MCP Servers Directory

AWS MCP servers for seamless integration with AWS services and resources.

– A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.

A Model Context Protocol server for generating visual charts using [AntV](https://github.com/antvis).

Integration with Cloudflare services including Workers, KV, R2, and D1

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

Crawl, embed, chunk, search, and retrieve information from datasets through [Trieve](https://trieve.ai)

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

Connect to JetBrains IDE

MCP server for the Dingo: a comprehensive data quality evaluation tool. Server Enables interaction with Dingo's rule-based and LLM-based evaluation capabilities and rules&prompts listing.

Chroma MCP server to access local and cloud Chroma instances for retrieval capabilities

Official MCP server for [dbt (data build tool)](https://www.getdbt.com/product/what-is-dbt) providing integration with dbt Core/Cloud CLI, project metadata discovery, model information, and semantic layer querying capabilities.

A CLI for interacting with GitKraken APIs. Includes an MCP server via `gk mcp` that not only wraps GitKraken APIs, but also Jira, GitHub, GitLab, and more. Works with local tools and remote services.

Base Network integration for onchain tools, allowing interaction with Base Network and Coinbase API for wallet management, fund transfers, smart contracts, and DeFi operations

Use natural language to explore LLM observability, traces, and monitoring data captured by Opik.

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

Official MCP server to interact with Docker Hub, providing access to repositories, hub search and Docker Hardened Images

A MCP server that enables AI assistants to operation resources on Alibaba Cloud, supporting ECS, Cloud Monitor, OOS and widely used cloud products.

Allow AI agents to interact with Alchemy's blockchain APIs.

⛅️ 🏠 🐍 - Access specialized web3 AI agents for blockchain analysis, smart contract security auditing, token metrics evaluation, and on-chain interactions through the Heurist Mesh network. Provides comprehensive tools for DeFi analysis, NFT valuation, and transaction monitoring across multiple blockchains

Official MCP server for Buildkite. Create new pipelines, diagnose and fix failures, trigger builds, monitor job queues, and more.

Connect any bitcoin lightning wallet to your agent to send and receive instant payments globally.

The Globalping MCP server provides users and LLMs access to run network tools like ping, traceroute, mtr, HTTP and DNS resolve from thousands of locations around the world.

Coinpaprika's DexPaprika MCP server exposes high-performance [DexPaprika API](https://docs.dexpaprika.com) covering 20+ chains and 5M+ tokens with real time pricing, liquidity pool data & historical OHLCV data, providing AI agents standardized access to comprehensive market data through Model Context Protocol.

Official MCP server for CodeLogic, providing access to code dependency analytics, architectural risk analysis, and impact assessment tools.

MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data.

🍎 🪟 🐧 - Official Discourse MCP server for forum integration. Search topics, read posts, manage categories and tags, discover users, and interact with Discourse communities.

MCP Server that support for querying and managing all resource in [Apache APISIX](https://github.com/apache/apisix).

An MCP server that allows AI agents to manage Kubernetes resources through Cyclops abstraction

Access data, web scraping, and document conversion APIs by [Dumpling AI](https://www.dumplingai.com/)

MCP Server for the [Bitrise](https://bitrise.io) API, enabling app management, build operations, artifact management and more.

Couchbase MCP server provides unfied access to both Capella cloud and self-managed clusters for document operations, SQL++ queries and natural language data analysis.

Create, manage, and automate Label Studio projects, tasks, and predictions for data labeling workflows.

Official MCP server for InfluxDB 3 Core/Enterprise/Cloud Dedicated

Official Infobip MCP server for integrating Infobip global cloud communication platform. It equips AI agents with communication superpowers, allowing them to send and receive SMS and RCS messages, interact with WhatsApp and Viber, automate communication workflows, and manage customer data, all in a production-ready environment.

[Codex API](https://www.codex.io) integration for real-time enriched blockchain and market data on 60+ networks

— Tools for creating and interacting with GrowthBook feature flags and experiments.

Integration with [QA Sphere](https://qasphere.com/) test management system, enabling LLMs to discover, summarize, and interact with test cases directly from AI-powered IDEs

A MCP server for LocalStack to manage local AWS environments, including lifecycle operations, infra deployments, log analysis, fault injection, and state management.

Integrates, discovers, manages, and codifies cloud resources with [Firefly](https://firefly.ai).

MCP server for a queryable database for aging and longevity research from the OpenGenes project.

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

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

Look up IP address geolocation, network information, detect proxies and VPNs, and find abuse contact details using IPLocate.io

MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com/).

MCP server for interacting with ConfigCat feature flag platform. Supports managing feature flags, configs, environments, products and organizations.

Create, modify, and delete different aspects of [Liveblocks](https://liveblocks.io) such as rooms, threads, comments, notifications, and more. Additionally, it has read access to Storage and Yjs.

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

Official MCP Server to integrate with GROWI APIs.

Official Espressif MCP Server to manage and control ESP RainMaker Devices.

Interact with Flowcore to perform actions, ingest data, and analyse, cross reference and utilise any data in your data cores, or in public data cores; all with human language.

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

– Interact with Edge Delta anomalies, query logs / patterns / events, and pinpoint root causes and optimize your pipelines.

Connect with [iaptic](https://www.iaptic.com) to ask about your Customer Purchases, Transaction data and App Revenue statistics.

Official MCP server for Conan C/C++ package manager. Create projects, manage dependencies, check licenses, and scan for security vulnerabilities.

An MCP server implementation for 4EVERLAND Hosting enabling instant deployment of AI-generated code to decentralized storage networks like Greenfield, IPFS, and Arweave.

Access institutional-grade alternative financial data directly in your LLM workflows.

