants (Codex, Claude Code, Cursor, Gemini) through intelligent auto-discovery and standardized MCP interface, providing zero-configuration access…
pip install roundtable-aiPrivate-by-default memory and context layer for agents with Go/Rust runtime, staged retrieval across fused data backends, and long-horizon context continuity.
Remote X (Twitter) MCP server with 121 endpoints via 2 tools. Post tweets, reply, like, retweet, follow, DM, search, extract data, run giveaways, and monitor accounts.
npx skills@1.5.3 add Xquik-dev/x-twitter-scraperNative Safari browser automation for AI agents with 80+ tools. No Chrome dependency, optimized for Apple Silicon with 60% less CPU overhead.
npx safari-mcpAccess MIRO whiteboards, bulk create and read items. Requires OAUTH key for REST API.
npx -y @smithery/cli install @llmindset/mcp-miro --client claudePredict anything with Chronulus AI forecasting and prediction agents.
pip install chronulus-mcpAI-powered 3D globe control via MCP.
npx cesium-mcp-runtimeMCP server based on baostock, providing access and analysis capabilities for Chinese stock market data.
Model Context Protocol (MCP) server that provides comprehensive SQLite database interaction capabilities.
A Go implementation of a Model Context Protocol (MCP) server for Trino
MCP server to interact with the Discogs API
AI Agent Security Middleware & MCP Server with 8-layer defense including prompt injection detection, DLP data flow tracking, command blocking, and PII detection. 7 MCP tools, zero dependencies.
Vectorize MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.
npx -y @vectorize-io/vectorize-mcp-server@latestA Model Context Protocol server for embedded debugging with probe-rs - supports ARM Cortex-M, RISC-V debugging via J-Link, ST-Link, and more
Fast screenshot capture tool optimized for Claude Vision API.
An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP).
pip install -r requirements.txtProvides the ability to generate images via Replicate's API.
Memgraph MCP Server - includes a tool to run a query against Memgraph and a schema resource.
pip install memgraph-toolboxSome useful tools for developer, almost everything an engineer need: confluence, Jira, Youtube, run script, knowledge base RAG, fetch URL, Manage youtube channel, emails, calendar, gitlab
npx -y @smithery/cli install @nguyenvanduocit/all-in-one-model-context-protocol --client claudeEnhances any agent's reasoning capabilities by integrating the think-tools, as described in Anthropic's article.
A MCP server for LLDB enabling AI binary and core file analysis, debugging, disassembling.
pip install mcpOpenAI GPT image generation/editing MCP server.
7 SQL tools (validate, format, parse, lint, security scan, metadata extraction, full analysis) over Streamable HTTP. Public remote server at mcp.gosqlx.dev - no install needed.
go install github.com/ajitpratap0/GoSQLX/cmd/gosqlx@latestA Model Context Protocol (MCP) server for querying the CVE-Search API. This server provides comprehensive access to CVE-Search, browse vendor and productget CVE per CVE-IDget the last updated CVEs.
Code intelligence MCP server with 80+ tools for semantic code search, impact analysis, call graphs, ownership detection, and architectural understanding.
npx @tastehub/ckb initA 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.
cargo install --path .Alpha Vantage API integration to fetch both stock and crypto information
npx -y @smithery/cli install @berlinbra/alpha-vantage-mcp --client claudeGenerate visualizations from fetched data using the VegaLite format and renderer.
An MCP server that provides access to medical information, drug databases, and healthcare resources. Enables AI assistants to query medical data, drug interactions, and clinical guidelines.
Making enterprise AI infrastructure universally accessible.
npx @juspay/neurolink --helpAI-powered Kanban TUI and MCP server for autonomous development workflows. Orchestrates 14 coding agents across task tracking, isolated git worktrees, review, and merge.
DICOM integration to query, read, and move medical images and reports from PACS and other DICOM compliant systems.
npx @modelcontextprotocol/inspector uv run dicom-mcp /path/to/your_config.yaml --transport stdioQuery Langfuse traces, debug exceptions, analyze sessions, and manage prompts. Full observability toolkit for LLM applications.
npx skills add avivsinai/langfuse-mcp -g -yUniversal database MCP server supporting multiple database types including PostgreSQL, Redshift, CockroachDB, MySQL, RDS MySQL, Microsoft SQL Server, BigQuery, Oracle DB, and SQLite.
pip install database-mcpTSgram: Telegram + Claude with local workspace access on your phone in typescript. Read, write, and vibe code on the go!
