AI & LLM Tools
MCP servers for AI model integration, language processing, and machine learning workflows
Common Use Cases
- •Integrate with OpenAI, Anthropic, and other AI providers
- •Process and analyze text with advanced language models
- •Build semantic search and vector database systems
- •Create AI-powered content generation workflows
Official Servers
Firecrawl
A Model Context Protocol (MCP) server implementation that integrates with Firecrawl for web scraping capabilities.
Exa Search
This setup allows AI models to get real-time web information in a safe and controlled way.
Stagehand by Browserbase
This server enables LLMs to interact with web pages, perform actions, extract data, and observe possible actions in a real browser environment
Cloudflare
Cloudflare API integration for managing Workers, KV stores, R2 storage, D1 databases, and analytics using the Model Context Protocol (MCP).
E2B (JavaScript)
A Model Context Protocol server for running code in a secure sandbox by E2B.
E2B (Python)
A Model Context Protocol server for running code in a secure sandbox by E2B.
Hyperbrowser
Hyperbrowser's Model Context Protocol (MCP) server provides various tools to scrape, extract structured data, and crawl webpages.
JetBrains IDE
Proxies requests from client to JetBrains IDE, enabling integration with Claude Desktop.
MarkItDown
A lightweight MCP server for converting various file formats to Markdown. Supports local files, remote URLs, and data URIs, making documents accessible to LLMs in a structured markdown format.
Neon
Neon MCP Server enables natural language interaction with Neon databases, allowing tasks like database creation, schema management, and migrations through Claude Desktop or other MCP clients.
Playwright
A Model Context Protocol (MCP) server that enables browser automation using Playwright, providing structured accessibility snapshots for LLM interactions with web pages.
GitHub
The GitHub MCP Server is a Model Context Protocol (MCP) server that provides seamless integration with GitHub APIs, enabling advanced automation and interaction capabilities for developers and tools.
Minimax
Official MiniMax Model Context Protocol (MCP) server that enables interaction with MiniMax's Text to Speech and video/image generation APIs through MCP clients like Claude Desktop.
Notion
The Notion MCP Server is an implementation of the Model Context Protocol (MCP) for the Notion API, enabling integration with LLMs for tasks like commenting on pages and adding new pages.
Monday.com
A server implementation for the Model Context Protocol (MCP) that provides an interface to interact with Monday.com API.
Azure
The Azure MCP Server implements the Model Context Protocol (MCP) to connect AI agents with Azure services, enabling seamless interaction with Azure resources.
Tavily
The Tavily MCP server enables AI systems like Claude to access real-time web search, data extraction, web mapping, and crawling capabilities through the Tavily API, providing tools such as `tavily-search`, `tavily-extract`, `tavily-map`, and `tavily-crawl`.
21st.dev Magic
Magic AI Agent is an AI-driven tool that helps developers generate UI components using natural language descriptions. It integrates with various IDEs such as Cursor, Windsurf, VSCode, and Claude to streamline UI development.
Perplexity Sonar
This package provides a Model Context Protocol (MCP) server that integrates Perplexity's Sonar API, enabling Claude to perform real-time, web-wide research. It allows Claude to engage with the Sonar API for live web searches.
Qdrant
An official Model Context Protocol server for storing and retrieving data in the Qdrant vector search engine, acting as a semantic memory layer.
AntV Chart
A Model Context Protocol server for generating charts using AntV libraries, supporting over 20 chart types with image URL outputs.
logfire-mcp
A Model Context Protocol (MCP) server that provides access to OpenTelemetry traces and metrics stored in Logfire, enabling LLMs to analyze application telemetry data.
Kagi
A Model Context Protocol (MCP) server for Kagi search and summarization services, requiring API access.
Shopify Dev
A Model Context Protocol (MCP) server that interacts with Shopify Dev, supporting various Shopify APIs including Admin GraphQL API and Functions.
Semgrep
A Model Context Protocol (MCP) server for using Semgrep to scan code for security vulnerabilities and provide code understanding tools.
Graphlit
A Model Context Protocol (MCP) server for the Graphlit platform that enables integration between MCP clients and Graphlit services for knowledge retrieval and RAG operations.
Armor Crypto
Armor Crypto MCP is an AI-native tool for integrating crypto wallet management, trading, staking and multi-chain operations into AI agents and frameworks, currently supporting Solana in alpha with more blockchains planned.
Backlog
A Model Context Protocol (MCP) server for interacting with Backlog API to manage projects, issues, wiki pages, and more through AI agents.