The Box MCP server allows third party AI agents to securely and seamlessly access Box content and use tools such as search, asking questions from files and folders, and data extraction.

Open source podcast hosting platform

Interactive with Gitea instances with MCP.

MCP server for the SynergyAge database of synergistic and antagonistic genetic interactions in longevity.

Tools and templates to create validated and maintainable data charts and dashboards.

Query and interact with kubernetes environments monitored by Metoro

MCP tool access to MarkItDown -- a library that converts many file formats (local or remote) to Markdown for LLM consumption.

[Mobb Vibe Shield](https://vibe.mobb.ai/) identifies and remediates vulnerabilities in both human and AI-written code, ensuring your applications remain secure without slowing development.

Discovery, exploration, reporting and root cause analysis using all observability data, including metrics, logs, systems, containers, processes, and network connections

Lightning-Fast, High-Accuracy Deep Research Agent

The Offorte Proposal Software MCP server enables creation and sending of business proposals.

Official MCP Server for [OpsLevel](https://www.opslevel.com)

Official MCP server enabling seamless orchestration of hyperparameter search and other optimization tasks with [Optuna](https://optuna.org/).

MCP server that enables security professionals to interact with Panther's SIEM platform using natural language for writing detections, querying logs, and managing alerts.

Best people search engine that reduces the time spent on talent discovery

MCP Server that connects AI Agents to [Carbon Voice](https://getcarbon.app). Create, manage, and interact with voice messages, conversations, direct messages, folders, voice memos, AI actions and more in [Carbon Voice](https://getcarbon.app).

One MCP for all your integrations — powered by [Pica](https://www.picaos.com), the infrastructure for intelligent, collaborative agents.

Connects to your Pinecone Assistant and gives the agent context from its knowledge engine.

An MCP server for interacting with PostHog analytics, feature flags, error tracking and more.

MCP server for interacting with Pulumi using the Pulumi Automation API and Pulumi Cloud API. Enables MCP clients to perform Pulumi operations like retrieving package information, previewing changes, deploying updates, and retrieving stack outputs programmatically.

Provides access to OpenTelemetry traces and metrics through Logfire

Flag features directly from chat in your IDE with [Reflag](https://reflag.com).

MCP server for the incident management platform [Rootly](https://rootly.com/).

Official MCP server for the S2.dev serverless stream platform.

vet-mcp checks open source packages—like those suggested by AI coding tools—for vulnerabilities and malicious code. It supports npm and PyPI, and runs locally via Docker or as a standalone binary for fast, automated vetting.

– Connect to any relational database, and be able to get valid SQL, and ask questions like what does a certain column prefix mean.

Official MCP server for managing Searchcraft clusters, creating a search index, generating an index dynamically given a data file and for easily importing data into a search index given a feed or local json file.

The Driflyte MCP Server exposes tools that allow AI assistants to query and retrieve topic-specific knowledge from recursively crawled and indexed web pages.

Complete product and pricing data solution for AI assistants. Search for products by barcode/ASIN/URL, access detailed product metadata, access comprehensive pricing data from thousands of retailers, view and track price history, and more.

Serverless MariaDB Cloud DB MCP server. Tools to launch, delete, execute SQL and work with DB level AI agents for accurate text-2-sql and conversations.

Official Supabase MCP server to connect AI assistants directly with your Supabase project and allows them to perform tasks like managing tables, fetching config, and querying data.

Project and resource management platform that keeps your client projects on track, makes managing resources a breeze, and keeps your profits on point.

The ThingsBoard MCP Server provides a natural language interface for LLMs and AI agents to interact with your ThingsBoard IoT platform.

MCP server that provides [AgentQL](https://agentql.com)'s data extraction capabilities.

Trade stocks and crypto on common brokerages (Robinhood, E*Trade, Coinbase, Kraken) via Trade Agent's MCP server.

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

☁️ 🛠️ 📇 🤖 - Build multi-channel notifications into your product, send messages, update lists, invoke automations, all without leaving your AI coding space.

Provides comprehensive integration with your [VictoriaLogs instance APIs](https://docs.victoriametrics.com/victorialogs/querying/#http-api) and [documentation](https://docs.victoriametrics.com/victorialogs/) for working with logs, investigating and debugging tasks related to your VictoriaLogs instances.

Provides comprehensive integration with your [VictoriaMetrics instance APIs](https://docs.victoriametrics.com/victoriametrics/url-examples/) and [documentation](https://docs.victoriametrics.com/) for monitoring, observability, and debugging tasks related to your VictoriaMetrics instances

Interact with [WebScraping.ai](https://webscraping.ai) for web data extraction and scraping.

Automatically converts feedback and bug reports from websites and web apps into actionable, context-enriched developer tasks. Delivered straight to your AI coding tools, the Webvizio MCP Server ensures your AI agent has all the data it needs to solve tasks with speed and accuracy.

An MCP server that interact with capabilities of the CRIC Wuye AI platform, an intelligent assistant specifically for the property management industry.

MCP server for interacting with [YDB](https://ydb.tech) databases

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

Double entry plain text accounting, right in your LLM! This MCP enables comprehensive read, and (optional) write access to your local [HLedger](https://hledger.org/) accounting journals.

An MCP server for searching job listings with filters for date, keywords, remote work options, and more.

☁️ - AI Summarization MCP Server, Support for multiple content types: Plain text, Web pages, PDF documents, EPUB books, HTML content

MCP server for integrating Ghidra with AI assistants. This plugin enables binary analysis, providing tools for function inspection, decompilation, memory exploration, and import/export analysis via the Model Context Protocol.

A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.

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

A web-based PlantUML frontend with MCP server integration, enable plantuml image generation and plantuml syntax validation.