Local RAG system for Claude Code with hybrid search (BM25 + semantic), cross-encoder reranking, markdown-aware chunking, query expansion, and 12 MCP tools.
pip install knowledge-rag → restart Claude Code → search_knowledge("your query")Lightning-Fast, High-Accuracy Deep Research Agent
npx -vReal-time cryptocurrency market data integration using CoinCap's public API, providing access to crypto prices and market information without API keys
npx -y @smithery/cli install coincap-mcp --client claudeInteracting with Perplexity API.
Self-hosted mem0 MCP server for Claude Code with Qdrant vector search, Neo4j knowledge graph, and Ollama embeddings.
uvx automatically downloads, installs, and runs the server in an isolated environment, no manual installation needed. Claude Code launches it on demand when the MCP connection starts.Interact seamlessly with issues and merge requests of your GitLab projects.
npx -y @smithery/cli@latest install @kopfrechner/gitlab-mr-mcp --client claude --config '"{\"gitlabMrMcpToken\":\"YOUR_GITLAB_TOKEN\", \"gitlabMrMcpHost\": \"YOUR_GITLAB_HOST\"}"'NCP orchestrates your entire MCP ecosystem through intelligent discovery, eliminating token overhead while maintaining 98.2% accuracy.
This is a Python-based MCP server that provides OpenAI web_search built-in tool.
uvx openai-websearch-mcpA Go-based MCP connector for Jira that enables AI assistants like Claude to interact with Atlassian Jira.
go install github.com/nguyenvanduocit/jira-mcp/cmd/jira-cli@latestpip install -r requirements.txtMCP server for AI agent for cybersecurity: automate assessment of documents, questionnaires & reports. Multi-format parsing, RAG knowledge base,Risks, compliance gaps, remediations.
pip install -r requirements.txtTurboMCP SDK: Enterprise MCP SDK in Rust
cargo install --path crates/turbomcp-cliPersistent memory + FTS5 full-text search for Claude Code conversation history.
npx @kunwarshah/claudexFull automation of Google NotebookLM Q&A with citations, audio podcasts, video, content generation, source management, and notebook library. MCP + HTTP REST API.
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".
Framework-aware code intelligence that indexes source code into a cross-language dependency graph.
npx trace-mcp benchmark .A MCP server for interacting with Go's Language Server Protocol (gopls) and benefit from advanced Go code analysis features.
go install github.com/hloiseau/mcp-gopls/v2/cmd/mcp-gopls@latestDeep research MCP server for OpenAI Responses API or Open Deep Research (smolagents), with web search and code interpreter support.
pip install -r requirements.txtMCP server that lets LLMs know everything about your OpenAPI specifications to discover, explain and generate code/mock data
Web accessibility testing MCP server that analyzes URLs and HTML for WCAG 2.0/2.1/2.2 compliance using axe-core. Tools for color contrast, ARIA validation, and orientation lock detection.
MCP Server for Lara Translate API, enabling powerful translation capabilities with support for language detection and context-aware translations.
Allow AI agents to interact with Alchemy's blockchain APIs.
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.
npx -y @ragieai/mcp-server --partition optional_partition_idMCP Server that connects AI agents to FHIR servers. One example use case is querying patient history in natural language.
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,…
npx @modelcontextprotocol/inspector@latestEnable AI Agents to fix build failures from CircleCI.
npx -y @smithery/cli install @CircleCI-Public/mcp-server-circleci --client claudeConnect AI tools directly to Airtable. Query, create, update, and delete records using natural language.
A universal database MCP server supporting simultaneous connections to multiple databases. It provides tools for database operations, health analysis, SQL optimization, and more.
pip install SmartDB-MCPBuild iOS Xcode workspace/project and feed back errors to llm.
pip install mcpxcodebuildAn implementation project of a JVM-based MCP (Model Context Protocol) server.
pip install jvm-mcp-serverinteract with Keboola Connection Data Platform. This server provides tools for listing and accessing data from Keboola Storage API.
pip install uvA single-binary MCP server that converts source code into AST, regardless of language.
A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP).
Provides comprehensive integration with your VictoriaLogs instance APIs and documentation for working with logs, investigating and debugging tasks related to your VictoriaLogs instances.
go install github.com/VictoriaMetrics/mcp-victorialogs/cmd/mcp-victorialogs@latestMCP server for ITASCA PFC discrete element simulation browse documentation, execute scripts, capture plots, and manage long-running tasks via a WebSocket bridge to the PFC GUI.