Magic UI
Official ModelContextProtocol (MCP) server for Magic UI, providing access to various UI components and design tools.
Chargebee Agentkit
The Chargebee MCP Server provides tools for integrating Chargebee's products and API services with AI-powered code editors and general-purpose tools via the Model Context Protocol.
Fewsats
A Fewsats MCP server that integrates with Fewsats to enable AI agents to securely purchase items by managing wallet balances, payment methods, and transactions.
DataForSEO
A Model Context Protocol (MCP) server implementation for DataForSEO that enables Claude to interact with DataForSEO APIs to obtain SEO data through a standardized interface.
PostHog
A Model Context Protocol server for PostHog that enables querying feature flags and analytics data.
PubNub
A CLI-based Model Context Protocol (MCP) server that provides PubNub SDK documentation and API interaction capabilities for LLM-powered tools.
Meilisearch
A Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfaces like Claude, providing search, document management, and system monitoring capabilities.
Oxylabs
Oxylabs MCP Server provides a bridge between AI models and web content, enabling scraping, JavaScript rendering, and bypassing geo-restrictions using Oxylabs' proxy network.
epicshop
A Model Context Protocol (MCP) server for EpicShop projects that enables interaction with LLMs.
CircleCI
A CircleCI MCP server that enables natural language interaction with CircleCI pipelines and workflows through Cursor IDE, Claude, and other MCP clients.
Sanity
A Sanity MCP Server that implements the Model Context Protocol to connect Sanity projects with AI tools, enabling content exploration and operations through natural language.
Minimax JS
JavaScript/TypeScript implementation of MiniMax's Model Context Protocol (MCP) providing image generation, video generation, text-to-speech, and voice cloning capabilities.
E2B Dev
A Model Context Protocol server for running code in a secure sandbox by E2B.
Alibaba Cloud RDS OpenAPI
A Model Context Protocol (MCP) server for interacting with Alibaba Cloud RDS services via OPENAPI, providing tools and methods for managing RDS instances.
Qiniu
A Qiniu Cloud-based Model Context Protocol (MCP) server that enables AI clients to access Qiniu's storage, intelligent multimedia services, and CDN features through the MCP protocol.
Pinecone
The Pinecone Developer MCP Server enables AI coding assistants to interact with Pinecone projects and documentation, providing tools for index management, documentation search, and data operations.
McKinsey Vizro
Vizro-MCP is a Model Context Protocol server that helps create Vizro dashboards and charts by providing tools, templates, and live previews through integration with LLMs.
Panther
Panther's Model Context Protocol (MCP) server enables writing/tuning security detections, querying logs with natural language, and managing alerts from your IDE.
Dart
The official MCP server for Dart, enabling AI assistants to interact with Dart's project management features through prompts and resource templates.
Metricool
A Model Context Protocol server for interacting with Metricool's API to access social media metrics, campaign data, and schedule posts.
VariFlight
A Model Context Protocol (MCP) server implementation for VariFlight flight information services, providing tools to query flight data, weather, and comfort metrics.
VideoDB Agent Toolkit
A VideoDB Director MCP server that provides video database functionality through the Model Context Protocol.
Apify RAG Web Browser
An MCP server implementation for the RAG Web Browser Actor that enables AI agents to perform web searches and extract content from web pages through a local stdio-based server.
Alchemy
A Model Context Protocol (MCP) server that enables AI agents to interact with Alchemy's blockchain APIs for querying token prices, NFT ownership, transaction history and other blockchain data.
ZoomEye
A Model Context Protocol (MCP) server that provides network asset information by querying ZoomEye's API using search parameters and dorks.
Bitrise
Bitrise MCP Server provides access to Bitrise API functionalities for app management, build operations, artifact management and more through a Model Context Protocol (MCP) interface.
Glif
A Model Context Protocol (MCP) server for running AI workflows from glif.app, providing tools for running glifs, managing bots, and accessing glif metadata.
Jinko
A Model Context Protocol (MCP) server that provides access to hotel booking capabilities with search, details, and booking functionalities for 2 million hotels worldwide.
DevRev
A Model Context Protocol server for DevRev that provides access to DevRev's APIs for managing work items, parts, search functionality, and user information.
Vectara
Vectara MCP Server provides access to Vectara's Trusted RAG platform through the Model Context Protocol, enabling AI systems to perform fast, reliable RAG queries with reduced hallucination.
Readwise
A local MCP server that connects LLM clients like Claude to Readwise, enabling context management for LLM interactions.