A QR code generation MCP server that converts any text (including Chinese characters) to QR codes with customizable colors and base64 encoding output.

A MCP server that supports searching for Bilibili content. Provides LangChain integration examples and test scripts.

Real-time security framework for MCP servers that detects and blocks malicious AI agent behavior by analyzing tool call patterns and intent across multiple threat detection engines.

AI-native directory visualization with semantic analysis, ultra-compressed formats for AI consumption, and 10x token reduction. Supports quantum-semantic mode with intelligent file categorization.

A MCP server for the Open Library API that enables AI assistants to search for book information.

Deep Research for crypto - free & fully local

Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bing, Baidu, DuckDuckGo, Brave, Exa, and CSDN.

Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repositories, pull requests, workspaces, and code in real time.

Atlassian Confluence Cloud integration. Enables AI systems to interact with Confluence spaces, pages, and content with automatic ADF to Markdown conversion.

Atlassian Jira Cloud integration. Enables AI systems to interact with Jira projects, issues, comments, and related development information in real time.

AWS Single Sign-On (SSO) integration enabling AI systems to securely interact with AWS resources by initiating SSO login, listing accounts/roles, and executing AWS CLI commands using temporary credentials.

₿ A Model Context Protocol (MCP) server that enables AI models to interact with Bitcoin, allowing them to generate keys, validate addresses, decode transactions, query the blockchain, and more.

A Nostr MCP server that allows to interact with Nostr, enabling posting notes, and more.

A local MCP server that generates animations using Manim.

The ultimate math engine unifying SymPy, NumPy & Matplotlib in one powerful server. Perfect for developers & researchers needing symbolic algebra, numerical computing, and data visualization.

Visualizes code, architecture and other concepts as mermaid diagrams in a locally hosted web app. Just ask your agent to "show me this in a diagram".

Kagi search API integration

AI-powered web search server using Perplexity Sonar models with source citations. Zero-install setup via NPX.

Solvitor MCP server provides tools to access reverse engineering tools that help developers extract IDL files from closed-source Solana smart contracts and decompile them.

Read and analyze GitHub repositories with your LLM

Interact with Twitter search and timeline

Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores, helping AI assistants understand the codebase.

A Model Context Protocol server for TikTok Ads API integration, enabling AI assistants to manage campaigns, analyze performance metrics, handle audiences and creatives with OAuth authentication flow.

Precise character-level string indexing for LLMs. Provides tools for finding, extracting, and manipulating text by exact character position to solve position-based operations.

Browser automation capabilities using Puppeteer, both support local and remote browser connection.

Persistent memory with knowledge graph visualization, semantic/hybrid search, cloud sync (S3/R2), and cross-session context management.

AI council server: query CLI agents (Claude Code, Codex, Gemini, and OpenCode) in parallel with deliberation rounds

- An MCP server to create inboxes on the fly to send, receive, and take actions on email. We aren't AI agents for email, but email for AI Agents.

MCP server for working with Blender

MCP Server for Yandex Tracker. Provides tools for searching and retrieving information about issues, queues, users.

Security-focused MCP server that provides safety guidelines and content analysis for AI agents.

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

MCP Server to do dynamic AI SOC Security Threat analysis for a Text2SQL AI Agent.

Allows the AI to read from your Bear Notes (macOS only)

Agent Skill Ninja for MCP: Search, install, and manage AI agent skills (SKILL.md files) from GitHub repositories. Features workspace analysis for personalized recommendations and supports 140+ pre-indexed skills.

Supabase MCP Server with support for SQL query execution and database exploration tools

upload and manipulation of IPFS storage

A lightweight but powerful server that enables AI assistants to execute AWS CLI commands, use Unix pipes, and apply prompt templates for common AWS tasks in a safe Docker environment with multi-architecture support

A lightweight yet robust server that empowers AI assistants to securely execute Kubernetes CLI commands (`kubectl`, `helm`, `istioctl`, and `argocd`) using Unix pipes in a safe Docker environment with multi-architecture support.

– A Node.js MCP server that spins up isolated Docker-based sandboxes for executing JavaScript snippets with on-the-fly npm dependency installation and clean teardown

– A FastMCP-based server for interacting with webhook-test.com. Enables users to create, retrieve, and delete webhooks locally using Claude.

MCP service for Tablestore, features include adding documents, semantic search for documents based on vectors and scalars, RAG-friendly, and serverless.

MCP Server for natural language querying of Snowflake, Google BigQuery, and DataBricks Data Products through Alkemi.ai.

Expose all Home Assistant voice intents through a Model Context Protocol Server allowing home control.

MCP that simulates a set of smart home and lifestyle devices, allowing you to test agent's reasoning and discovery capabilities.

Use Amazon Nova Canvas model for image generation.

A MCP server implementation for iOS Simulator control.

/📇 ☁️ - Send requests to OpenAI, MistralAI, Anthropic, xAI, Google AI or DeepSeek using MCP protocol via tool or predefined prompts. Vendor API key required

A Model Context Protocol server for managing, monitoring, and querying data in [CockroachDB](https://cockroachlabs.com).

An MCP server that installs other MCP servers for you.

Fetch YouTube subtitles

A MCP server for creating GIFs from your videos.

A MCP server for taking screenshots of webpages to use as feedback during UI developement.

🐍 ☁️ MCP for LLM to search and read papers from arXiv

🐍 ☁️ MCP to talk to OpenAI assistants (Claude can use any GPT model as his assitant)

🐍 ☁️ MCP to search and read medical / life sciences papers from PubMed.

An MCP server that allows checking local time on the client machine or current UTC time from an NTP server

Search articles using the NYTimes API

Coinmarket API integration to fetch cryptocurrency listings and quotes

Enterprise-grade Anki integration with natural language interaction, comprehensive note/deck management, and one-click MCPB installation. Built on NestJS with comprehensive test coverage.

