Retrieval from AWS Knowledge Base using Bedrock Agent Runtime

Web and local search using Brave's Search API

AI image generation using various models

Reference / test server with prompts, resources, and tools

Web content fetching and conversion for efficient LLM usage

Secure file operations with configurable access controls

Tools to read, search, and manipulate Git repositories

Repository management, file operations, and GitHub API integration

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

Interact with Redis key-value stores

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

Time and timezone conversion capabilities

21st.dev Magic

official

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

Adfin

official

The only platform you need to get paid - all payments in one place, invoicing and accounting reconciliations with [Adfin](https://www.adfin.com/).

AgentQL

official

Enable AI agents to get structured data from unstructured web with [AgentQL](https://www.agentql.com/).

AgentRPC

official

Connect to any function, any language, across network boundaries using [AgentRPC](https://www.agentrpc.com/).

Aiven

official

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

Apache IoTDB

official

MCP Server for [Apache IoTDB](https://github.com/apache/iotdb) database and its tools

Apify

official

[Actors MCP Server](https://apify.com/apify/actors-mcp-server): Use 3,000+ pre-built cloud tools to extract data from websites, e-commerce, social media, search engines, maps, and more

APIMatic MCP

official

APIMatic MCP Server is used to validate OpenAPI specifications using [APIMatic](https://www.apimatic.io/). The server processes OpenAPI files and returns validation summaries by leveraging APIMatic’s API.

Astra DB

official

Comprehensive tools for managing collections and documents in a [DataStax Astra DB](https://www.datastax.com/products/datastax-astra) NoSQL database with a full range of operations such as create, update, delete, find, and associated bulk actions.

Atlan

official

The Atlan Model Context Protocol server allows you to interact with the [Atlan](https://www.atlan.com/) services through multiple tools.

Audiense Insights

official

Marketing insights and audience analysis from [Audiense](https://www.audiense.com/products/audiense-insights) reports, covering demographic, cultural, influencer, and content engagement analysis.

AWS

official

Specialized MCP servers that bring AWS best practices directly to your development workflow.

Axiom

official

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

Bankless Onchain

official

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

BICScan

official

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

Bitrise

official

Chat with your builds, CI, and [more](https://bitrise.io/blog/post/chat-with-your-builds-ci-and-more-introducing-the-bitrise-mcp-server).

Box

official

Interact with the Intelligent Content Management platform through Box AI.

Browserbase

official

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

Chronulus AI

official

Predict anything with Chronulus AI forecasting and prediction agents.

CircleCI

official

Enable AI Agents to fix build failures from CircleCI.

ClickHouse

official

Query your [ClickHouse](https://clickhouse.com/) database server.

Codacy

official

Interact with [Codacy](https://www.codacy.com) API to query code quality issues, vulnerabilities, and coverage insights about your code.

CodeLogic

official

Interact with [CodeLogic](https://codelogic.com), a Software Intelligence platform that graphs complex code and data architecture dependencies, to boost AI accuracy and insight.

Comet Opik

official

Query and analyze your [Opik](https://github.com/comet-ml/opik) logs, traces, prompts and all other telemtry data from your LLMs in natural language.

Dart

official

Interact with task, doc, and project data in [Dart](https://itsdart.com), an AI-native project management tool

DevHub

official

Manage and utilize website content within the [DevHub](https://www.devhub.com) CMS platform

E2B

official

Run code in secure sandboxes hosted by [E2B](https://e2b.dev)

EduBase

official

Interact with [EduBase](https://www.edubase.net), a comprehensive e-learning platform with advanced quizzing, exam management, and content organization capabilities

Elasticsearch

official

Query your data in [Elasticsearch](https://www.elastic.co/elasticsearch)

eSignatures

official

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

Exa

official

Search Engine made for AIs by [Exa](https://exa.ai)

Fewsats

official

Enable AI Agents to purchase anything in a secure way using [Fewsats](https://fewsats.com)

Fibery

official

Perform queries and entity operations in your [Fibery](https://fibery.io) workspace.