MCP Server for Yandex Tracker. Provides tools for searching and retrieving information about issues, queues, users.
uvx yandex-tracker-mcp@latestSelf-improving learning engine for Claude Code.
npx claude-soul init --starterQuery TrainingPeaks workouts, analyze CTL/ATL/TSB fitness metrics, and compare power/pace PRs through Claude Desktop.
pip install -e .An MCP server lets AI assistants use the Wolfram Alpha API for real-time access to computational knowledge and data.
pip install -r requirements.txtMCP server for Autodesk Maya
Query OpenAI models directly from Claude using MCP protocol
pip install -e .Give hands to AI. MCP server to run shell commands securely, auditably, and on demand on isolated environments like docker.
A JetBrains IDE plugin that exposes an MCP server, giving AI coding assistants full programmatic control over the debugger.
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.
pip install uvPHP static analysis MCP server for architecture and maintainability.
MCP server for ROS2 enabling AI-driven robotics applications and services.
npx @modelcontextprotocol/inspector uv --directory /path/to/ros2_mcp run mcp_ros_2_serverBankless Onchain API to interact with smart contracts, query transaction and token information
npx @bankless/onchain-mcpA Model Context Protocol (MCP) server implementation that connects LLMs to the GeoServer REST API, enabling AI assistants to interact with geospatial data and services.
npx -y @smithery/cli install @mahdin75/geoserver-mcp --client claudeAn 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.
npx -y @smithery/cli install @YuChenSSR/multi-ai-advisor-mcp --client claudeThis 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.
Read, create, update and delete Google Keep notes.
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…
pip install -r requirements.txtWeb search capabilities using Microsoft Bing Search API
uvx bing-search-mcpMCP 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.
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 MCP server integrating AniList API for anime and manga information
npx @modelcontextprotocol/inspector -e ANILIST_TOKEN=your_api_token npx anilist-mcpOfficial MCP server enabling seamless orchestration of hyperparameter search and other optimization tasks with Optuna.
Cisco pyATS server enabling structured, model-driven interaction with network devices.
pip install -r requirements.txtAn MCP server for querying wolfram alpha API.
npx @wong2/mcp-cli -c .\config.jsonA MCP server for the Open Library API that enables AI assistants to search for book information.
npx -y @smithery/cli install @8enSmith/mcp-open-library --client claudeA 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.
npx -y bitcoin-mcp@latestProvides AI-driven SVG generation and editing via natural language, with real-time updates and secure file handling.
npx svgmaker-mcpAn integration that allows LLMs to interact with Raindrop.io bookmarks using the Model Context Protocol (MCP).
npx -y @smithery/cli install @hiromitsusasaki/raindrop-io-mcp-server --client claudeLink 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.
A Dockerized Python MCP server that bridges your local AI (e.g., Claude Desktop, etc) with the QuantConnect APIempowering you to create projects, backtest strategies, manage collaborators, and deploy…
Querying network asset information by ZoomEye MCP Server
pip install mcp-server-zoomeyeModern, secure MCP server for accessing ZIM format knowledge bases offline.
pip install openzim-mcpAn MCP server to search Hacker News, get top stories, and more.
npx -y @smithery/cli install mcp-hn --client claudeMCP server for Google Sheets API integration with comprehensive reading, writing, formatting, and sheet management capabilities.
Tastyworks API integration to handle trading activities on Tastytrade
uvx modal setupMCP server for Naver Search API integration, supporting blog, news, shopping search and DataLab analytics features.
npx -y @isnow890/naver-search-mcpToken-efficient access to OpenAPI/Swagger specs via MCP Resources.
Agent-native media processing via Transloadit's 86+ Robots: video encoding (HLS, H.264, VP9), image manipulation (resize, watermark, smart crop), document conversion, OCR, speech transcription, and…
Atlassian Jira Cloud integration. Enables AI systems to interact with Jira projects, issues, comments, and related development information in real time.
npx -y @aashari/mcp-server-atlassian-jira get --path "/rest/api/3/project/search"Providing latest cryptocurrency news to AI agents, powered by CryptoPanic.
