Awesome MCP Servers

Web and local search using Brave's Search API

Web content fetching and conversion for efficient LLM usage

Secure file operations with configurable access controls

Tools to read, search, and manipulate Git repositories

GitLab API, enabling project management

File access and search capabilities for Google Drive

Location services, directions, and place details

Knowledge graph-based persistent memory system

Read-only database access with schema inspection

Browser automation and web scraping

Retrieving and analyzing issues from Sentry.io

Dynamic and reflective problem-solving through thought sequences

Channel management and messaging capabilities

Database interaction and business intelligence capabilities

Create crafted UI components inspired by the best 21st.dev design engineers.

The only platform you need to get paid - all payments in one place, invoicing and accounting reconciliations with Adfin.

Enable AI agents to get structured data from unstructured web with AgentQL.

Connect to any function, any language, across network boundaries using AgentRPC.

Navigate your Aiven projects and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services

ALAPI MCP Tools,Call hundreds of API interfaces via MCP

Use 3,000+ pre-built cloud tools to extract data from websites, e-commerce, social media, search engines, maps, and more

APIMatic MCP Server is used to validate OpenAPI specifications using APIMatic. The server processes OpenAPI files and returns validation summaries by leveraging APIMatic’s API.

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

Enable AI agents to interact with the Atla API for state-of-the-art LLMJ evaluation.

Official MCP Server from Atlan which enables you to bring the power of metadata to your AI tools

Marketing insights and audience analysis from Audiense reports, covering demographic, cultural, influencer, and content engagement analysis.

Query Amazon Bedrock Knowledge Bases using natural language to retrieve relevant information from your data sources.

Get prescriptive CDK advice, explain CDK Nag rules, check suppressions, generate Bedrock Agent schemas, and discover AWS Solutions Constructs patterns.

Core AWS MCP server providing prompt understanding and server management capabilities.

Analyze CDK projects to identify AWS services used and get pricing information from AWS pricing webpages and API.

Fetch, convert, and search AWS documentation pages, with recommendations for related content.

Generate images using Amazon Nova Canvas with text prompts and color guidance.

Query and analyze your Axiom logs, traces, and all other event data in natural language

Query Onchain data, like ERC20 tokens, transaction history, smart contract state.

Read and write access to your Baserow tables.

Interact with the Intelligent Content Management platform through Box AI.

Discover, extract, and interact with the web - one interface powering automated access across the public internet.

Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more)

Bring the full power of BrowserStack’s Test Platform to your AI tools, making testing faster and easier for every developer and tester on your team.

Flag features, manage company data, and control feature access using Bucket

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

MCP Server that connects AI agents to Chargebee platform.

Embeddings, vector search, document storage, and full-text search with the open-source AI application database

Predict anything with Chronulus AI forecasting and prediction agents.

Enable AI Agents to fix build failures from CircleCI.

Query your ClickHouse database server.

Deploy, configure & interrogate your resources on the Cloudflare developer platform (e.g. Workers/KV/R2/D1)

Query and analyze your Opik logs, traces, prompts and all other telemtry data from your LLMs in natural language.

Context7 MCP - Up-to-date Docs For Any Cursor Prompt

Introspect and query your apps deployed to Convex.

Interact with the data stored in Couchbase clusters using natural language.

Interact with capabilities of the CRIC Wuye AI platform, an intelligent assistant specifically for the property management industry.

MCP server for the Computer-Use Agent (CUA), allowing you to run CUA through Claude Desktop or other MCP clients.

Enable AI Agents to fix Playwright test failures reported to Currents (https://currents.dev).

Generate high-quality text-to-speech and text-to-voice outputs using the DAISYS platform.

Interact with task, doc, and project data in Dart, an AI-native project management tool

A Model Context Protocol (MCP) server that provides tools for AI, allowing it to interact with the DataWorks Open API through a standardized interface. This implementation is based on the Aliyun Open API and enables AI agents to perform cloud resources operations seamlessly.

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.

MCP Server for DealX platform

Remote, no-auth MCP server providing AI-powered codebase context and answers

Manage and utilize website content within the DevHub CMS platform

Access real-time DEX analytics across 20+ blockchains with DexPaprika API, tracking 5M+ tokens, pools, volumes, and historical market data. Built by CoinPaprika.