Financial Datasets

official

Stock market API made for AI agents

Firecrawl

official

Extract web data with [Firecrawl](https://firecrawl.dev)

Fireproof

official

Immutable ledger database with live synchronization

Gitee

official

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

gotoHuman

official

Human-in-the-loop platform - Allow AI agents and automations to send requests for approval to your [gotoHuman](https://www.gotohuman.com) inbox.

Grafana

official

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

Graphlit

official

Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a searchable [Graphlit](https://www.graphlit.com) project.

GreptimeDB

official

Provides AI assistants with a secure and structured way to explore and analyze data in [GreptimeDB](https://github.com/GreptimeTeam/greptimedb).

Heroku

official

Interact with the Heroku Platform through LLM-driven tools for managing apps, add-ons, dynos, databases, and more.

Hologres

official

Connect to a [Hologres](https://www.alibabacloud.com/en/product/hologres) instance, get table metadata, query and analyze data.

Hyperbrowser

official

[Hyperbrowser](https://www.hyperbrowser.ai/) 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

ForeverVM

official

Run Python in a code sandbox.

Inbox Zero

official

AI personal assistant for email [Inbox Zero](https://www.getinboxzero.com)

Inkeep

official

RAG Search over your content powered by [Inkeep](https://inkeep.com)

Integration App

official

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

Kagi Search

official

Search the web using Kagi's search API

Keboola

official

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

Klavis ReportGen

official

Create professional reports from a simple user query.

Lara Translate

official

MCP Server for Lara Translate API, enabling powerful translation capabilities with support for language detection and context-aware translations.

Logfire

official

Provides access to OpenTelemetry traces and metrics through Logfire.

Langfuse Prompt Management

official

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

Lingo.dev

official

Make your AI agent speak every language on the planet, using [Lingo.dev](https://lingo.dev) Localization Engine.

Mailgun

official

Interact with Mailgun API.

Make

official

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

Meilisearch

official

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

MotherDuck

official

Query and analyze data with MotherDuck and local DuckDB

Needle

official

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

Neo4j

official

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

Neon

official

Interact with the Neon serverless Postgres platform

Notion

official

This project implements an MCP server for the Notion API.

OceanBase

official

MCP Server for OceanBase database and its tools

Octagon

official

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

OlaMaps

official

Official Ola Maps MCP Server for services like geocode, directions, place details and many more.

Oxylabs

official

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

Paddle

official

Interact with the Paddle API. Manage product catalog, billing and subscriptions, and reports.

PayPal

official

PayPal's official MCP server.

Perplexity

official

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

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

Rember

official

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

Riza

official

Arbitrary code execution and tool-use platform for LLMs by [Riza](https://riza.io)

ScreenshotOne

official

Render website screenshots with [ScreenshotOne](https://screenshotone.com/)

Semgrep

official

Enable AI agents to secure code with [Semgrep](https://semgrep.dev/).

StarRocks

official

Interact with [StarRocks](https://www.starrocks.io/)

Stripe

official

Interact with Stripe API

Tavily

official

Search engine for AI agents (search + extract) powered by [Tavily](https://tavily.com/)

Thirdweb

official

Read/write to over 2k blockchains, enabling data querying, contract analysis/deployment, and transaction execution, powered by [Thirdweb](https://thirdweb.com/)

Tinybird

official

Interact with Tinybird serverless ClickHouse platform

UnifAI

official

Dynamically search and call tools using [UnifAI Network](https://unifai.network)

Unstructured

official

Set up and interact with your unstructured data processing workflows in [Unstructured Platform](https://unstructured.io)

[Vectorize](https://vectorize.io) MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.

Verodat

official

Interact with Verodat AI Ready Data platform

VeyraX

official

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

Xero

official

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

Zapier

official

Connect your AI Agents to 8,000 apps instantly.

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

an MCP server to control Ableton Live.

Provides tools to search Airbnb and get listing details.