Moralis
A TypeScript-based MCP server that connects natural language prompts to Moralis blockchain APIs, enabling AI models to query wallet activity, token metrics, and other blockchain data.
Alibaba Cloud Ops
Alibaba Cloud Ops MCP Server is a Model Context Protocol server that enables AI assistants to operate Alibaba Cloud resources like ECS, Cloud Monitor, and OOS through seamless API integration.
Binalyze AIR
A Node.js server implementing the Model Context Protocol (MCP) for Binalyze AIR, enabling natural language interaction with AIR's digital forensics and incident response capabilities.
Microsoft Clarity
A Model Context Protocol (MCP) server for accessing Microsoft Clarity analytics data through the Clarity Data Export API, compatible with Claude for Desktop and other MCP clients.
Nodit
A Model Context Protocol (MCP) server that provides structured blockchain data access across multiple networks through Nodit's Web3 infrastructure.
SourceSync.ai
A Model Context Protocol (MCP) server implementation for interacting with SourceSync.ai's knowledge management platform through a standardized interface.
Lara Translate
A Model Context Protocol (MCP) Server for Lara Translate API that enables translation capabilities and translation memory management for AI applications.
Infisical
The Infisical Model Context Protocol server enables integration with Infisical APIs through function calling, supporting various tools for secret and project management.
Scrapeless
A Model Context Protocol (MCP) server that enables integration with Scrapeless for Google SERP (Search, Flights, Maps, Jobs) results to enhance LLM applications.
Authenticator
A secure MCP server that enables AI agents to interact with an Authenticator App to access 2FA codes and passwords for automated login processes.
Proofly
Proofly MCP Integration provides deepfake face swap analysis capabilities via a Model Context Protocol server.
Mailtrap
An MCP server for sending transactional emails via Mailtrap.
YDB
A Model Context Protocol server for YDB databases that enables AI-powered database operations and natural language interactions with YDB instances.
WebScraping.AI
A Model Context Protocol server that provides web data extraction capabilities through integration with WebScraping.AI's API.
Currents
A MCP server that provides test results context from Currents to AI agents, useful for debugging and optimizing CI test failures.
Riza
Riza MCP Server provides tools for executing and managing code generated by LLMs through Riza's isolated code interpreter.
Eyevinn OSC
A Model Context Protocol (MCP) server for Eyevinn Open Source Cloud that enables file uploads to MinIO storage buckets and provides OSC tools.
JSON Resume
A Model Context Protocol (MCP) server that enhances AI assistants with the ability to update JSON Resumes by analyzing coding projects.
Dumpling AI
A Model Context Protocol (MCP) server that integrates with Dumpling AI for various data processing, web scraping, document conversion, AI agent and developer tool functionalities.
ScrAPI
A Model Context Protocol server for the ScrAPI web scraping service, providing tools to scrape URLs and return content as HTML or Markdown.
Bitrefill
A TypeScript-based MCP server that provides access to Bitrefill services, allowing AI assistants to search for gift cards, mobile topups, and other products through the Model Context Protocol.
Clay
A Model Context Protocol (MCP) server for Clay that provides contact search, interaction tracking, and CRM functionality integrated with Claude.
Bankless Onchain
The Bankless Onchain MCP Server is a Node.js package that provides blockchain data interaction through the Bankless API using the Model Context Protocol (MCP).
NFTGo
A Model Context Protocol server that provides HTTP requests to the NFTGo Developer API for interacting with NFT collections, assets, market data, and wallet information on Ethereum.
Noveum API Market
A Model Context Protocol (MCP) server that exposes API-Market's 200+ APIs as MCP resources, enabling LLMs to discover and interact with them through OpenAPI specifications.
Alibaba Cloud IQS TongXiao
A Model Context Protocol (MCP) server that integrates with IQS APIs to provide enhanced real-time search capabilities from multiple data sources.
YingDao
The YingDao RPA MCP Server enables Model Context Protocol (MCP) hosts like Claude Desktop to interact with YingDao RPA automation capabilities, supporting both local and enterprise API modes.
Scrapezy
A Model Context Protocol server that enables AI models to extract structured data from websites using Scrapezy.
Novita
A Model Context Protocol (MCP) server that provides interaction with Novita AI platform's GPU instance management features.
gotoHuman
gotoHuman MCP server enables human approvals in AI workflows with customizable forms, auth, and webhooks.