Chat with OpenAI's smartest models
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.
npx -y @smithery/cli install piapi-mcp-server --client claudeNocodb database integration, read and write capabilities
npx -y nocodb-mcp-server {NOCODB_URL} {NOCODB_BASE_ID} {NOCODB_API_TOKEN}Agent OS MCP server for AI agent governance with policy enforcement, code safety verification, multi-model hallucination detection, and immutable audit trails.
pip install agent-os-kernelAn MCP server for real-time Fantasy Premier League data and analysis tools.
pip install fpl-mcpPersistent cognitive memory for Claude Desktop. Sub-ms recall, offline, encrypted.
pip install aura-memorySecurity-hardened NotebookLM MCP with post-quantum encryption (ML-KEM-768), GDPR/SOC2/CSSF compliance, and 14 security layers. Query Google's Gemini-grounded research from Claude and AI agents.
Rijksmuseum API integration for artwork search, details, and collections
A Model Context Protocol (MCP) server that converts OpenAPI/Swagger specifications to MCP format, enabling AI assistants to interact with REST APIs through standardized protocol.
Expose all Home Assistant voice intents through a Model Context Protocol Server allowing home control.
Extracts component information from Storybook design systems. Provides HTML, styles, props, dependencies, theme tokens and component metadata for AI-powered design system analysis.
Automatic operation of on-screen GUI.
JMeter MCP Server for performance testing
pip install numpy matplotlibReal-time cost observability for MCP tool calls.
npx --yes @mcpspend/proxy@latest init --key mcps_live_xxxMCP server to interact with Quran.com corpus via the official REST API v4.
Mobb Vibe Shield identifies and remediates vulnerabilities in both human and AI-written code, ensuring your applications remain secure without slowing development.
npx mobbdevPDF extraction router with built-in MCP server. Classifies each page (digital, scanned, tables) and routes to the best backend (PyMuPDF, Docling, OCR, or optional LLM fallback).
pip install pdfmuxA MCP server that keeps your chat history organized and searchablewith AI-powered summaries, secure memory, and full control.
TickTick MCP server. Built upon the ticktick-py library, it offers significantly improved filtering capabilities.
/ / - An MCP server in Go for Lightpanda, the ultra fast headless browser designed for web automation
MCP server for the Nutrient DWS Processor API. Convert, merge, redact, sign, OCR, watermark, and extract data from PDFs and Office documents via natural language.
npx @nutrient-sdk/dws-mcp-serverMSSQL database integration with schema inspection and query capabilities
An MCP server for searching job listings with filters for date, keywords, remote work options, and more.
A Model-Context-Protocol (MCP) server for integrating with Yuque API, allowing AI models to manage documents, interact with knowledge bases, search content, and access analytics data from the Yuque…
npx -y @smithery/cli install @HenryHaoson/Yuque-MCP-Server --client claudeAccess specialized web3 AI agents for blockchain analysis, smart contract security auditing, token metrics evaluation, and on-chain interactions through the Heurist Mesh network.
Miro MCP server, exposing all functionalities available in official Miro SDK
Collaboration rooms for AI agents. Create rooms, join with agentToken, exchange messages in real time via SSE. Supports MCP and A2A protocols. Self-hostable or use the hosted version at join.cloud.
npx joincloud roomsReal-time security framework for MCP servers that detects and blocks malicious AI agent behavior by analyzing tool call patterns and intent across multiple threat detection engines.
Agent-first cognitive substrate with 18 manifest-driven verbs (germinate / eat / assimilate / sporulate / traverse / immune / molt / ) and 25 lint dimensions enforcing contract invariants…
A powerful image generation tool using Google's Imagen 3.0 API through MCP. Generate high-quality images from text prompts with advanced photography, artistic, and photorealistic controls.
Multi-round AI brainstorming debates between multiple models (GPT, Gemini, DeepSeek, Groq, Ollama, etc.). Pit different LLMs against each other to explore ideas from diverse perspectives.
An ntfy MCP server for sending/fetching ntfy notifications to your self-hosted ntfy server from AI Agents (supports secure token auth & more - use with npx or docker!)
Create spaced repetition flashcards in Rember to remember anything you learn in your chats.
npx -y @getrember/mcp --api-key=YOUR_REMBER_API_KEYPersistent memory for AI coding assistants with hybrid search (FTS5 + vector embeddings), session tracking, automatic context hooks, and web viewer.
npx @aitytech/agentkits-memory webLocal full-text code search for AI coding agents. Trigram-indexed, sub-100ms queries across large codebases, offline, 18 languages.
cargo install reflex-searchAllows AI models to interact with HackMD
npx @modelcontextprotocol/inspector -e HACKMD_API_TOKEN=your_api_token npx hackmd-mcpMCP server that integrates with Freshdesk, enabling AI models to interact with Freshdesk modules and perform various support operations.
npx -y @smithery/cli install @effytech/freshdesk_mcp --client claudeUpdate, create, delete content, content-models and assets in your Contentful Space
npx -y @smithery/cli install @ivotoby/contentful-management-mcp-server --client claudeMulti-agent orchestration MCP server with race-condition-safe shared blackboard.
npx ts-node examples/08-control-plane-stress-demo.tsSelf-hosted MCP server for Nutrient Document Engine. On-premises document processing with natural language control designed for HIPAA, SOC 2, and GDPR compliance.