A comprehensive Model Context Protocol (MCP) server for Notion integration with enhanced functionality, robust error handling, production-ready feature.

AI‑powered YouTube uploader—no CLI, no YouTube Studio. Uploade videos directly from MCP clients with all AI capabilities.

Production-ready RAG platform combining Graph RAG, vector search, and full-text search. Best choice for building your own Knowledge Graph and for Context Engineering

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

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

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

Jupiter API Access (allow AI to Trade Tokens on Solana + Access Balances + Search Tokens + Create Limit Orders )

A Model Context Protocol (MCP) server that provides a set of tools for retrieving information about SonarQube projects like metrics (actual and historical), issues, health status.

TSgram: Telegram + Claude with local workspace access on your phone in typescript. Read, write, and vibe code on the go!

Enable AI LLMs to execute trades using MetaTrader 5 platform

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

An MCP server to interface with the Google Tasks API

Connects to Kaggle, ability to download and analyze datasets.

MCP server for searching and getting up-to-date information about NPM, Cargo, PyPi, and NuGet packages.

Meta-MCP server that unifies multiple AI coding assistants (Codex, Claude Code, Cursor, Gemini) through intelligent auto-discovery and standardized MCP interface, providing zero-configuration access to the entire AI coding ecosystem.

Zero-configuration MCP server that unifies multiple AI coding assistants (Claude Code, Cursor, Codex) through intelligent auto-discovery and standardized interface. Essential infrastructure for autonomous agent development and multi-AI collaboration workflows.

MCP server for analyzing ROADrecon gather results from Azure tenant enumeration

Transform Claude Code with intelligent, real-time access to 90+ framework documentation sources. Get accurate, up-to-date code generation that follows current best practices for React, Next.js, Laravel, FastAPI, Tailwind CSS, and more.

An MCP server for browser automation using Playwright

Cisco pyATS server enabling structured, model-driven interaction with network devices.

Seamlessly Integrate Any API with AI Agents (with OpenAPI Schema)

A comprehensive Go-based MCP server for mathematical computations, implementing 13 mathematical tools across basic arithmetic, advanced functions, statistical analysis, unit conversions, and financial calculations.

Enterprise-grade Jenkins CI/CD integration with multi-tier caching, pipeline monitoring, artifact management, and batch operations. Features 21 MCP tools for job management, build status tracking, and queue management with CSRF protection and 2FA support.

Production-ready MCP server for Method CRM API integration with 20 comprehensive tools for tables, files, users, events, and API key management. Features rate limiting, retry logic, and dual transport support (stdio/HTTP).

Provides the ability to generate images via Replicate's API.

An MCP server for basic local taskwarrior usage (add, update, remove tasks)

An MCP server for running code locally via Docker and supporting multiple programming languages.

Playwright for terminals - interact with TUI/CLI applications through structured Terminal State Tree representation with element detection.

A MCP Server that enhance your IDE with AI-powered assistance for Intlayer i18n / CMS tool: smart CLI access, access to the docs.

Comprehensive Kafka Schema Registry MCP server with 48 tools for multi-registry management, schema migration, and enterprise features.

Analyze React code locally, generate docs / llm.txt for whole project at once

Official Microsoft MCP server for Azure services including Storage, Cosmos DB, and Azure Monitor.

A Model Context Protocol (MCP) server that integrates with Notion's API to manage personal todo lists efficiently.

Bankless Onchain API to interact with smart contracts, query transaction and token information

Allows to read notes and tags for the Bear Note taking app, through a direct integration with Bear's sqlitedb.

Lightweight browser automation MCP server in Rust with zero dependencies.

MCP server that automatically converts any OpenAPI/Swagger specification into a set of usable MCP tools. Unlike manual tool definition, this approach auto-generates tools directly from the Swagger spec, ensuring consistency, reducing maintenance effort, and preventing mismatches between the tools and the actual API.

MySQL database integration in NodeJS with configurable access controls and schema inspection

Alpha Vantage API integration to fetch both stock and crypto information

A Model Context Protocol (MCP) server for validating Mermaid diagram syntax and providing comprehensive grammar checking capabilities

AI-powered developer assistant that enables advanced research, analysis and discovery across GitHub and NPM realms in realtime.

MCP server for querying 8,500+ curated awesome lists (1M+ items) and fetching the best resources for your agent.

Clojars MCP Server for upto date dependency information of Clojure libraries

MCP server for Claude to talk to ChatGPT and use its web search capability.

Universal AI bridge for Obsidian vaults using MCP. Provides safe read/write access to notes with 11 comprehensive methods for vault operations including search, batch operations, tag management, and frontmatter handling. Works with Claude, ChatGPT, and any MCP-compatible AI assistant.

Bitte Protocol integration to run AI Agents on several blockchains.

A Model Context Protocol (MCP) server written in Go that empowers AI agents and Large Language Models (LLMs) to seamlessly interact with Kanboard. It transforms natural language commands into Kanboard API calls, enabling intelligent automation of project, task, and user management, streamlining workflows, and enhancing productivity.

An MCP python server using Playwright for browser automation,more suitable for llm

MCP server exposing SSH control for Linux and Windows servers. Allows long running commands and the ability to perform commands on multiple hosts at the same time.

Search ArXiv research papers

Allows the AI to query GraphQL servers

MCP server for ZapCap API providing video caption and B-roll generation via natural language

Model Context Protocol Server for looking up company ethics information. Learn about the ethical and unethical actions of major companies.

Search, request, and manage e-signature contracts effortlessly with [BoldSign](https://boldsign.com/).