MCP server to search more than 5000+ AI agents and tools of various categories from [AI Agent Marketplace Index](http://www.deepnlp.org/store/ai-agent) and monitor traffic of AI Agents.

A comprehensive MCP server for tooling interactions (40+) and resource accessibility (60+) plus many useful prompts for interacting with the Algorand blockchain.

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

Read and write access to [Airtable](https://airtable.com/) databases, with schema inspection.

Airtable Model Context Protocol Server.

MCP server for stock market data API [AlphaVantage](https://www.alphavantage.co)

An MCP server for interacting with your [Anki](https://apps.ankiweb.net) decks and cards.

Interact with any OpenAI SDK Compatible Chat Completions API like OpenAI, Perplexity, Groq, xAI and many more.

An MCP server that allows you to interact with your MacOS Calendar through natural language, including features such as event creation, modification, schedule listing, finding free time slots etc.

MCP Server that provides database interaction capabilities through [ArangoDB](https://arangodb.com/).

MCP Server that enables AI-powered robotics using Claude AI and Arduino (ESP32) for real-world automation and interaction with robots.

Interact with Atlassian Cloud products (Confluence and Jira) including searching/reading Confluence spaces/pages, accessing Jira issues, and project metadata.

An MCP server running inside a trusted execution environment (TEE) via Gramine, showcasing remote attestation using [RA-TLS](https://gramine.readthedocs.io/en/stable/attestation.html). This allows an MCP client to verify the server before conencting.

Perform operations on your AWS resources using an LLM.

A MCP server for AWS Athena to run SQL queries on Glue Catalog.

Optimize your AWS spend (including Amazon Bedrock spend) with this MCP server by examining spend across regions, services, instance types and foundation models ([demo video](https://www.youtube.com/watch?v=WuVOmYLRFmI&feature=youtu.be)).

Run generated python code to securely query or modify any AWS resources supported by boto3.

A sample MCP server for AWS S3 that flexibly fetches objects from S3 such as PDF documents.

Query and analyze Azure Data Explorer databases.

An MCP server that provides a bridge to Azure DevOps services, enabling AI assistants to query and manage work items.

Web search with Baidu Cloud's AI Search

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

An MCP server for the [College Football Data API](https://collegefootballdata.com/).

Query and Summarize chat messages with LLM. by [mcpso](https://mcp.so)

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

Vector database server for semantic document search and metadata filtering, built on Chroma

Cloudinary Model Context Protocol Server to upload media to Cloudinary and get back the media link and details.

A coding assistant MCP server that allows to explore a code-base and make changes to code. Should be used with trusted repos only (insufficient protection against prompt injections).

An MCP server that allows LLMs to execute Python code within a specified Conda environment.

An MCP server to create secure code sandbox environment for executing code within Docker containers.

GraphRAG memory server with customizable ingestion, data processing and search

Provides access to [coinmarketcap](https://coinmarketcap.com/) cryptocurrency data.

Read, update, delete, publish content in your [Contentful](https://contentful.com) space(s) from this MCP Server.

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

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

Connect LLMs to real-time, rights-cleared, proprietary data from trusted sources. Access specialized models for Real-Time Web Search, News, Sports, Financial Data, Crypto, and premium publisher content. Explore data models at [marketplace.dappier.com](https://marketplace.dappier.com/marketplace).

Allows LLMs to run SQL queries, list and get details of jobs executions in a Databricks account.

Datadog MCP Server for application tracing, monitoring, dashboard, incidents queries built on official datadog api.

MCP server for autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort. NOTE: Will execute arbitrary Python code on your machine, please use with caution!

Browse and analyze Hugging Face datasets with features like search, filtering, statistics, and data export

Universal database MCP server connecting to MySQL, PostgreSQL, SQLite, DuckDB and etc.