Lightweight local RAG MCP server for semantic vector search over markdown documents. Reduces token consumption by 40x with sqlite-vec and multilingual-e5-small embeddings.
A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), providing simple REST API interfaces for virtual machine management.
pip install pyvmomi pyyaml uvicorn mcp-coreOfficial Discourse MCP server for forum integration. Search topics, read posts, manage categories and tags, discover users, and interact with Discourse communities.
npx -y @discourse/mcp@latestOpen-source AWS security scanner with attack chain detection, breach cost estimation, and copy-paste remediation (CLI + Terraform). 47 checks, 16 attack chain rules.
pip install cloud-auditAll-in-one Twitter management solution providing timeline access, user tweet retrieval, hashtag monitoring, conversation analysis, direct messaging, sentiment analysis of a post, and complete post…
MCP server that can execute commands such as keyboard input and mouse movement
Atlassian Confluence Cloud integration. Enables AI systems to interact with Confluence spaces, pages, and content with automatic ADF to Markdown conversion.
npx -y @aashari/mcp-server-atlassian-confluence get --path "/wiki/api/v2/spaces"IMAP/SMTP email MCP server with 42 tools for reading, searching, sending, scheduling, and managing emails across multiple accounts.
npx @codefuturist/email-mcp setupTools to the query and execute of Dify workflows
A mcp server for tracking cryptocurrency whale transactions.
npx -y @smithery/cli install @kukapay/whale-tracker-mcp --client claudeMCP server for Bear notes via CloudKit CRUD, tags, TODOs, attachments, search, front matter, stats, and health checks. Install via npx better-bear.
A MCP server to interact with Neovim
cargo install nvim-mcpAn MCP server for managing your repositories on Forgejo/Gitea server.
go install github.com/raohwork/forgejo-mcp@latestThis is an MCP server for interacting with the VRChat API. You can retrieve information about friends, worlds, avatars, and more in VRChat.
npx vrchat-mcpA comprehensive MCP server for serial port communication
Analyze React code locally, generate docs / llm.txt for whole project at once
Advanced filesystem operations with large file handling capabilities and Claude-optimized features.
The Globalping MCP server provides users and LLMs access to run network tools like ping, traceroute, mtr, HTTP and DNS resolve from thousands of locations around the world.
Seamlessly bring real-time production contextlogs, metrics, and tracesinto your local environment to auto-fix code faster
npx -y @last9/mcp-server@latestA MCP server that enables LLMs to interact with Tripadvisor API, supporting location data, reviews, and photos through standardized MCP interfaces
MCP server providing AI assistants with full control of Neovim instances via msgpack-RPC. Read/edit buffers, run commands, send keys, query LSP diagnostics, and annotate code with highlights.
MKP is a Model Context Protocol (MCP) server for Kubernetes that allows LLM-powered applications to interact with Kubernetes clusters.
An MCP server to interface with the Google Calendar API. Based on TypeScript.
npx @takumi0706/google-calendar-mcp@1.0.7Easy to use, zero dependency MySQL MCP server built with Golang with configurable readonly mode and schema inspection.
go install -v github.com/Zhwt/go-mcp-mysql@latestA MCP server for taking screenshots of webpages to use as feedback during UI developement.
Double entry plain text accounting, right in your LLM! This MCP enables comprehensive read, and (optional) write access to your local HLedger accounting journals.
npx @iiatlas/hledger-mcp /path/to/your/master.journalStructural codebase indexer exposing 17 query tools (functions, classes, imports, dependency graphs, change impact) via MCP. Zero dependencies.
pip install "mcp-codebase-index[mcp]"Comprehensive personal data aggregation MCP server with Steam, YouTube, Bilibili, Spotify, Reddit and other platforms integrations.
pip install bilibili-api --no-depsAn MCP server for accessing professional financial data, supporting multiple data providers such as Tushare.
Query and analyze Azure Data Explorer databases
MCP Server for managing & interacting with Open Source NGFW OPNSense via Natural Language
npx tsx scripts/test/test-nat-ssh.tsA MCP server that send desktop notifications with sound effect when agent tasks are completed.
pip install mcp-server-notifyMCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data.