Baserow database integration with table search, list, and row create, read, update, and delete capabilities.

Web search capabilities using Brave's Search API

IP address geolocation and network information using IPInfo API

/🏠 - A Spring AI MCP-based service for retrieving ONES Waiki content and converting it to AI-friendly text format.

The first NetworkX integration for Model Context Protocol, enabling graph analysis and visualization directly in AI conversations. Supports 13 operations including centrality algorithms, community detection, PageRank, and graph visualization.

A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), providing simple REST API interfaces for virtual machine management.

Automate your local Chrome browser

A zero-configuration Go library to automatically expose any existing Echo web framework APIs as MCP tools.

Add, Analyze, Search, and Generate Video Edits from your Video Jungle Collection

MCP server for dnstwist, a powerful DNS fuzzing tool that helps detect typosquatting, phishing, and corporate espionage.

MCP server for maigret, a powerful OSINT tool that collects user account information from various public sources. This server provides tools for searching usernames across social networks and analyzing URLs.

MCP server for querying the Shodan API and Shodan CVEDB. This server provides tools for IP lookups, device searches, DNS lookups, vulnerability queries, CPE lookups, and more.

MCP server for querying the VirusTotal API. This server provides tools for scanning URLs, analyzing file hashes, and retrieving IP address reports.

TiDB database integration with schema inspection and query capabilities

A MCP server that send desktop notifications with sound effect when agent tasks are completed.

This is a connector to allow Claude Desktop (or any MCP client) to read and search any directory containing Markdown notes (such as an Obsidian vault).

A comprehensive MCP server that enables LLMs to explore and interact with the Fediverse through ActivityPub protocol. Features WebFinger discovery, timeline fetching, instance exploration, and cross-platform support for Mastodon, Pleroma, Misskey, and other ActivityPub servers.

Modern, cross-platform MCP server enabling AI assistants to browse and interact with both Gopher protocol and Gemini protocol resources safely and efficiently. Features dual protocol support, TLS security, and structured content extraction.

Modern, secure MCP server for accessing ZIM format knowledge bases offline. Enables AI models to search and navigate Wikipedia, educational content, and other compressed knowledge archives with smart retrieval, caching, and comprehensive API.

The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents

Provides comprehensive and accurate Bazi (Chinese Astrology) charting and analysis

Wenyan MCP Server, which lets AI automatically format Markdown articles and publish them to WeChat GZH.

MCP server providing read-only access to Monarch Money financial data, enabling AI assistants to analyze transactions, budgets, accounts, and cashflow data with MFA support.

- 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.

MCP and MCP SSE Server that automatically generate API based on database schema and data. Supports PostgreSQL, Clickhouse, MySQL, Snowflake, BigQuery, Supabase

Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, and handling read status

Google News integration with automatic topic categorization, multi-language support, and comprehensive search capabilities including headlines, stories, and related topics through [SerpAPI](https://serpapi.com/).

MCP server that captures webpage screenshots, with viewport or full-page options and base64 PNG output.

Query and summarize your chat messages with AI prompts.

Enhanced graph-based memory with a focus on AI role-play and story generation

Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, sending messages and handling read status.

Yet another CLI tool for testing MCP servers

DICOM integration to query, read, and move medical images and reports from PACS and other DICOM compliant systems.

Predict anything with Chronulus AI forecasting and prediction agents.

Official MCP server for Buildable AI-powered development platform [bldbl.dev](https://bldbl.dev). Enables AI assistants to manage tasks, track progress, get project context, and collaborate with humans on software projects.

Enable AI Agents to fix build failures from CircleCI.

– A programming-focused task management system that boosts coding agents like Cursor AI with advanced task memory, self-reflection, and dependency management. [ShrimpTaskManager](https://cjo4m06.github.io/mcp-shrimp-task-manager)

A zero-configuration Go library to automatically expose existing Gin web framework APIs as MCP tools.

OpenAPI-MCP: Dockerized MCP Server to allow your AI agent to access any API with existing api docs.

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

ClickHouse database integration with schema inspection and query capabilities

– Access structured sports data via the Cloudbet API. Query upcoming events, live odds, stake limits, and market info across soccer, basketball, tennis, esports, and more.

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.

browser-use packaged as an MCP server with SSE transport. includes a dockerfile to run chromium in docker + a vnc server.

A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data and analytics.

MCP Server for Unity3d Game Engine integration for game development

A MCP server for interacting with the Godot game engine, providing tools for editing, running, debugging, and managing scenes in Godot projects.

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

Confluent integration to interact with Confluent Kafka and Confluent Cloud REST APIs.

Universal persistent memory for AI coding tools. Semantic code search, knowledge graphs, impact analysis, decision tracking, and 60+ MCP tools. Works across Cursor, Claude Code, Windsurf, and any MCP client.

Helping Your AI Agent Identify Hotspots for Refactoring; Help AI Understand How to 'Make Code Better'

Explore French communes and cadastral parcels based on name and surface

MCP Server implementation that provides Elasticsearch interaction

– Crawleo Search & Crawl API

– Crawleo search & Crawling API

All-in-one MCP server for Postgres development and operations, with tools for performance analysis, tuning, and health checks

MCP server to interact with the Discogs API

Share code context with LLMs via MCP or clipboard

Containerized environments for coding agents. Multiple agents can work independently, isolated in fresh containers and git branches. No conflicts, many experiments. Full execution history, terminal access to agent environments, git workflow. Any agent/model/infra stack.

Generate high-quality text-to-speech and text-to-voice outputs using the [DAISYS](https://www.daisys.ai/) platform and make it able to play and store audio generated.

Integrates with Notion's API to manage personal todo lists

PDF download, view & manipulation utilities.

