Your MCP Resource Directory

Time

Time and timezone conversion capabilities

SQLite

Database interaction and business intelligence capabilities

Slack

Channel management and messaging capabilities

Sequential Thinking

Dynamic and reflective problem-solving through thought sequences

Sentry

Retrieving and analyzing issues from Sentry.io

Redis

Interact with Redis key-value stores

Puppeteer

Browser automation and web scraping

PostgreSQL

Read-only database access with schema inspection

Knowledge Graph Memory Server

Knowledge graph-based persistent memory system

Google Maps

Location services, directions, and place details

Google Drive server

File access and search capabilities for Google Drive

GitLab

GitLab API, enabling project management

GitHub

Repository management, file operations, and GitHub API integration

Git

Tools to read, search, and manipulate Git repositories

Filesystem

Secure file operations with configurable access controls

Fetch

Web content fetching and conversion for efficient LLM usage

Everything

It is not intended to be a useful server, but rather a test server for builders of MCP clients. It implements prompts, tools, resources, sampling, and more to showcase MCP capabilities.

Brave Search

Web and local search using Brave's Search API

AWS Knowledge Base Retrieval

Retrieval from AWS Knowledge Base using Bedrock Agent Runtime

EverArt

AI image generation using various models

YouTube

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

XMind

Read and search through your XMind directory containing XMind files.

Xero-mcp-server

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

xcodebuild

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

X (Twitter)

(by vidhupv) - Create, manage and publish X/Twitter posts directly through Claude chat.

X (Twitter)

(by EnesCinr) - Interact with twitter API. Post tweets and search for tweets by query.

World Bank data API

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

Windows CLI

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

WildFly MCP

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

Whois MCP

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

whale-tracker-mcp

A mcp server for tracking cryptocurrency whale transactions.

Webflow

Interfact with the Webflow APIs

Wanaku MCP Router

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.

VolcEngine TOS

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

Virtual location (Google Street View,etc.)

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)

Video Editor

A Model Context Protocol Server to add, edit, and search videos withVideo Jungle.

Vega-Lite

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

Unity Integration (Advanced)

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.

Unity3d Game Engine

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.

Unity Catalog

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.

Travel Planner

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

Typesense

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.

Todoist

Interact with Todoist to manage your tasks.

Ticketmaster

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

Terminal-Control

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

Telegram

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

Tavily search

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

TMDB

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

Stripe

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

Starwind UI

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

Spotify

This MCP allows an LLM to play and use Spotify.

Solana Agent Kit

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

Snowflake

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

Siri Shortcuts

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

ServiceNow

A MCP server to interact with a ServiceNow instance

SearXNG

A Model Context Protocol Server forSearXNG

scrapling-fetch

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

Scholarly

A MCP server to search for scholarly and academic articles.

Salesforce MCP

Interact with Salesforce Data and Metadata

Rijksmuseum

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

Rquest

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

Replicate

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.

Rememberizer AI

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

Redis

MCP server to interact with Redis Server, AWS Memory DB, etc for caching or other use-cases where in-memory and key-value based storage is appropriate

Redis

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

Reaper

Interact with yourReaper(Digital Audio Workstation) projects.

RAG Web Browser

An MCP server for Apify's open-source RAG Web BrowserActorto perform web searches, scrape URLs, and return content in Markdown.

RabbitMQ

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

Qwen_Max

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

QuickChart

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

QGIS

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

Pushover

Send instant notifications to your devices usingPushover.net

Prometheus

Query and analyze Prometheus - open-source monitoring system.

Productboard

Integrate the Productboard API into agentic workflows via MCP.

Postman

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.

Playwright

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

Placid.app

Generate image and video creatives using Placid.app templates

Pinecone

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

PIF

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.

Pandoc

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

Open Strategy Partners Marketing Tools

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

OpenRPC

Interact with and discover JSON-RPC APIs viaOpenRPC.

OpenDota

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

OpenCTI

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

OpenAPI Schema

Allow LLMs to explore largeOpenAPIschemas without bloating the context.

OpenAPI AnyApi

Interact with largeOpenAPIdocs using built-in semantic search for endpoints. Allows for customizing the MCP server prefix.

OpenAI WebSearch MCP

This is a Python-based MCP server that provides OpenAIweb_searchbuild-in tool.

OneNote

(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.