Access Dutch Railways (NS) travel information, schedules, and real-time updates
npx -y @smithery/cli install ns-server --client claudeMultimodal AI vision MCP server for image, video, and object detection analysis. Enables UI/UX evaluation, visual regression testing, and interface understanding using Google Gemini and Vertex AI.
npx ai-vision-mcpTrade stocks and crypto on common brokerages (Robinhood, E*Trade, Coinbase, Kraken) via Trade Agent's MCP server.
MCP server for querying 8,500+ curated awesome lists (1M+ items) and fetching the best resources for your agent.
npx context-awesome search "vector database"Fast SSH connection manager with TUI dashboard and MCP server for discovering, searching, and executing commands on remote hosts.
go install github.com/danmartuszewski/hop/cmd/hop@latestSelf-hosted MCP server that indexes documentation from various sources and serves it to AI Agents with semantic search.
npx contextmcp init my-docs-mcpMCP server that acts as a proxy to the freely available MLB API, which provides player info, stats, and game information.
npx -y @smithery/cli install @guillochon/mlb-api-mcp --client claudeProviding real-time and historical Crypto Fear & Greed Index data.
npx -y @smithery/cli install @kukapay/crypto-feargreed-mcp --client claudeSimple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor.
enables AI to fully control and access GUI interactions by providing tools for mouse and keyboard, ideal for general automation, education, and experimentation.
pip install -r requirements.txtAn MCP Server that enables AI assistants to interact with your local browsers.
A powerful MCP (Model Context Protocol) Server that audits npm package dependencies for security vulnerabilities. Built with remote npm registry integration for real-time security checks.
npx -y @smithery/cli install @qianniuspace/mcp-security-audit --client claudeStateful MCP server over real language servers. 50 tools, 30 CI-verified languages, 20 agent workflows. Persistent sessions keep the index warm across files and projects.
pip install agent-lspPersistent memory for Claude Code grounded in computational neuroscience (41 cited papers). Thermodynamic decay, hippocampal-cortical consolidation, predictive-coding write gate, WRRF retrieval.
pip install -e ".[postgresql,benchmarks,dev]"An MCP server to control iOS Simulators
Server security auditing and hardening toolkit.
npx kastellMCP of MCPs. Automatic discovery and configure MCP servers on your local machine.
npx -y @1mcpserver/1mcpserverOrganizational knowledge base for AI agents. Vault-scoped Markdown docs, structured PostgreSQL tables, and files unified by a URI graph.
Comprehensive Linux server security audit with 89 CIS Benchmark controls, NIST 800-53, and PCI-DSS compliance checks.
Powerful tools for automating Apple Notes using Model Context Protocol (MCP). Full CRUD support with HTML content, folder management, and search capabilities.
pip install uvRead and manage Copilot Money personal finance data 30 tools for transactions, budgets, accounts, recurring charges, investments, and goals.
A Model Context Protocol (MCP) server that enables Claude Desktop to check domain availability across 50+ TLDs. Features DNS/WHOIS verification, bulk checking, and smart suggestions.
npx -y @smithery/cli install @imprvhub/mcp-domain-availability --client claudeMCP server for analyzing ROADrecon gather results from Azure tenant enumeration
pip install -r requirements.txtMCP server for dnstwist, a powerful DNS fuzzing tool that helps detect typosquatting, phishing, and corporate espionage.
npx -y @smithery/cli install @burtthecoder/mcp-dnstwist --client claudeThe first MCP server for Final Cut Pro. 53 tools that parse, edit, and generate FCPXML timelines health checks, flash frame detection, chapter markers, rough cuts, NLE export. 912 tests, MIT licensed.
pip install -e .Get weather information from https://api.open-meteo.com API.
npx -y @smithery/cli install @isdaniel/mcp_weather_serverConnect to Databricks API, allowing LLMs to run SQL queries, list jobs, and get job status.
pip install -r requirements.txtSupabase MCP Server for managing and creating projects and organisations in Supabase
Query and interact with kubernetes environments monitored by Metoro
Justfile integration that enables LLMs to execute any CLI or script commands with parameters safely and easily, with environment variable support and comprehensive testing.
npx just-mcp --stdioProgressive code-intelligence MCP server: map project structure, fuzzy-find symbols, and assess change-impact across Python, JS/TS, and Go (powered by ast-grep).
pip install uv