Dappier
The Dappier MCP Server enables real-time web search and access to premium data from various domains like news, finance, sports, and weather for AI agents.
Atla
An MCP server implementation providing a standardized interface for LLMs to interact with the Atla API for LLM evaluation.
OP.GG
The OP.GG MCP Server provides AI agents with access to OP.GG gaming data (League of Legends, TFT, Valorant) through a standardized Model Context Protocol interface.
Container Inc
MCP Server for deploying applications to Container Inc's ephemeral deployment platform.
Jentic Tools
Jentic MCP enables AI agents to discover and integrate external APIs and workflows without writing API-specific code, via a Python SDK and MCP plugin.
Flipt
A Model Context Protocol server for Flipt that enables AI assistants to interact with feature flags including management and evaluation capabilities.
Setu
A Model Context Protocol (MCP) server for generating and managing UPI payment deeplinks using Setu's payment infrastructure.
KeywordsPeopleUse
A Model Context Protocol (MCP) server implementation that integrates with KeywordsPeopleUse for keyword research features including People Also Ask questions, Google Autocomplete suggestions, and semantic keywords.
AWS Documentation
This package provides a Model Context Protocol (MCP) server for accessing AWS documentation, allowing users to read, search, and get recommendations for AWS documentation, and list available services in China regions.
AWS CDK
This package provides a Model Context Protocol (MCP) server designed to offer guidance on AWS Cloud Development Kit (CDK) best practices, infrastructure-as-code patterns, and security compliance using CDK Nag. It includes features for general CDK guidance, CDK Nag integration, AWS Solutions Constructs, Generative AI CDK constructs, Lambda layer documentation, and Bedrock Agent schema generation.
Amazon Kendra Index
This package provides a Model Context Protocol (MCP) server that integrates with Amazon Kendra, allowing AI models to leverage Kendra Indices for retrieval-augmented generation (RAG) to enhance their responses with additional context.
AWS Amazon Neptune
This package provides a Model Context Protocol (MCP) server for Amazon Neptune, enabling users to query, retrieve schema, and check the status of their Neptune Database or Neptune Analytics graphs using openCypher and Gremlin.
AWS Diagram
This package provides a Model Context Protocol (MCP) server that enables the creation of various diagrams, including AWS diagrams, sequence diagrams, flow diagrams, and class diagrams, using the Python diagrams DSL. It allows code to generate professional diagrams.
AWS Location Service
This package provides a Model Context Protocol (MCP) server for Amazon Location Service, enabling access to capabilities like place search, reverse geocoding, route calculation, and waypoint optimization. It integrates with Claude desktop to extend its functionalities with location-based services from AWS.
AWS Code Doc Gen
This package provides an MCP server for automatically analyzing code repository structures and generating comprehensive documentation for code projects. It uses Repomix to extract project structure and creates tailored documentation.
AWS Core MCP
This package provides a core Model Context Protocol (MCP) server that acts as a starting point for integrating with various AWS Labs MCP servers, offering tools for prompt understanding and translation to AWS services.
AWS Cost Analysis
This package is an MCP server designed to generate upfront AWS service cost estimates and provide cost insights. It can analyze and visualize AWS costs, query cost data using natural language, and generate cost reports and optimization recommendations for both CDK and Terraform projects.
AWS DynamoDB
This package provides an official Model Context Protocol (MCP) server for interacting with AWS DynamoDB, offering a comprehensive set of tools for managing DynamoDB resources including table operations, item operations, query/scan, backup/recovery, TTL, export, tags, resource policies, and general AWS limits/endpoints.
AWS ECS
This package provides an MCP server for containerizing applications, deploying them to Amazon Elastic Container Service (ECS), troubleshooting deployments, and managing ECS resources. It enables AI assistants to help users with the full lifecycle of containerized applications on AWS.
AWS EKS
This package provides a Model Context Protocol (MCP) server for Amazon EKS, allowing AI code assistants to manage EKS clusters and Kubernetes resources, streamline application development, and facilitate troubleshooting through natural language interactions. It enables operations like cluster creation, application deployment, and Kubernetes resource management.
AWS ElastiCache
This package provides an official Model Context Protocol (MCP) server for interacting with AWS ElastiCache. It offers tools for managing ElastiCache replication groups, cache clusters, serverless caches, and integrates with CloudWatch, CloudWatch Logs, Firehose, and Cost Explorer for monitoring and data management.