Okta

Interact with Okta API.

OceanBase

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

obsidian-mcp

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

oatpp-mcp

C++ MCP integration for Oat++. UseOat++to build MCP servers.

ntfy-mcp

(by teddyzxcv) - The MCP server that keeps you informed by sending the notification on phone using ntfy

Notion

(by v-3) - Notion MCP integration. Search, Read, Update, and Create pages through Claude chat.

Notion

(by suekou) - Interact with Notion API.

Neovim

An MCP Server for your Neovim session.

Neo4j

A community built server that interacts with Neo4j Graph Database.

NS Travel Information

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

NAVER

(by pfldy2850) - This MCP server provides tools to interact with various Naver services, such as searching blogs, news, books, and more.

National Parks

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

NASA

(by ProgramComputer) - Access to a unified gateway of NASA's data sources including but not limited to APOD, NEO, EPIC, GIBS.

n8n

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.

MySQL

(by DesignComputer) - MySQL database integration in Python with configurable access controls and schema inspection

MySQL

(by benborla) - MySQL database integration in NodeJS with configurable access controls and schema inspection

Multicluster-MCP-Sever

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

Monday.com

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

MongoDB Lens

Full Featured MCP Server for MongoDB Databases.

MongoDB

A Model Context Protocol Server for MongoDB.

Minima

MCP server for RAG on local files

Mindmap

(by YuChenSSR) - A server that generates mindmaps from input containing markdown code.

MSSQL-MCP

(by daobataotie) - MSSQL MCP that refer to the official website's SQLite MCP for modifications to adapt to MSSQL

MSSQL-Python

(by amornpan) - A read-only Python implementation for MSSQL database access with enhanced security features, configurable access controls, and schema inspection capabilities. Focuses on safe database interaction through Python ecosystem.

MSSQL

(by jexin) - MCP Server for MSSQL database in Python

mem0-mcp

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

mcp-proxy

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

mcp-local-rag

"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 ✨.

mcp-k8s-go

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

MCP Installer

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

MCP Create

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

MCP Compass

Suggest the right MCP server for your needs

Maton

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

MariaDB

MariaDB database integration with configurable access controls in Python.

mac-messages-mcp

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.

LlamaCloud

(by marcusschiesser) - Integrate the data stored in a managed index onLlamaCloud

LINE

(by amornpan) - Implementation for LINE Bot integration that enables Language Models to read and analyze LINE conversations through a standardized interface. Features asynchronous operation, comprehensive logging, webhook event handling, and support for various message types.

Linear (Go)

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

Linear

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

Lightdash

Interact withLightdash, a BI tool.

Langflow-DOC-QA-SERVER

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.

Kubernetes and OpenShift

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.

Kubernetes

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

kintone

Manage records and apps inkintonethrough LLM tools.

Kibela

(by kiwamizamurai) - Interact with Kibela API.

Keycloak MCP

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

KiCad MCP

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

JSON

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

JDBC

Connect to any JDBC-compatible database and query, insert, update, delete, and more. Supports MySQL, PostgreSQL, Oracle, SQL Server, sqllite andmore.

iTerm MCP

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

Intercom

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.

Inoyu

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

InfluxDB

Run queries against InfluxDB OSS API v2.

Image Generation

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

iFlytek Workflow

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

Hyperliquid

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

HuggingFace Spaces

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

Home Assistant

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.

Home Assistant

Interact withHome Assistantincluding viewing and controlling lights, switches, sensors, and all other Home Assistant entities.

Holaspirit

Interact withHolaspirit.

Heurist Mesh Agent

Access specialized web3 AI agents for blockchain analysis, smart contract security, token metrics, and blockchain interactions through theHeurist Mesh network.

HDW LinkedIn

Access to profile data and management of user account withHorizonDataWave.ai.

GraphQL Schema

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

Google Tasks

Google Tasks API Model Context Protocol Server.

Google Custom Search

Provides Google Search results via the Google Custom Search API

Google Calendar

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

Google Calendar

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

Goodnews

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

Golang Filesystem Server

Secure file operations with configurable access controls built with Go!

Godot

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

GOAT

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

Goal Story

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

Gmail Headless

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

Gmail

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

Glean

A server that uses Glean API to search and chat.