MCP server for Calcom. Manage event types, create bookings, and access Cal.com scheduling data through LLMs.

Enable fast, free real-time web search and access premium data from trusted media brands—news, financial markets, sports, entertainment, weather, and more. Build powerful AI agents with Dappier.

One server. All tools. A unified MCP platform that connects many apps, tools, and services behind one powerful interface—ideal for local devs or production agents.

Model Context Protocol (MCP) Server for Jupyter.

Trino MCP Server to query and access data from Trino Clusters.

A – user-friendly read-only mysql mcp server for cursor and n8n...

Timezone-aware date and time operations with support for IANA timezones, timezone conversion, and Daylight Saving Time handling.

MCP server for the POX SDN controller to provides network control and management capabilities.

Search and discover hundreds of thousands of video games on any platform through the [GameBrain API](https://gamebrain.co/api).

MCP server for GitHub Enterprise API integration

Local MCP server for searching 300,000+ foods, nutrition facts, and barcodes from the OpenNutrition database.

MCP Server for DealX platform

Interact with [Postman API](https://www.postman.com/postman/postman-public-workspace/)

Universal deployment tracker for AI assistants with live status badges and deployment monitoring

MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines

Access real-time weather data for any location using the WeatherAPI.com API, providing detailed forecasts and current conditions.

An MCP server that converts LaTeX into high-quality PDF documents. It provides tools for rendering both raw LaTeX input and customizable templates, producing shareable, production-ready artifacts such as reports, resumes, and research papers.

MCP server using the Aseprite API to create pixel art

Apple Notes MCP with semantic search, hybrid vector+keyword search, full CRUD operations, and incremental indexing. Uses JXA for native macOS integration.

MCP server to interact with Quran.com corpus via the official REST API v4.

An MCP server that enables secure credential retrieval from 1Password to be used by Agentic AI.

natural language access to 1000 Genomes Project dataset

An MCP server for accessing real-time crypto market data and trading via 20+ exchanges using the CCXT library. Supports spot, futures, OHLCV, balances, orders, and more.

An MCP server that enables AI models to search, retrieve, and solve LeetCode problems. Supports metadata filtering, user profiles, submissions, and contest data access.

Airtable database integration with schema inspection, read and write capabilities

Offline access to TwitterAPI.io documentation for AI assistants. 52 API endpoints, guides, pricing info, and authentication docs.

Domain name lookup service, first via [RDAP](https://en.wikipedia.org/wiki/Registration_Data_Access_Protocol) and then as a fallback via [WHOIS](https://en.wikipedia.org/wiki/WHOIS)

A MCP server for The Movie Database API that enables AI assistants to search and retrieve movie, TV show, and person information.

Self-hosted MCP Server registry for enterprise AI Agents

A fully functional MCP server and CLI for YouTube to automate YouTube operation

Nocodb database integration, read and write capabilities

MCP server that integrates with Freshdesk, enabling AI models to interact with Freshdesk modules and perform various support operations.

[TickTick](https://ticktick.com/) MCP server that integrates with TickTick's API to manage personal todo projects and the tasks.

/🏠 - MCP Server for Kubernetes integrated with Open-WebUI, bridging the gap between DevOps and non-technical teams. Supports `kubectl` and `helm` operations through natural-language commands.

An MCP server for Inbox Zero. Adds functionality on top of Gmail like finding out which emails you need to reply to or need to follow up on.

MCP server proxy that offers a Web UI to the full message flow

Plays [Melrōse](https://melrōse.org) music expressions as MIDI

Endor lets your AI agents run services like MariaDB, Postgres, Redis, Memcached, Alpine, or Valkey in isolated sandboxes. Get pre-configured applications that boot in less than 5 seconds.

A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, and search atomic notes through Claude and other MCP-compatible clients.

TurboMCP SDK: Enterprise MCP SDK in Rust

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

/🏠 - MCP Server for Azure Data Lake Storage. It can perform manage containers, read/write/upload/download operations on container files and manage file metadata.

An MCP server to search Hacker News, get top stories, and more.

Contract and template management for drafting, reviewing, and sending binding contracts via the eSignatures API.

Visual DOM element selector for agentic coding tools. Chrome extension + MCP server bridge for Claude Code, Cursor, Windsurf etc. Option+Click to capture elements.

Use HuggingFace Spaces directly from Claude. Use Open Source Image Generation, Chat, Vision tasks and more. Supports Image, Audio and text uploads/downloads.

Access MIRO whiteboards, bulk create and read items. Requires OAUTH key for REST API.

An MCP server using Playwright for browser automation and webscrapping

File merger tool, suitable for AI chat length limits.

AI-powered task management system for AI-driven development. Features PRD parsing, task expansion, multi-provider support (Claude, OpenAI, Gemini, Perplexity, xAI), and selective tool loading for optimized context usage.

An MCP server paired with a browser extension that enables LLM clients to control the user's browser (Firefox).

Coding agent with basic read, write and command line tools.

Node.js-based MySQL database integration that provides secure MySQL database operations

A high-level framework for building MCP servers in Python

A high-level framework for building MCP servers in TypeScript

Search via search1api (requires paid API key)

Yahoo Finance integration to fetch stock market data including options recommendations

Tastyworks API integration to handle trading activities on Tastytrade

Reddit integration to analyze content on WallStreetBets community

Python Streamable HTTP Server you can run locally to interact with [memvid](https://github.com/Olow304/memvid) storage and semantic search.

️ 🛠️ 💬 - A Model Context Protocol server that provides access to iTerm. You can run commands and ask questions about what you see in the iTerm terminal.

Read, create, update and delete Google Keep notes.

A filesystem allowing for browsing and editing files implemented in Java using Quarkus. Available as jar or native image.