AWS Finch
This package provides a Model Context Protocol (MCP) server for Finch, enabling generative AI models to build and push container images, and manage ECR repositories via the Finch CLI. It acts as a bridge between MCP clients and Finch, automating Finch VM management on macOS and Windows, and configuring ECR credential helpers.
AWS Git Repo Research
This package provides a Model Context Protocol (MCP) server that enables semantic search and research of Git repositories, leveraging Amazon Bedrock for embeddings and FAISS for indexing. It allows users to index local or remote Git repositories, perform semantic queries, retrieve repository summaries, and search for GitHub repositories.
AWS Timestream for InfluxDB
An AWS Labs Model Context Protocol (MCP) server for Timestream for InfluxDB, providing tools to manage database instances, clusters, and parameter groups, as well as interact with InfluxDB's write and query APIs.
AWS Valkey
This package provides an AWS Labs Model Context Protocol (MCP) server for Amazon ElastiCache Valkey datastores, enabling AI agents to interact with Valkey data types like Strings, Lists, Sets, Hashes, Streams, Bitmaps, JSONs, and HyperLogLogs. It supports cluster environments, SSL/TLS, connection pooling, and a readonly mode.
Bright Data
This is the official Bright Data Model Context Protocol (MCP) server, enabling LLMs, agents, and applications to access, discover, and extract real-time web data. It facilitates web search, navigation, and data retrieval without blocking, and integrates with MCP clients like Claude Desktop.
MasterGo
MasterGo Magic MCP is a standalone MCP (Model Context Protocol) service designed to connect MasterGo design tools with AI models. It enables AI models to directly retrieve DSL data from MasterGo design files.
Plaid
Analyze metrics, usage, and support tickets in Plaid via remote MCP server
Community Servers
AWS Knowledge Base
Retrieval from AWS Knowledge Base using Bedrock Agent Runtime. A Model Context Protocol reference server.
Brave Search (reference)
Web and local search using Brave's Search API. A Model Context Protocol reference server.
EverArt
AI image generation using various models using EverArt. A Model Context Protocol reference server.
Everything
This MCP server attempts to exercise all the features of the MCP protocol. It is not intended to be a useful server, but rather a test server for builders of MCP clients. A Model Context Protocol reference server.
Fetch
Web content fetching and conversion for efficient LLM usage. A Model Context Protocol reference server.
Filesystem
Local filesystem access with configurable allowed paths. A Model Context Protocol reference server.
Google Drive (reference)
File access and search capabilities for Google Drive. A Model Context Protocol reference server.
Git
Tools to read, search, and manipulate Git repositories. A Model Context Protocol reference server.
GitHub (reference)
GitHub repository access and management. A Model Context Protocol reference server.
GitLab (reference)
GitLab project access and management. A Model Context Protocol reference server.
Google Maps (reference)
Google Maps location services, directions, and place details. A Model Context Protocol reference server.
Memory
Knowledge graph-based persistent memory system. A Model Context Protocol reference server.
Playwright MCP Server
This server enables LLMs to interact with web pages, take screenshots, and execute JavaScript in a real browser environment using Playwright.
PostgreSQL
Read-only local PostgreSQL database access with schema inspection. A Model Context Protocol reference server.
Puppeteer (reference)
Browser automation and web scraping using Puppeteer. A Model Context Protocol reference server.
Sentry (reference)
Retrieving and analyzing issues from Sentry.io. A Model Context Protocol reference server.
Sequential Thinking
Dynamic and reflective problem-solving through thought sequences. A Model Context Protocol reference server.
Slack (reference)
Slack channel management and messaging capabilities. A Model Context Protocol reference server.
SQLite
Local SQLite database interaction and business intelligence capabilities. A Model Context Protocol reference server.
Time
Time and timezone conversion capabilities. A Model Context Protocol reference server.
Roam Research
A Model Context Protocol (MCP) server that provides comprehensive access to Roam Research's API functionality, enabling AI assistants like Claude to interact with Roam Research graphs through a standardized interface.
Notes
A note-taking application using the Model Context Protocol (MCP) for AI-driven note management, with a web server for manual interaction. It supports AWS DynamoDB for storage and integrates with tools like Claude Desktop, Cody, and Cline.
Todoist
An MCP server implementation that integrates Claude with Todoist, enabling natural language task management for creating, updating, completing, and deleting tasks.
Git Ingest
A Model Context Protocol (MCP) server for reading GitHub repository structures and important files.
A Model Context Protocol (MCP) server for fetching and analyzing Reddit content, including hot threads, post details, and comments.