Model Context Protocol server integrating DeepSeek's advanced language models, in addition to [other useful API endpoints](https://github.com/DMontgomery40/deepseek-mcp-server?tab=readme-ov-file#features)

A Model Context Protocol (MCP) server implementation connecting Claude Desktop with DeepSeek's language models (R1/V3)

A MCP (Model Context Protocol) provider Deepseek reasoning content to MCP-enabled AI Clients, like Claude Desktop. Supports access to Deepseek's thought processes from the Deepseek API service or from a local Ollama server.

An MCP server to integrate with [Descope](https://descope.com) to search audit logs, manage users, and more.

An MCP server to integrate with DevRev APIs to search through your DevRev Knowledge Graph where objects can be imported from diff. sources listed [here](https://devrev.ai/docs/import#available-sources).

An MCP server to query and retrieve medical images and for parsing and reading dicom-encapsulated documents (pdf etc.).

A simple implementation of an MCP server for dify workflows.

A MCP server to connect to Discord guilds through a bot and read and write messages in channels

A MCP server, which connects to Discord through a bot, and provides comprehensive integration with Discord.

For Discord API integration by Klavis AI

A MCP server to search Discourse posts on a Discourse forum.

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

Server for interacting with [Drupal](https://www.drupal.org/project/mcp) using STDIO transport layer.

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

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

MCP server implementation that provides Elasticsearch interaction.

A server that integrates with ElevenLabs text-to-speech API capable of generating full voiceovers with multiple voices.

An MCP server to integrate Ergo Blockchain Node and Explorer APIs for checking address balances, analyzing transactions, viewing transaction history, performing forensic analysis of addresses, searching for tokens, and monitoring network status.

Extension of the Eunomia framework that connects Eunomia instruments with MCP servers

Comprehensive blockchain services for 30+ EVM networks, supporting native tokens, ERC20, NFTs, smart contracts, transactions, and ENS resolution.

Fast file searching capabilities across Windows (using [Everything SDK](https://www.voidtools.com/support/everything/sdk/)), macOS (using mdfind command), and Linux (using locate/plocate command).

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

Give your coding agent direct access to up-to date Fantasy Premier League data

A remote, dynamic MCP server with a unified API that connects to 1,000+ tools, actions, and workflows, featuring built-in authentication and monitoring.

A server that flexibly fetches HTML, JSON, Markdown, or plaintext.

MCP server for Fingertip.com to search and create new sites.

Give your coding agent direct access to Figma file data, helping it one-shot design implementation.

Server to interact with Firebase services including Firebase Authentication, Firestore, and Firebase Storage.

Advanced web scraping with JavaScript rendering, PDF support, and smart rate limiting

A Claude Desktop MCP server that helps you track flights in real-time using Flightradar24 data.

A Model Context Protocol (MCP) server for interacting with Ghost CMS through LLM interfaces like Claude.

A Model Context Protocol (MCP) server for interacting with Github Actions.

A server that uses Glean API to search and chat.

A Model Context Protocol (MCP) server for Gmail integration in Claude Desktop with auto authentication support.

Remote hostable MCP server that can get and send Gmail messages without local credential or file system setup.

a Goal Tracker and Visualization Tool for personal and professional development.

Run more than +200 onchain actions on any blockchain including Ethereum, Solana and Base.

A MCP server providing comprehensive Godot engine integration for project editing, debugging, and scene management.

Secure file operations with configurable access controls built with Go!

A simple MCP server that delivers curated positive and uplifting news stories.

Integration with Google Calendar to check schedules, find time, and add/delete events

Google Calendar MCP Server for managing Google calendar events. Also supports searching for events by attributes like title and location.

Provides Google Search results via the Google Custom Search API

Google Tasks API Model Context Protocol Server.

Allow LLMs to explore large GraphQL schemas without bloating the context.

Access to profile data and management of user account with [HorizonDataWave.ai](https://horizondatawave.ai/).

Access specialized web3 AI agents for blockchain analysis, smart contract security, token metrics, and blockchain interactions through the [Heurist Mesh network](https://github.com/heurist-network/heurist-agent-framework/tree/main/mesh).