Github Actions

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

Ghost

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

FlightRadar24

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

Firebase

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

Figma

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

Fetch

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

fastn.ai – Unified API MCP Server

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

Fantasy PL

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

Excel

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

Everything Search

Fast file searching capabilities across Windows (usingEverything SDK), macOS (using mdfind command), and Linux (using locate/plocate command).

EVM MCP Server

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

Eunomia

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

Ergo Blockchain MCP

-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.

ElevenLabs

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

Elasticsearch

MCP server implementation that provides Elasticsearch interaction.

dune-analytics-mcp

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

Drupal

Server for interacting withDrupalusing STDIO transport layer.

Docker

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

Discourse

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

Discord

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

Discord

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

Dify

A simple implementation of an MCP server for dify workflows.

Dicom

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

DevRev

An MCP server to integrate with DevRev APIs to search through your DevRev Knowledge Graph where objects can be imported from diff. sources listedhere.

deepseek-thinker-mcp

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.

Deepseek_R1

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

DeepSeek MCP Server

Model Context Protocol server integrating DeepSeek's advanced language models, in addition toother useful API endpoints

DBHub

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

Dataset Viewer

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

Data Exploration

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!

Databricks

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

Dappier

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 atmarketplace.dappier.com.

cryptopanic-mcp-server

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

crypto-feargreed-mcp

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

Contentful-mcp

Read, update, delete, publish content in yourContentfulspace(s) from this MCP Server.

coin_api_mcp

Provides access tocoinmarketcapcryptocurrency data.

cognee-mcp

GraphRAG memory server with customizable ingestion, data processing and search

code-sandbox-mcp

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

code-executor

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

code-assistant

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).

Cloudinary

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

ClaudePost

ClaudePost enables seamless email management for Gmail, offering secure features like email search, reading, and sending.

Chroma

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

ChatMCP

– An Open Source Cross-platform GUI Desktop application compatible with Linux, macOS, and Windows, enabling seamless interaction with MCP servers across dynamically selectable LLMs, byAIQL

CFBD API

An MCP server for theCollege Football Data API.

Calculator

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

Bsc-mcp

The first MCP server that serves as the bridge between AI and BNB Chain, enabling AI agents to execute complex on-chain operations through seamless integration with the BNB Chain, including transfer, swap, launch, security check on any token and even more.

Blender

(by ahujasid) - Blender integration allowing prompt enabled 3D scene creation, modeling and manipulation.

Bitable MCP

(by lloydzhou) - MCP server provides access to Lark Bitable through the Model Context Protocol. It allows users to interact with Bitable tables using predefined tools.

Bing Web Search API

(by hanchunglee) - Server implementation for Microsoft Bing Web Search API.

BigQuery

(by ergut) - Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities

BigQuery

(by LucasHild) - This server enables LLMs to inspect database schemas and execute queries on BigQuery.

Basic Memory

Local-first knowledge management system that builds a semantic graph from Markdown files, enabling persistent memory across conversations with LLMs.

Base Free USDC Transfer

Send USDC onBasefor free using Claude AI! Built withCoinbase CDP.

Azure DevOps

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

Azure ADX

Query and analyze Azure Data Explorer databases.

AWS S3

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

AWS Resources Operations

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

AWS Cost Explorer

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).

AWS Athena

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

AWS

Perform operations on your AWS resources using an LLM.

Atlassian

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

ArangoDB

MCP Server that provides database interaction capabilities throughArangoDB.

Apple Calendar

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.

Any Chat Completions

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

Anki

An MCP server for interacting with yourAnkidecks and cards.

AlphaVantage

MCP server for stock market data APIAlphaVantage

Airtable

Airtable Model Context Protocol Server.

Airtable

Read and write access toAirtabledatabases, with schema inspection.

Airflow

A MCP Server that connects toApache Airflowusing official python client.

Algorand

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

Airbnb

Provides tools to search Airbnb and get listing details.

Ableton Live

an MCP server to control Ableton Live.

Xero

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

Riza

Arbitrary code execution and tool-use platform for LLMs byRiza

Ramp

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

Qdrant

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

Perplexity

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

Oxylabs

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

Octagon

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

OceanBase

MCP Server for OceanBase database and its tools

Neo4j

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

Needle

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

MotherDuck

Query and analyze data with MotherDuck and local DuckDB

Milvus

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

Metoro

Query and interact with kubernetes environments monitored by Metoro

Meilisearch

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

Make

Turn yourMakescenarios into callable tools for AI assistants.