A code observability MCP enabling dynamic code analysis based on OTEL/APM data to assist in code reviews, issues identification and fix, highlighting risky code etc.

An MCP server for fetching verifiable random numbers from the drand network.

Run code in secure sandboxes hosted by E2B

An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL.

Interact with EduBase, a comprehensive e-learning platform with advanced quizzing, exam management, and content organization capabilities.

Create and publish unlimited podcast shows and episodes with ELEMENT.FM

The official ElevenLabs MCP server

Contract and template management for drafting, reviewing, and sending binding contracts.

Search Engine made for AIs by Exa

Enable AI Agents to purchase anything in a secure way using Fewsats

Perform queries and entity operations in your Fibery workspace.

Stock market API made for AI agents

Extract web data with Firecrawl

Immutable ledger database with live synchronization

Run Python in a code sandbox.

Gitee API integration, repository, issue, and pull request management, and more.

GitHub's official MCP Server

Network access with the ability to run commands like ping, traceroute, mtr, http, dns resolve.

Human-in-the-loop platform - Allow AI agents and automations to send requests for approval to your gotoHuman inbox.

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

Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a searchable Graphlit project.

Provides AI assistants with a secure and structured way to explore and analyze data in GreptimeDB.

Create and read feature flags, review experiments, generate flag types, search docs, and interact with GrowthBook's feature flagging and experimentation platform.

Connect to a Hologres instance, get table metadata, query and analyze data.

Official Hostinger API MCP server for services managment.

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

Hyperbrowser is the next-generation platform empowering AI agents and enabling effortless, scalable browser automation.

Tool platform by IBM to build, test and deploy tools for any data source

AI personal assistant for email Inbox Zero

RAG Search over your content powered by Inkeep

Interact with any other SaaS applications on behalf of your customers.

Work on your code with JetBrains IDEs

Work on dataset metadata with MLCommons Croissant validation and creation.

Search the web using Kagi's search API

Build robust data workflows, integrations, and analytics on a single intuitive platform.

Open-source tool for collaborative editing, versioning, evaluating, and releasing prompts.

Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster.

Integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account.

Make your AI agent speak every language on the planet, using Lingo.dev Localization Engine.

Provides access to OpenTelemetry traces and metrics through Logfire.

Interact with Mailgun API.

Integrates with Mailtrap Email API.

Turn your Make scenarios into callable tools for AI assistants.

Client implementation for Mastra, providing seamless integration with MCP-compatible AI models and tools.

Provides AI assistants with direct access to Mastra.ai's complete knowledge base.

Open source MCP server specializing in easy, fast, and secure tools for Databases.

Interact & query with Meilisearch (Full-text & semantic search API)

Query and interact with kubernetes environments monitored by Metoro

Search, Query and interact with data in your Milvus Vector Database.

Query and analyze data with MotherDuck and local DuckDB

generate lyrics, song and background music(instrumental)

Production-ready RAG out of the box to search and retrieve data from your own documents.

Neo4j graph database server (schema + read/write-cypher) and separate graph database backed memory

Interact with the Neon serverless Postgres platform

MCP server for managing accounting and taxes with Norman Finance.

Notion official MCP server

Leverage Notte Web AI agents & cloud browser sessions for scalable browser automation & scraping workflows

MCP Server for OceanBase database and its tools

Deliver real-time investment research with extensive private and public market data.

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.

Scrape websites with Oxylabs Web API, supporting dynamic rendering and parsing for structured data extraction.

The PayPal Model Context Protocol server allows you to integrate with PayPal APIs through function calling. This protocol supports various tools to interact with different PayPal services.

An MCP server that connects to Perplexity's Sonar API, enabling real-time web-wide research in conversational AI.

MCP Server for PGYER platform, supports uploading, querying apps, etc.

The official Plane MCP server provides integration with Plane APIs, enabling full AI automation of Plane projects, work items, cycles and more.

Playwright MCP server

A comprehensive proxy that combines multiple MCP servers into a single MCP. It provides discovery and management of tools, prompts, resources, and templates across servers, plus a playground for debugging when building MCP servers.

An MCP server that provides tools to interact with Powerdrill datasets, enabling smart AI data analysis and insights.

Integration with QA Sphere test management system, enabling LLMs to discover, summarize, and interact with test cases directly from AI-powered IDEs

Implement semantic memory layer on top of the Qdrant vector search engine

Interact with the RAD Security platform which provides AI-powered security insights for Kubernetes and cloud environments.