Codex Keeper
An MCP server that provides AI assistants with curated access to development documentation and best practices, supporting various tools and categories.
Solana
A Model Context Protocol (MCP) server providing access to Solana blockchain data through 21 essential RPC methods for account, block, token, system, and staking operations.
OpenAI Chat Completions
A TypeScript-based MCP server implementing a simple notes system with resources, tools for creating notes, and prompts for summarizing notes.
Home Assistant
A Model Context Protocol Server for Home Assistant, enabling integration with Claude Desktop.
Unichat
Send requests to OpenAI, MistralAI, Anthropic, xAI, Google AI, or DeepSeek using the MCP protocol via tools or predefined prompts.
YouTube
Download YouTube video subtitles using yt-dlp and connect to Claude.ai via Model Context Protocol.
Apify RAG Web Browser
An MCP server implementation for the RAG Web Browser Actor, enabling web search and URL content retrieval for AI applications like Claude Desktop.
Minecraft
A Model Context Protocol (MCP) integration for Minecraft that enables AI assistants to interact with a Minecraft server, allowing AI models to observe and interact with the Minecraft world through a bot.
Playwright
A Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages, take screenshots, and execute JavaScript in a real browser environment.
Style Guidelines
A Model Context Protocol (MCP) server for managing and serving programming guidelines and rules, integrating with development tools to enforce consistent coding standards across projects.
ArXiv
Enable AI assistants to search and access arXiv papers through a simple MCP interface.
alana goyal
a model context protocol (mcp) server that provides ai assistants with information about alana goyal and basecase, based on alanagoyal.com and basecase.vc. the server integrates with popular ai development environments like windsurf and cursor.
Cursor IDE
A Model Context Protocol (MCP) implementation that enables seamless integration between Claude AI and desktop applications through Cursor IDE, allowing for enhanced AI-powered development workflows.
Maigret OSINT
A Model Context Protocol (MCP) server for maigret, an OSINT tool that collects user account information from various public sources, enabling username searches and URL analysis.
Prometheus
A Model Context Protocol (MCP) server for retrieving and analyzing data from Prometheus databases, enabling LLMs to interact with metric data through predefined routes.
MemoryMesh
MemoryMesh is a local knowledge graph server designed for AI models, particularly for text-based RPGs and interactive storytelling, enabling structured memory management and dynamic interactions.
Docker Compose
An MCP server for managing Docker containers, images, networks, and volumes using natural language commands.
ATLAS
ATLAS is a high-performance Model Context Protocol server for LLMs, providing hierarchical task management, ACID-compliant storage, and intelligent template management for complex task automation.
LLM Code Context
LLM Context is a tool for injecting relevant content from code/text projects into Large Language Model chat interfaces using .gitignore patterns for file selection and the Model Context Protocol (MCP) for direct integration.
Neo4j
An MCP server that provides integration between Neo4j graph database and Claude Desktop, enabling graph database operations through natural language interactions.
Notion Todo
A Model Context Protocol (MCP) server for integrating with Notion's API to manage a personal todo list through Claude, tailored for a specific minimalist todo list structure.
MySQL
A Model Context Protocol (MCP) server for secure interaction with MySQL databases, enabling AI assistants to list tables, read data, and execute SQL queries through a controlled interface.
Minima (Local RAG)
RAG (Retrieval-Augmented Generation) on local files using the Model Context Protocol (MCP) server.
Airtable
A Model Context Protocol server that provides read and write access to Airtable databases, enabling LLMs to inspect database schemas and interact with records.
Memory Service
An MCP server providing semantic memory and persistent storage capabilities for Claude Desktop using ChromaDB and sentence transformers, enabling long-term memory storage with semantic search.
WordPress
A Model Context Protocol server for interacting with WordPress sites via the REST API, enabling content management, post operations, and site configuration through natural language.
Search1API
A Model Context Protocol (MCP) server that provides search, news, crawl, and sitemap functionality using Search1API.
Genkit
Integration between Genkit and the Model Context Protocol (MCP) for building and consuming tools, resources, and prompts.
CLI
A server that allows LLMs like Claude to execute shell commands and scripts, returning output and errors.
Minecraft Bot Control
A Model Context Protocol (MCP) server for interacting with Minecraft via Mineflayer, enabling AI agents to control Minecraft bots through a standardized JSON-RPC interface.
iMessage Query
An MCP server providing safe, read-only access to iMessage databases on macOS, enabling LLMs to query and analyze conversations with phone number validation and attachment handling.