[finmap.org](https://finmap.org/) MCP server provides comprehensive historical data from the US, UK, Russian and Turkish stock exchanges. Access sectors, tickers, company profiles, market cap, volume, value, and trade counts, as well as treemap and histogram visualizations.

Fireproof ledger database with multi-user sync

– A secure MCP (Model Context Protocol) server that enables AI agents to interact with the Authenticator App.

Enable AI assistants to interact with your feature flags in [Flipt](https://flipt.io).

/🏠 - Typescript implementation of Kubernetes cluster operations for pods, deployments, services.

– MCP server that transcribes YouTube videos to text. Uses yt-dlp to download audio and OpenAI's Whisper-1 for more precise transcription than youtube captions. Provide a YouTube URL and get back the full transcript splitted by chunks for long videos.

A Binary Ninja plugin, MCP server, and bridge that seamlessly integrates [Binary Ninja](https://binary.ninja) with your favorite MCP client. It enables you to automate the process of performing binary analysis and reverse engineering.

Define tools using regular GraphQL queries/mutations and gqai automatically generates an MCP server for you.

MCP server for querying the ORKL API. This server provides tools for fetching threat reports, analyzing threat actors, and retrieving intelligence sources.

An MCP server for interacting with Apple Reminders on macOS

Firefox browser automation via WebDriver BiDi for testing, scraping, and browser control. Supports snapshot/UID-based interactions, network monitoring, console capture, and screenshots.

Extracts component information from Storybook design systems. Provides HTML, styles, props, dependencies, theme tokens and component metadata for AI-powered design system analysis.

MCP server for Google Sheets API integration with comprehensive reading, writing, formatting, and sheet management capabilities.

– A high-performance multi-database MCP server built with Golang, supporting MySQL & PostgreSQL (NoSQL coming soon). Includes built-in tools for query execution, transaction management, schema exploration, query building, and performance analysis, with seamless Cursor integration for enhanced database workflows.

MongoDB Lens: Full Featured MCP Server for MongoDB Databases

Wikipedia Article lookup API

Run any command with `run_command` and `run_script` tools.

A high-performance Rust reimplementation of WCGW for code agents, providing shell execution and advanced file management capabilities for LLMs via MCP.

MCP server for Volatility 3.x, allowing you to perform memory forensics analysis with AI assistant. Experience memory forensics without barriers as plugins like pslist and netscan become accessible through clean REST APIs and LLMs.

⛅️ - Firebase services including Auth, Firestore and Storage.

🍎 🪟 🐧 - A Rust-based MCP server to integrate Cortex, enabling observable analysis and automated security responses through AI.

🍎 🪟 🐧 - A Rust-based MCP server to integrate TheHive, facilitating collaborative security incident response and case management via AI.

🍎 🪟 🐧 - A Rust-based MCP server bridging Wazuh SIEM with AI assistants, providing real-time security alerts and event data for enhanced contextual understanding.

a KTOR server/ MCP server written in Kotlin applying multi-agents schools in a flexible research system to be used with coding or for research any general case.

Biomedical research MCP server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info.

Biomedical research server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info.

Provides AI-driven SVG generation and editing via natural language, with real-time updates and secure file handling.

An MCP server to make phone calls using VoIP/SIP and OpenAI's Realtime API and observe the transcript.

Convex database integration to introspect tables, functions, and run oneoff queries ([Source](https://github.com/get-convex/convex-backend/blob/main/npm-packages/convex/src/cli/mcp.ts))

Bitcoin Lightning wallet integration powered by Nostr Wallet Connect

Extract structured data from any website. Just prompt and get JSON.

Sentry.io integration for error tracking and performance monitoring

An MCP server that executes SQL via ConnectorX and streams the result to a CSV or Parquet file. Supports PostgreSQL, MariaDB, BigQuery, RedShift, MS SQL Server, etc.

Comprehensive Linux server security audit with 89 CIS Benchmark controls, NIST 800-53, and PCI-DSS compliance checks. Real-time monitoring with anomaly detection across 23 analyzers: firewall, SSH, fail2ban, Docker, CVE, rootkit, SSL/TLS, filesystem, network, and more.

Use GitHub Gists to manage and access your personal knowledge, daily notes, and reusable prompts. This acts as a companion to https://gistpad.dev and the [GistPad VS Code extension](https://aka.ms/gistpad).

This server enables LLMs to use calculator for precise numerical calculations

Official GitHub server for integration with repository management, PRs, issues, and more.

An ntfy MCP server for sending/fetching ntfy notifications to your self-hosted ntfy server from AI Agents 📤 (supports secure token auth & more - use with npx or docker!)

MCP server that turns local projects or GitHub repositories into Mermaid diagrams and renders them via Kroki.

MCP server that seamlessly interacts with your Google Calendar, Gmail, Drive and so on.

Access comprehensive, real-time financial data (stocks, options, crypto, forex) via developer-friendly, AI-native APIs offering unbeatable value.

A list of MCP servers so you can ask your client which servers you can use to improve your daily workflow.

Provide coding agents direct access to Figma data to help them one-shot design implementation.

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

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

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

Generate and visualize unified diff comparisons with beautiful HTML/PNG output, supporting side-by-side and line-by-line views for filesystem dry-run integration

🏎️ ☁️ Tools to the query and execute of Dify workflows

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

Provides up-to-date documentation context for a specific Rust crate to LLMs via an MCP tool, using semantic search (embeddings) and LLM summarization.

Ingest anything from Slack, Discord, websites, Google Drive, Linear or GitHub into a Graphlit project - and then search and retrieve relevant knowledge within an MCP client like Cursor, Windsurf or Cline.

MCP Server for querying GreptimeDB.