Interact with Ramp's Developer API to run analysis on your spend and gain insights leveraging LLMs

Interact with your crash reporting and real using monitoring data on your Raygun account

Enable Similarity-Distance-Magnitude statistical verification for your search, software, and data science workflows

Create spaced repetition flashcards in Rember to remember anything you learn in your chats

Arbitrary code execution and tool-use platform for LLMs by Riza

Equip AI agents with evaluation and self-improvement capabilities with Root Signals

Integrate real-time Scrapeless Google SERP(Google Search, Google Flight, Google Map, Google Jobs....) results into your LLM applications. This server enables dynamic context retrieval for AI workflows, chatbots, and research tools.

Turn websites into datasets with Scrapezy

Render website screenshots with ScreenshotOne

One API for Search, Crawling, and Sitemaps

Enable AI agents to secure code with Semgrep.

Official MCP server for Sentry.

Interact with the SingleStore database platform

A Model Context Protocol (MCP) server for square

Interact with StarRocks

Interact with Stripe API

Connects to Supabase platform for database, auth, edge functions and more.

Official Taskeract MCP Server for integrating your Taskeract project tasks and load the context of your tasks into your MCP enabled app.

Search engine for AI agents (search + extract) powered by Tavily

Quickly integrate with Tencent Cloud Storage (COS) and Data Processing (CI) capabilities powered

A collection of tools for managing the platform, addressing data quality and reading and writing to Teradata Database.

Read/write to over 2k blockchains, enabling data querying, contract analysis/deployment, and transaction execution, powered by Thirdweb

Interact with Tinybird serverless ClickHouse platform

Connect your AI agents to Google-Meet, Zoom & Microsoft Teams through tl;dv

Execute stock and crypto trades via Trade Agent

Interact with Twilio APIs to send messages, manage phone numbers, configure your account, and more.

Dynamically search and call tools using UnifAI Network

Set up and interact with your unstructured data processing workflows in Unstructured Platform

Vectorize MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.

Interact with Verodat AI Ready Data platform

Single tool to control all 100+ API integrations, and UI components

Server for advanced AI-driven video editing, semantic search, multilingual transcription, generative media, voice cloning, and content moderation.

Access and manage your VISO TRUST third-party risk program directly through your AI assistant.

Interact with Webflow APIs to list and edit your site and CMS data.

Interact with WebScraping.AI for web data extraction and scraping.

Interact with the accounting data in your business using our official MCP server

Execute any LLM-generated code in the YepCode secure and scalable sandbox environment and create your own MCP tools using JavaScript or Python, with full support for NPM and PyPI packages

Connect your AI Agents to 8,000 apps instantly.

Interact with your MLOps and LLMOps pipelines through your ZenML MCP server

RAG MCP for your Agentset data.

Read and write access to Airtable databases.

A Model Context Protocol (MCP) server that enables AI assistants to integrate with Prometheus Alertmanager

A comprehensive MCP server for tooling interactions(40+) and resource accessibility(60+) plus many useful prompts to interact with Algorand Blockchain.

An MCP server that provides control over Android devices through ADB. Offers device screenshot capture, UI layout analysis, package management, and ADB command execution capabilities.

AniList MCP server for accessing AniList API data

Chat with any other OpenAI SDK Compatible Chat Completions API, like Perplexity, Groq, xAI and more

APISIX Model Context Protocol (MCP) server is used to bridge large language models (LLMs) with the APISIX Admin API, supporting querying and managing all resources in Apache APISIX.

Talk with your Apple Notes

An MCP Server Integration with Apple Shortcuts

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

Add smart Backup ability to coding agents like Windsurf, Cursor, Cluade Coder, etc

BigQuery database integration with schema inspection and query capabilities

Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities

A Binary Ninja plugin, MCP server, and bridge that seamlessly integrates Binary Ninja with your favorite MCP client.

integration that connects BloodHound with AI through MCP, allowing security professionals to analyze Active Directory attack paths using natural language queries instead of Cypher.

integrates with Bluesky API to query and search feeds and posts.

File access and search for Box.

Automate your local browser

Universal database MCP server supporting mainstream databases.

This server enables LLMs to use calculator for precise numerical calculations.