Qdrant Docs Rag
An MCP server implementation for retrieving and processing documentation through vector search, enabling AI assistants to augment responses with relevant documentation context.
CLI
A Node.js implementation of the Model Context Protocol (MCP) that provides secure shell command execution capabilities with built-in security measures.
Home Assistant
A Model Context Protocol (MCP) server for interacting with Home Assistant, enabling control and monitoring of Home Assistant devices through MCP-enabled applications.
OpenRouter
A Model Context Protocol (MCP) server providing seamless integration with OpenRouter.ai's diverse model ecosystem, offering model access, performance optimization, and robust error handling.
Vega-Lite Data Visualization
A Model Context Protocol (MCP) server for visualizing data using Vega-Lite syntax, offering tools to save and visualize data tables.
Financial Broker Data
A suite of Model Context Protocol (MCP) servers for portfolio management, market data access, and trading operations, organized as a UV workspace.
Linear
A Model Context Protocol server for interacting with Linear's issue tracking system, enabling LLMs to create, update, search, and manage Linear issues.
AppleScript
A Model Context Protocol server that enables LLM applications to interact with macOS through AppleScript, providing control over system functions, file management, notifications, and more.
Zotero
A Model Context Protocol server for Zotero integration that allows Claude to interact with your Zotero library.
YouTube Transcripts
A Model Context Protocol server that enables retrieval of transcripts from YouTube videos, providing access to video captions and subtitles through a simple interface.
DuckDB
A Model Context Protocol (MCP) server implementation for DuckDB, enabling database operations like querying, table creation, and schema inspection through MCP tools.
Gemini Search
An MCP server that generates responses using the Gemini API and Google Search, designed to be used with AI assistants like Cline.
Google Workspace
Interact with Google Workspace (G Suite) products, including Gmail and Calendar, with features like email search, calendar event management, and multi-account support.
macOS System
A Model Context Protocol server that provides macOS-specific system information and operations, including CPU, memory, disk, network details, and native macOS notifications.
Curl
An MCP server that allows LLMs to make HTTP requests to any URL using a curl-like interface.
LLM.txt Directory
A Model Context Protocol (MCP) server that extracts and serves context from llm.txt files, enabling AI models to understand file structure, dependencies, and code relationships in development environments.
Meilisearch
A Model Context Protocol (MCP) server for interacting with Meilisearch, enabling document indexing, search, and management through LLM interfaces like Claude.
CLI Secure
A secure Model Context Protocol (MCP) server for executing controlled command-line operations with robust security features like command whitelisting, path validation, and execution controls.
OpenAI Chat
A Model Context Protocol (MCP) server for integrating OpenAI's models directly into Claude, supporting multiple models and simple message passing.
Web Research
A Model Context Protocol (MCP) server for web research, enabling real-time information retrieval and webpage content extraction for Claude.
Neo4j Graph
Neo4j integration for natural language queries and knowledge graph memory storage using the Model Context Protocol (MCP).
OpenDataMCP
Open Data MCP provides access to public datasets for LLM applications and enables publishing and distribution of open data through MCP servers.
OpenAI
Query OpenAI models directly from Claude using the MCP protocol.
Obsidian
An MCP server implementation that provides access to Obsidian vaults through a local REST API, enabling AI assistants to interact with and manage Obsidian notes.
LLM Completions
Integrate Claude with any OpenAI SDK compatible chat completion API, including OpenAI, Perplexity, Groq, xAI, and PyroPrompts.
Qdrant
A Model Context Protocol server for storing and retrieving memories using the Qdrant vector search engine, acting as a semantic memory layer.
MCP Guide
A beginner-friendly Model Context Protocol (MCP) server that provides explanations of MCP concepts, interactive examples, and a directory of available MCP servers.
RAG Docs
A Model Context Protocol (MCP) server for semantic search and retrieval of documentation using a vector database (Qdrant). It supports adding documentation from URLs or local files and searching through them using natural language queries.
Docker
A Model Context Protocol (MCP) server for Docker operations, enabling container and compose stack management through Claude AI.
MongoDB
A Model Context Protocol (MCP) server that enables LLMs to interact directly with MongoDB databases, allowing querying, schema inspection, and document management through natural language.
AWS
A Model Context Protocol (MCP) server that enables AI assistants like Claude to interact with AWS environments, allowing natural language querying and management of AWS resources.
Apple Notes
A Model Context Protocol server for semantic search and RAG over Apple Notes, enabling AI assistants like Claude to reference notes during conversations.