Interact with [Holaspirit](https://www.holaspirit.com/).

Interact with [Home Assistant](https://www.home-assistant.io/) including viewing and controlling lights, switches, sensors, and all other Home Assistant entities.

Docker-ready MCP server for Home Assistant with entity management, domain summaries, automation support, and guided conversations. Includes pre-built container images for easy installation.

HubSpot CRM integration for managing contacts and companies. Create and retrieve CRM data directly through Claude chat.

Server for using HuggingFace Spaces, supporting Open Source Image, Audio, Text Models and more. Claude Desktop mode for easy integration.

An MCP server implementation that integrates the Hyperliquid SDK for exchange data.

Connect to iFlytek Workflow via the MCP server and run your own Agent.

This MCP server provides image generation capabilities using the Replicate Flux model.

Run queries against InfluxDB OSS API v2.

Interact with an Apache Unomi CDP customer data platform to retrieve and update customer profiles

An MCP-compliant server for retrieving customer support tickets from Intercom. This tool enables AI assistants like Claude Desktop and Cline to access and analyze your Intercom support tickets.

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

Integration with iTerm2 terminal emulator for macOS, enabling LLMs to execute and monitor terminal commands.

Make drawings using a JavaFX canvas

Connect to any JDBC-compatible database and query, insert, update, delete, and more. Supports MySQL, PostgreSQL, Oracle, SQL Server, sqllite and [more](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc#supported-jdbc-variants).

JSON handling and processing server with advanced query capabilities using JSONPath syntax and support for array, string, numeric, and date operations.

MCP server for KiCad on Mac, Windows, and Linux.

This MCP server enables natural language interaction with Keycloak for user and realm management including creating, deleting, and listing users and realms.

Manage records and apps in [kintone](https://kintone.com) through LLM tools.

A Model Context Protocol (MCP) server for interacting with Kong Konnect APIs, allowing AI assistants to query and analyze Kong Gateway configurations, traffic, and analytics.

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

A powerful Kubernetes MCP server with additional support for OpenShift. Besides providing CRUD operations for any Kubernetes resource, this server provides specialized tools to interact with your cluster.

A Model Context Protocol server for document Q&A powered by Langflow. It demonstrates core MCP concepts by providing a simple interface to query documents through a Langflow backend.

Interact with [Lightdash](https://www.lightdash.com/), a BI tool.

Allows LLM to interact with Linear's API for project management, including searching, creating, and updating issues.

Allows LLM to interact with Linear's API via a single static binary.

Provides a repo-packing MCP tool with configurable profiles that specify file inclusion/exclusion patterns and optional prompts.

An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages.

MariaDB database integration with configurable access controls in Python.

Convert between various file formats using Pandoc

Convert files to Markdown

Connect to your SaaS tools like HubSpot, Salesforce, and more.

Suggest the right MCP server for your needs

A dynamic MCP server management service that creates, runs, and manages Model Context Protocol servers on-the-fly.

This server is a server that installs other MCP servers for you.

Golang-based Kubernetes server for MCP to browse pods and their logs, events, namespaces and more. Built to be extensible.

"primitive" RAG-like web search model context protocol (MCP) server that runs locally using Google's MediaPipe Text Embedder and DuckDuckGo Search. ✨ no APIs required ✨.

Connect to MCP servers that run on SSE transport, or expose stdio servers as an SSE server.

A Model Context Protocol server for Mem0, which helps with managing coding preferences.

Save and query your agent memory in distributed way by Membase.

MSSQL database integration with configurable access controls and schema inspection

MCP to convert almost anything to Markdown (PPTX, HTML, PDF, Youtube Transcripts and more)

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

MCP server for RAG on local files

A Model Context Protocol Server for MongoDB.

Full Featured MCP Server for MongoDB Databases.

MCP Server to interact with Monday.com boards and items.

The gateway for GenAI systems to interact with multiple Kubernetes clusters.