A CalDAV MCP server to expose calendar operations as tools for AI assistants.

MCP server for easy access to education data through your Canvas LMS instance.

Search for IP addresses using Chaitin's IP Intelligence API.

A Model Context Protocol server for generating visual charts using AntV.

A specialized MCP gateway for LLM enhancement prompts and jailbreaks with dynamic schema adaptation. Provides prompts for different LLMs using an enum-based approach.

Clojure linter

Obtains latest dependency details for Clojure libraries.

A MCP server that provides real-time cryptocurrency market data through CoinCap's public API without requiring authentication

MCP server to talk to your Opik cloud or open-source instance to query and analyze LLM traces, metrics and observability.

Interact with your content on the Contentful platform

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

Universal database MCP server supporting multiple database types including PostgreSQL, Redshift, CockroachDB, MySQL, RDS MySQL, Microsoft SQL Server, BigQuery, Oracle DB, and SQLite

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

Enables IDEs like Cursor and Windsurf to analyze large codebases using Gemini's 1M context window.

Tools to the query and execute of Dify workflows

Run and manage docker containers, docker compose, and logs

This server enables users to send emails through various email providers, including Gmail, Outlook, Yahoo, Sina, Sohu, 126, 163, and QQ Mail. It also supports attaching files from specified directories, making it easy to upload attachments along with the email content.

Fast Windows file search using Everything SDK

Exa AI Search API

Excel manipulation including data reading/writing, worksheet management, formatting, charts, and pivot table

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

Access and analyze Fathom Analytics data and reports

Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores per file, helping AI assistants understand the codebase. Automatically parses popular programming languages, Python, Lua, C, C++, Rust, Zig.

A GDB/MI protocol server based on the MCP protocol, providing remote application debugging capabilities with AI assistants.

The ultimate open-source server for advanced Gemini API interaction with MCP, intelligently selects models.

Gentoro generates MCP Servers based on OpenAPI specifications.

MCP server to provide golang packages and their information from pkg.go.dev

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 (MCP) server enabling interaction with Google Admin APIs.

Read, create, update and delete Google Keep notes.

Google News search capabilities with automatic topic categorization and multi-language support via SerpAPI integration.

A Model Context Protocol (MCP) server providing access to Google Programmable Search Engine (PSE) and Custom Search Engine (CSE).

A Model Context Protocol (MCP) server providing access to Google Search Console.

🏎️ ☁️ An MCP server application that sends various types of messages to the WeCom group robot.

Gru-sandbox(gbox) is an open source project that provides a self-hostable sandbox for MCP integration or other AI agent usecases.

GXtract is a MCP server designed to integrate with VS Code and other compatible editors (documentation: sascharo.github.io/gxtract). It provides a suite of tools for interacting with the GroundX platform, enabling you to leverage its powerful document understanding capabilities directly within your development environment.

A Model Context Protocol server for integrating HackMD's note-taking platform with AI assistants.

Turns any Swagger/OpenAPI REST endpoint with a yaml/json definition into an MCP Server with Langchain/Langflow integration automatically.

Interact with Home Assistant to control smart home devices, query states, manage automations, and troubleshoot your smart home setup.

Server for using HuggingFace Spaces, supporting Images, Audio, Text and more. Claude Desktop mode for ease-of-use.

MCP Server for automated reverse engineering with IDA Pro.

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

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

Fetch the content of a remote URL as Markdown with Jina Reader.

MCP server to provide Jira Tickets information to AI coding agents like Cursor.

MCP server empowers LLMs to interact with JSON files efficiently. With JSON MCP, you can split, merge, etc.

Provides multi-cluster Kubernetes management and operations using MCP, featuring a management interface, logging, and nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources.

Kagi search API integration

Provides multi-cluster Kubernetes management and operations using MCP, 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.

Connect to Kubernetes cluster and manage pods, deployments, services.

MCP Language Server gives MCP enabled clients access to semantic tools like get definition, references, rename, and diagnostics.

Integrates with Linear project management systems.

Share code context with LLMs via Model Context Protocol or clipboard.

Turn your Make scenarios into callable tools for AI assistants.

Tools to query latest Maven dependency information

MCP server for Autodesk Maya

An MCP (Model Context Protocol) aggregator that allows you to combine multiple MCP servers into a single endpoint allowing to filter specific tools.