Mailgun

Interact with Mailgun API.

Langfuse Prompt Management

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

Logfire

Provides access to OpenTelemetry traces and metrics through Logfire.

Keboola

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

Kagi Search

Search the web using Kagi's search API

JetBrains

– Work on your code with JetBrains IDEs

Integration App

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

Inkeep

RAG Search over your content powered byInkeep

Inbox Zero

AI personal assistant for emailInbox Zero

ForeverVM

Run Python in a code sandbox.

IBM wxflows

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

Hyperbrowser

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

Hologres

Connect to aHologresinstance, get table metadata, query and analyze data.

Graphlit

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

Grafana

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

gotoHuman

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

Gitee

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

Fireproof

Immutable ledger database with live synchronization

Firecrawl

Extract web data withFirecrawl

Financial Datasets

Stock market API made for AI agents

Fibery

Perform queries and entity operations in yourFiberyworkspace.

Fewsats

Enable AI Agents to purchase anything in a secure way usingFewsats

Exa

Search Engine made for AIs byExa

E2B

Run code in secure sandboxes hosted byE2B

DevHub

Manage and utilize website content within theDevHubCMS platform

Dart

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

Comet Opik

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

Cloudflare

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

eSignatures

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

ClickHouse

Query yourClickHousedatabase server.

Chronulus AI

Predict anything with Chronulus AI forecasting and prediction agents.

Chroma

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

Chargebee

MCP Server that connects AI agents toChargebee platform.

EduBase

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

XiYan

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

ZenML

Interact with your MLOps and LLMOps pipelines through yourZenMLMCP server

VeyraX

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

Verodat

Interact with Verodat AI Ready Data platform

Vectorize

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

Unstructured

Set up and interact with your unstructured data processing workflows inUnstructured Platform

UnifAI

Dynamically search and call tools usingUnifAI Network

Tinybird

Interact with Tinybird serverless ClickHouse platform

Thirdweb

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

Tavily

Search engine for AI agents (search + extract) powered byTavily

Stripe

Interact with Stripe API

StarRocks

Interact withStarRocks

SingleStore

Interact with the SingleStore database platform

ScreenshotOne

Render website screenshots withScreenshotOne

Semgrep

Enable AI agents to secure code withSemgrep.

Search1API

Search Tool Name: search Description: Search the web using Search1API Parameters: query (required): Search query in natural language.

Rember

Create spaced repetition flashcards inRemberto remember anything you learn in your chats

Raygun

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

Adfin

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

Audiense Insights

Marketing insights and audience analysis fromAudiensereports, covering demographic, cultural, influencer, and content engagement analysis.

Aiven

Navigate yourAiven projectsand interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services

Browserbase

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

Box

Interact with the Intelligent Content Management platform through Box AI.

Bankless Onchain

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

Axiom

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

APIMatic MCP

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

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

AgentRPC

Connect to any function, any language, across network boundaries usingAgentRPC.

AgentQL

Enable AI agents to get structured data from unstructured web withAgentQL.

21st.dev Magic

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

Time

Time and timezone conversion capabilities

SQLite

Database interaction and business intelligence capabilities

Slack

Channel management and messaging capabilities

Sequential Thinking

Dynamic and reflective problem-solving through thought sequences

Sentry

Retrieving and analyzing issues from Sentry.io

Redis

Interact with Redis key-value stores

Puppeteer

Browser automation and web scraping

PostgreSQL

Read-only database access with schema inspection

Knowledge Graph Memory Server

Knowledge graph-based persistent memory system

Google Maps

Location services, directions, and place details

Google Drive server

File access and search capabilities for Google Drive

GitLab

GitLab API, enabling project management

GitHub

Repository management, file operations, and GitHub API integration

Git

Tools to read, search, and manipulate Git repositories

Filesystem

Secure file operations with configurable access controls

Fetch

Web content fetching and conversion for efficient LLM usage

Everything

It is not intended to be a useful server, but rather a test server for builders of MCP clients. It implements prompts, tools, resources, sampling, and more to showcase MCP capabilities.

Brave Search

Web and local search using Brave's Search API

AWS Knowledge Base Retrieval

Retrieval from AWS Knowledge Base using Bedrock Agent Runtime

EverArt

AI image generation using various models