This MCP server provides tools and resources for AI assistants to manage n8n workflows and executions, including listing, creating, updating, and deleting workflows, as well as monitoring their execution status.

The server provides latest information of park details, alerts, visitor centers, campgrounds, hiking trails, and events for U.S. National Parks.

Access Dutch Railways (NS) real-time train travel information and disruptions through the official NS API.

A community built server that interacts with Neo4j Graph Database.

An MCP Server for your Neovim session.

C++ MCP integration for Oat++. Use [Oat++](https://oatpp.io) to build MCP servers.

Read and search through your Obsidian vault or any directory containing Markdown notes

(by Steven Stavrakis) An MCP server for Obsidian.md with tools for searching, reading, writing, and organizing notes.

(by yuanoOo) A Model Context Protocol (MCP) server that enables secure interaction with OceanBase databases.

Interact with Okta API.

(by Rajesh Vijay) An MCP server that connects to Microsoft OneNote using the Microsoft Graph API. Reading notebooks, sections, and pages from OneNote,Creating new notebooks, sections, and pages in OneNote.

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

Interact with [OpenAPI](https://www.openapis.org/) APIs.

Interact with large [OpenAPI](https://www.openapis.org/) docs using built-in semantic search for endpoints. Allows for customizing the MCP server prefix.

Allow LLMs to explore large [OpenAPI](https://www.openapis.org/) schemas without bloating the context.

Interact with OpenCTI platform to retrieve threat intelligence data including reports, indicators, malware and threat actors.

Interact with OpenDota API to retrieve Dota 2 match data, player statistics, and more.

Interact with and discover JSON-RPC APIs via [OpenRPC](https://open-rpc.org).

Content editing codes, value map, and positioning tools for product marketing.

MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more.

A Personal Intelligence Framework (PIF), providing tools for file operations, structured reasoning, and journal-based documentation to support continuity and evolving human-AI collaboration across sessions.

MCP server for searching and uploading records to Pinecone. Allows for simple RAG features, leveraging Pinecone's Inference API.

Generate image and video creatives using Placid.app templates

This MCP Server will help you run browser automation and webscraping using Playwright

MCP server for running Postman Collections locally via Newman. Allows for simple execution of Postman Server and returns the results of whether the collection passed all the tests.

Integrate the Productboard API into agentic workflows via MCP.

Query and analyze Prometheus - open-source monitoring system.

MCP Server to Interact with Pulumi API, creates and lists Stacks

Send instant notifications to your devices using [Pushover.net](https://pushover.net/)

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

A Model Context Protocol server for generating charts using QuickChart.io

A Model Context Protocol (MCP) server implementation for the Qwen models.

The MCP server that interacts with RabbitMQ to publish and consume messages.

Interact with your [Reaper](https://www.reaper.fm/) (Digital Audio Workstation) projects.

Redis database operations and caching microservice server with support for key-value operations, expiration management, and pattern-based key listing.

An MCP server designed for interacting with the Rememberizer data source, facilitating enhanced knowledge retrieval.

Search, run and manage machine learning models on Replicate through a simple tool-based interface. Browse models, create predictions, track their status, and handle generated images.

Send email using Resend services

An MCP server providing realistic browser-like HTTP request capabilities with accurate TLS/JA3/JA4 fingerprints for bypassing anti-bot measures.

Interface with the Rijksmuseum API to search artworks, retrieve artwork details, access image tiles, and explore user collections.

MCP server for League of Legends – fetch player info, ranks, champion stats, and match history via Riot API.

Interact with Salesforce Data and Metadata

A MCP server to search for scholarly and academic articles.

Access text content from bot-protected websites. Fetches HTML/markdown from sites with anti-automation measures using Scrapling.

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

(by Stefano Amorelli) A community Model Context Protocol Server to access financial filings and data through the U.S. Securities and Exchange Commission ([SEC](https://www.sec.gov/)) `Electronic Data Gathering, Analysis, and Retrieval` ([EDGAR](https://www.sec.gov/submit-filings/about-edgar)) database

A MCP server to interact with a ServiceNow instance

MCP to interact with Shopify API including order, product, customers and so on.