MCP Expr-Lang provides a seamless integration between Claude AI and the powerful expr-lang expression evaluation engine.

Set up MCP servers in Claude Desktop

A Model Context Protocol (MCP) server for the Open Library API that enables AI assistants to search for book and author information.

Use command line tools in a secure fashion as MCP tools.

Golang-based Kubernetes MCP Server. Built to be extensible.

An enhanced MCP server for SearXNG web searching, utilizing a category-aware web-search, web-scraping, and includes a date/time retrieval tool.

a lightweight, local RAG memory store to record, retrieve, update, delete, and visualize persistent "memories" across sessions—perfect for developers working with multiple AI coders (like Windsurf, Cursor, or Copilot) or anyone who wants their AI to actually remember them.

MCP server that connects to the whole Microsoft 365 suite (Microsoft Office, Outlook, Excel) using Graph API (including mail, files, calendar)

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

Local RAG (on-premises) with MCP server.

Miro MCP server, exposing all functionalities available in official Miro SDK.

A Model Context Protocol (MCP) server that enables LLMs to interact directly with MongoDB databases

A Model Context Protocol Server for MongoDB

Full Featured MCP Server for MongoDB Database.

MySQL database integration with configurable access controls and schema inspection

List and analyze Netbird network peers, groups, policies, and more.

CalDAV Nectcloud calendar integration. Manage calendars, events, attendees, etc.

Manage and query databases, tenants, users, auth using LLMs

Manage NocoDB server, support read and write databases

Integrates with Notion's API to manage personal todo list

Search for npm packages

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!)

Interacting with Obsidian via REST API

Query OpenAI models directly from Claude using MCP protocol

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

MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, and plain text, with other formats like PDF, csv and docx in development.

An MCP server for interacting with a Paperless-NGX API server. This server provides tools for managing documents, tags, correspondents, and document types in your Paperless-NGX instance.

Access Australian Pharmaceutical Benefits Scheme data for medicine information, pricing, and availability. Built with Python and FastAPI.

Interacting with Perplexity

Interacting with Phabricator API

PiAPI MCP server makes user able to generate media content with Midjourney/Flux/Kling/Hunyuan/Udio/Trellis directly from Claude or any other MCP-compatible apps.

An MCP server using Playwright for browser automation and webscrapping

Multimodal MCP server for generating images, audio, and text with no authentication required

connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more.

MCP server for the incident management platform Rootly.

Search and crawl in one API

A Model Context Protocol Server for SearXNG

Secure fetch to prevent access to local resources

A powerful and flexible MCP server designed to enhance the development experience with Shadcn UI components, providing tools for component management, documentation, and installation.

MCP Server to let Claude / your AI control the browser

The most powerful MCP server for Slack Workspaces. This integration supports both Stdio and SSE transports, proxy settings and does not require any permissions or bots being created or approved by Workspace admins 😏.

Snowflake database integration with read/write capabilities and insight tracking

iOS Swift Package Manager server written in Swift

Product‑discovery and strategy platform integration. Create, query and update opportunities, solutions, outcomes, requirements and feedback from any MCP‑aware LLM.

Terragrunt documentation always up to date.

TikTok integration for getting post details and video subtitles

Interact with your Tmux sessions, windows and pane, execute commands in tmux panes and retrieve result.

Full implementation of Todoist Rest API for MCP server

Trello integration for working with boards, lists in boards and cards in lists.

A Go implementation of a Model Context Protocol (MCP) server for Trino, enabling LLM models to query distributed SQL databases through standardized tools.

MCP Server to control and interact with Unity3d Game Engine for game development

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

An MCP server for Cursor that enables requesting user input during generation process.

Vectorize MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.

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

The definitive Vibe Coder's sanity check MCP server: Prevents cascading errors by calling a "Vibe-check" agent to ensure alignment and prevent scope creep

Self-hosted Websearch API

MCP server that performs whois lookup against domain, IP, ASN and TLD.

MCP server for secure command-line interactions on Windows systems, enabling controlled access to PowerShell, CMD, and Git Bash shells.

Programmatic control over Windows system operations including mouse, keyboard, window management, and screen capture using nut.js.

🍎 Build iOS Xcode workspace/project and feed back errors to llm.

Fetch YouTube subtitles