MCP server that acts as a proxy to the freely available MLB API, which provides player info, stats, and game information.

An MCP server for interacting with Bluesky via the atproto client.

Give your AI free will tools. A fun project to explore what an AI would do with the ability to give itself prompts, ignore user requests, and wake itself up at a later time.

Give your AI assistant its own AI assistants. For example: "Could you ask openai to generate an image of a dog?"

Integrates with Facebook Pages to enable direct management of posts, comments, and engagement metrics through the Graph API for streamlined social media management.

Unified MCP server for GitLab and Jira: manage projects, merge requests, files, releases and tickets with AI agents.

A powerful image generation tool using Google's Imagen 3.0 API through MCP. Generate high-quality images from text prompts with advanced photography, artistic, and photorealistic controls.

An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP), enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling

An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context

An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to explore and query SQLite databases with built-in safety features and query validation.

Connect to Perplexity Comet browser for agentic web browsing, deep research, and real-time task monitoring.

/🏠 - A Model Context Protocol server for querying and analyzing Azure resources at scale using Azure Resource Graph, enabling AI assistants to explore and monitor Azure infrastructure.

An Excel manipulation server providing workbook creation, data operations, formatting, and advanced features (charts, pivot tables, formulae).

A Model Context Protocol (MCP) server for querying NIST National Vulnerability Database (NVD) API endpoints.

🐍 🏠 🍎 🪟 🐧 - Deliberative consensus engine enabling multi-round debate between AI models with structured voting, convergence detection, and persistent decision graph memory.

An MCP server to create/update pages in Notion app & auto generate mdBooks from structured content.

🐍 ☁️ MCP to search through PapersWithCode API

A JetBrains IDE plugin that exposes an MCP server, giving AI coding assistants full programmatic control over the debugger.

A JetBrains IDE plugin that exposes an MCP server, enabling AI coding assistants to leverage the IDE's indexing and refactoring capabilities (rename, safe delete, find references, call hierarchy, type hierarchy, diagnostics and more).

) 🐍 ☁️ - A MCP server for Unsplash image search.

An MCP server that lets LLMs plan and manage itineraries with interactive maps in Triplyfy; manage itineraries, places and notes, and search/save flights.

Your AI Assistant's Gateway to Google Sheets! 25 powerful tools for seamless Google Sheets automation via MCP.

📇 ☁️ A Model-Context-Protocol (MCP) server for integrating with Yuque API, allowing AI models to manage documents, interact with knowledge bases, search content, and access analytics data from the Yuque platform.

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

MCP server that provides comprehensive tools for managing [Higress](https://github.com/alibaba/higress) gateway configurations and operations.

A MCP server for replacing Rest Clients like Postman/Insomnia, by allowing your LLM to maintain and use api collections.

– A Python Runtime Interpreter MCP Server that executes user-submitted code in an isolated environment.

Access tens of thousands of remote job listings and company information. This public MCP server provides real-time access to Himalayas' remote jobs database.

An integration that allows LLMs to interact with Raindrop.io bookmarks using the Model Context Protocol (MCP).

Hive Intelligence: Ultimate cryptocurrency MCP for AI assistants with unified access to crypto, DeFi, and Web3 analytics

MCP server providing AI assistants with access to Dota 2 statistics via OpenDota API. 20+ tools for player stats, hero data, and match analysis with natural language support.

A MCP server for interacting with [Go's Language Server Protocol (gopls)](https://github.com/golang/tools/tree/master/gopls) and benefit from advanced Go code analysis features.

MCP server to interact with the UCSC Genome Browser API, letting you find genomes, chromosomes, and more.

📇 ☁️ Allows AI clients to manage records and notes in Attio CRM

Box integration for listing, reading and searching files

Deterministic tech stack recommendations with 6-dimension scoring. Analyze, compare technologies, get optimal stack suggestions for any project type. 10 tools (4 free, 6 Pro).

Fetch real-time stock prices from Stooq without API keys. Supports global markets (US, Japan, UK, Germany).

Workflow for fixing build issues in ESP32 series chips using ESP-IDF.

– DoorDash Delivery (Unofficial)

MCP server based on baostock, providing access and analysis capabilities for Chinese stock market data.

A MCP server for interacting with [Bruno API Client](https://www.usebruno.com/).

Generate visual charts using [Apache ECharts](https://echarts.apache.org) with AI MCP dynamically.

Generate [mermaid](https://mermaid.js.org/) diagram and chart with AI MCP dynamically.

Control Android devices with AI through MCP, enabling device control, debugging, system analysis, and UI automation with a comprehensive security framework.

Enhance AI-generated code quality through intelligent, prompt-based analysis across 10 critical dimensions from complexity to security vulnerabilities

- An MCP server acting as an adapter into the [ACP](https://agentcommunicationprotocol.dev) ecosystem. Seamlessly exposes ACP agents to MCP clients, bridging the communication gap between the two protocols.

Run queries against InfluxDB OSS API v2.

[gitmcp.io](https://gitmcp.io/) is a generic remote MCP server to connect to ANY [GitHub](https://www.github.com) repository or project for documentation

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

Gradle integration using the Gradle Tooling API to inspect projects, execute tasks, and run tests with per-test result reporting

A Model Context Protocol (MCP) integration that provides Claude Desktop with autonomous browser automation capabilities.

An integration that allows Claude Desktop to interact with Hacker News using the Model Context Protocol (MCP).

An integration that allows Claude Desktop to interact with Spotify using the Model Context Protocol (MCP).

A Model Context Protocol (MCP) server that enables Claude Desktop to check domain availability across 50+ TLDs. Features DNS/WHOIS verification, bulk checking, and smart suggestions. Zero-clone installation via uvx.