MCP to interact with Siri Shortcuts on macOS. Exposes all Shortcuts as MCP tools.

This MCP server enables LLMs to interact with Snowflake databases, allowing for secure and controlled data operations.

This MCP server provides real-time football match data based on the SoccerDataAPI.

This MCP server enables LLMs to interact with the Solana blockchain with help of Solana Agent Kit by SendAI, allowing for 40+ protcool actions and growing

This MCP allows an LLM to play and use Spotify.

This MCP provides relevant commands, documentation, and other information to allow LLMs to take full advantage of Starwind UI's open source Astro components.

This MCP allows integration with Stripe for handling payments, customers, and refunds.

This MCP server lets LLMs to interact with the ShaderToy API, allowing LLMs to learn from compute shaders examples and enabling them to create complex GLSL shaders that they are previously not capable of.

This MCP server integrates with The Movie Database (TMDB) API to provide movie information, search capabilities, and recommendations.

An MCP server for Tavily's search & news API, with explicit site inclusions/exclusions

An MCP server that provides paginated chat reading, message retrieval, and message sending capabilities for Telegram through Telethon integration.

A Telegram API bridge that manages user data, dialogs, messages, drafts, read status, and more for seamless interactions.

A MCP server that enables secure terminal command execution, directory navigation, and file system operations through a standardized interface.

MCP server for teamfight tactics match history & match details fetching, providing user the detailed context for every match.

Search for events, venues, and attractions through the Ticketmaster Discovery API

A Model Context Protocol (MCP) server designed to integrate with the TickTick task management platform, enabling intelligent context-aware task operations and automation.

Interact with Todoist to manage your tasks.

A Model Context Protocol (MCP) server implementation that provides AI models with access to Typesense search capabilities. This server enables LLMs to discover, search, and analyze data stored in Typesense collections.

Travel planning and itinerary management server integrating with Google Maps API for location search, place details, and route calculations.

An MCP server that enables LLMs to interact with Unity Catalog AI, supporting CRUD operations on Unity Catalog Functions and executing them as MCP tools.

An MCP server that enables LLMs to interact with Unity3d Game Engine, supporting access to a variety of the Unit's Editor engine tools (e.g. Console Logs, Test Runner logs, Editor functions, hierarchy state, etc) and executing them as MCP tools or gather them as resources.

Advanced Unity3d Game Engine MCP which supports ,Execution of Any Editor Related Code Directly Inside of Unity, Fetch Logs, Get Editor State and Allow File Access of the Project making it much more useful in Script Editing or asset creation.

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

A Model Context Protocol Server to add, edit, and search videos with [Video Jungle](https://www.video-jungle.com/).

Integrates Google Map, Google Street View, PixAI, Stability.ai, ComfyUI API and Bluesky to provide a virtual location simulation in LLM (written in Effect.ts)

A sample MCP server for VolcEngine TOS that flexibly get objects from TOS.

The Wanaku MCP Router is a SSE-based MCP server that provides an extensible routing engine that allows integrating your enterprise systems with AI agents.

Interfact with the Webflow APIs

A mcp server for tracking cryptocurrency whale transactions.

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

Wikidata MCP server that interact with Wikidata, by searching identifiers, extracting metadata, and executing sparql query.

WildFly MCP server that enables LLM to interact with running WildFly servers (retrieve metrics, logs, invoke operations, ...).

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

A server that fetches data indicators available with the World Bank as part of their data API

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

Enabling clients to interact with Xero system for streamlined accounting, invoicing, and business operations.

🗄️ An MCP server that supports fetching data from a database using natural language queries, powered by XiyanSQL as the text-to-SQL LLM.

Read and search through your XMind directory containing XMind files.

Extract Youtube video information (with proxies support).

Comprehensive YouTube API integration for video management, Shorts creation, and analytics.

Get weather information from https://api.open-meteo.com API.