LangChain Integration
LangChain integration for Model Context Protocol (MCP) tool calling, enabling interaction with MCP services through LangChain tools.
Apple Shortcuts (macOS)
A Model Context Protocol (MCP) server that enables AI assistants like Claude to control Apple Shortcuts automations on macOS.
AWS Resource Manager
A Model Context Protocol server implementation for AWS operations, supporting S3 and DynamoDB services with automatic logging of operations.
Ollama PostgreSQL Data Analysis
An interactive chat interface that combines Ollama's LLM capabilities with PostgreSQL database access through the Model Context Protocol (MCP), allowing natural language queries and AI-powered responses backed by SQL queries.
RTFM
MCP-RTFM is a Model Context Protocol server that helps create and manage documentation by analyzing content, generating metadata, and enabling intelligent search capabilities.
OpenRPC
A Model Context Protocol (MCP) server that provides JSON-RPC functionality through OpenRPC, enabling arbitrary JSON-RPC method calls and server method discovery.
Rememberizer
A Model Context Protocol server for interacting with Rememberizer's document and knowledge management API, enabling LLMs to search, retrieve, and manage documents and integrations.
Obsidian
Access and search directories containing Markdown notes, such as Obsidian vaults, through the Model Context Protocol.
OpenAPI Proxy
A proxy server that converts OpenAPI v3.1 specifications into Claude tools, enabling natural language interaction with APIs through Claude Desktop.
Atlassian Cloud
Model Context Protocol (MCP) server for Atlassian Cloud products (Confluence and Jira), enabling search and access to Confluence spaces/pages and Jira issues.
Telegram
A bridge between the Telegram API and AI assistants, providing read-only access to Telegram data like dialogs and messages.
Steel Puppeteer
A Model Context Protocol (MCP) server that enables LLMs like Claude to navigate the web through Puppeteer-based tools and Steel, providing web automation capabilities such as clicking, scrolling, typing, and taking screenshots.
Obsidian
An MCP server that enables AI assistants to interact with Obsidian vaults, providing tools for reading, creating, editing, and managing notes and tags.
Command Executor
A Model Context Protocol server for executing pre-approved commands securely with configurable allowed commands and real-time output streaming.
MiniZinc Complex Logic Solver
A Model Context Protocol (MCP) server that integrates MiniZinc constraint solving capabilities with Large Language Models, enabling AI models to create, edit, validate, and solve constraint models.
Stability AI
An MCP server that integrates with Stability AI's Stable Diffusion API for image generation and manipulation, including features like background removal, upscaling, and style transfer.
Home Assistant
A Model Context Protocol server that provides access to a local Home Assistant instance, enabling control and monitoring of entities, floors, and areas.
Tavily Search
A Model Context Protocol (MCP) server that uses the Tavily API to perform web searches and return results in text format, including AI responses, URIs, and titles.
Cognee
A Model Context Protocol (MCP) server for integrating Cognee with Claude Desktop, enabling local development and debugging.
Shell Command
A secure shell command execution server implementing the Model Context Protocol (MCP) that allows remote execution of whitelisted shell commands with stdin input support.
Text Editor
A Model Context Protocol (MCP) server for line-oriented text file editing, optimized for LLM tools with efficient partial file access to minimize token usage.
Local Dev
A local development environment manager that allows AI assistants to automatically configure and manage dev environments, including setup, dependency management, and testing.
MemGPT
A TypeScript-based MCP server that implements a memory system for LLMs, enabling chat with multiple providers while maintaining conversation history.
File Format Converter (Pandoc)
A Model Context Protocol server for document format conversion using pandoc, supporting transformations between formats like markdown, HTML, PDF, DOCX, and more.
FireCrawl
A Model Context Protocol (MCP) server that integrates with FireCrawl for advanced web scraping capabilities, including JavaScript rendering, batch scraping, URL discovery, and web search with content extraction.
Markdownify
Markdownify is a Model Context Protocol (MCP) server that converts various file types and web content to Markdown format, including PDFs, images, audio files, web pages, and more.
AWS Bedrock Nova Canvas
A Model Control Protocol (MCP) server for AI image generation using Amazon Bedrock's Nova Canvas model, supporting text-to-image generation with advanced controls.
Explore Other Categories
Databases
MCP servers for database connectivity, SQL operations, and data management
Development Tools
MCP servers for code management, version control, and development workflows
Productivity
MCP servers for task management, note-taking, and workflow automation
Communication
MCP servers for messaging, email, and team collaboration platforms