Make Your IDE Ready with MCP

Fetches up-to-date documentation and code examples for LLMs and AI code editors

Build AI applications that can learn and answer questions over large-scale federated data

Empowers AI coding agents with a comprehensive and structured software development toolkit

Conducts in-depth web and local research on any topic, generating comprehensive reports

Streamline AI-driven development workflows by automating task management with GitHub

Builds and queries temporally-aware knowledge graphs tailored for AI agents

Facilitates the creation of Model Context Protocol (MCP) servers with a Pythonic framework

Browser automation and web scraping

Database inspection and querying interface

Full implementation of Todoist Rest API for MCP server

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

Fulcra Context MCP server for accessing your personal health, workouts, sleep, location, and more, all privately. Built around [Context by Fulcra](https://www.fulcradynamics.com/).

Clojure linter

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

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

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

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

Connect with 10,000+ tools across HRIS, ATS, CRM, Accounting, Calendar, Meeting, Ticketing, and more categories.

Lightning-Fast, High-Accuracy Deep Research Agent 👉 8–10x faster 👉 Greater depth & accuracy 👉 Unlimited parallel runs

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

A simple yet powerful ⭐ CLI chatbot that integrates tool servers with any OpenAI-compatible LLM API.

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

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

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

Fetch YouTube subtitles

Hierarchical task management (ideas → epics → tasks) with CLI dashboard

Access and analyze Fathom Analytics data and reports

Equip AI agents with evaluation and self-improvement capabilities with [Root Signals](https://www.rootsignals.ai/)

a macOS-only MCP server that enables AI agents to capture screenshots of applications, or the entire system.

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

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

A secure, **multi-tenant** Python MCP server framework built to integrate easily with external services via OAuth 2.1, offering scalable and robust solutions for managing complex AI applications.

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

File access and search for Box.

MCP server that provides programmatic access to the Israeli Central Bureau of Statistics (CBS) price indices and economic data.

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

Activate MCP services (Gmail, Calendar, WordPress, etc.) and run browser automation workflows via a Chrome extension with importable sequences

Get any answer from the Facebook Ads Library, conduct deep research including messaging, creative testing and comparisons in seconds.

A local MCP server for developers that mirrors your in-development MCP server, allowing seamless restarts and tool updates so you can build, test, and iterate on your MCP server within the same AI session without interruption.

A knowledge service for Germany's complex Energy Market Communications (MaKo) regulations.

Access real-time gaming data across popular titles like League of Legends, TFT, and Valorant, offering champion analytics, esports schedules, meta compositions, and character statistics.

Navigate your OpenTelemetry resources, investigate incidents and query metrics, logs and traces on [Dash0](https://www.dash0.com/).

multiplayer code editor from the creators of atom

IP2Location.io API integration to retrieve the geolocation information for an IP address.

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

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

An MCP Server Integration with Apple Shortcuts

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

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

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

AI pilot for PTY operations that enables agents to control interactive terminals with stateful sessions, SSH connections, and background process management

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

Provides multi-cluster Kubernetes management and operations using MCP, It can be integrated as an SDK into your own project and includes nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources.

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

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

MCP of MCPs. Automatic discovery and configure MCP servers on your local machine. Fully REMOTE! Just use [https://mcp.1mcpserver.com/mcp/](https://mcp.1mcpserver.com/mcp/)

Run and manage docker containers, docker compose, and logs

A Model Context Protocol (MCP) server that provides AI assistants with comprehensive access to Cisco Webex messaging capabilities.

Interacting with Phabricator API

Knowledge graph-based persistent memory system

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

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

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

Provides LLMs with essential random generation abilities, built entirely on Python's standard library.

Send Instagram DMs via your LLM

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

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

Official Taskeract MCP Server for integrating your [Taskeract](https://www.taskeract.com/) project tasks and load the context of your tasks into your MCP enabled app.

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

Stock market API made for AI agents

vscode auto complete and chat tool (full feature support)

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

A collection of tools for managing the platform, addressing data quality and reading and writing to [Teradata](https://www.teradata.com/) Database.

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

AI-powered SVG animation generator that transforms static files into animated SVG components using the [Allyson](https://allyson.ai) platform

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

Web search server that integrates Perplexity Sonar models via OpenRouter API for real-time, context-aware search with citations

A Model Context Protocol (MCP) server enabling interaction with Google Admin APIs.

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

TikTok integration for getting post details and video subtitles

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

🍎 MCP server for Xcode's xctrace, xcrun, xcodebuild.

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

Smart, case-aware search & replace for codebases. Provides atomic renaming of symbols, files, and directories with full undo/redo. The MCP server lets AI assistants plan, preview, and apply rename operations safely, handling all naming conventions (snake_case, camelCase, PascalCase, etc.) automatically.

Tools to read, search, and manipulate Git repositories

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

Connect to the [Taskade platform](https://www.taskade.com/) via MCP. Access tasks, projects, workflows, and AI agents in real-time through a unified workspace and API.

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

🌳 - Open-source, Self-hosted MCP server Gateway that connects your AI Agents to MCP Servers (for developers and enterprises)

MCP for Sonatype Nexus Repository Manager and Sonatype Repository Firewall. Manage your DevSecOps practices through AI-assisted Workflows.

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

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. Published as `@shopsavvy/mcp-server`.

Obtains latest dependency details for Clojure libraries.

Accurate weather forecasts via the AccuWeather API (free tier available).

MCP Server for DealX platform

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

generate lyrics, song and background music(instrumental)

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

a cli inspector for MCP servers

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

CLI that generates MCP tools based on your Database schema and data using AI and host as REST, MCP or MCP-SSE server

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

Official [CoinGecko API](https://www.coingecko.com/en/api) MCP Server for Crypto Price & Market Data, across 200+ blokchain networks and 8M+ tokens.

A MCP server to retrieve up-to-date jobs from company career sites.

AI-powered web scraping library that creates scraping pipelines using natural language.- [ScrapeGraphAI](https://scrapegraphai.com)

Fast, token-efficient web content extraction that converts websites to clean Markdown. Features Mozilla Readability, smart caching, polite crawling with robots.txt support, and concurrent fetching with minimal dependencies.

Remote SSE MCP server for hosting HTML webpages and sharing content through temporary URLs without authentication

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

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

-🐧 🪟 🍎 - An MCP server (and command-line tool) to provide a dynamic map of chat-related files from the repository with their function prototypes and related files in order of relevance. Based on the "Repo Map" functionality in Aider.chat

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

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

Tools to query latest Maven dependency information

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

Access the [OSV (Open Source Vulnerabilities) database](https://osv.dev/) for vulnerability information. Query vulnerabilities by package version or commit, batch query multiple packages, and get detailed vulnerability information by ID.

Query and interact with kubernetes environments monitored by Metoro

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

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

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

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

Connect your AI Agents to 8,000 apps instantly.

Read and write access to your Baserow tables.

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

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

MCP server for text-to-graphql, integrates with Claude Desktop and Cursor.

Expose Great Expectations data validation and

A Model Context Protocol (MCP) server that provides AI assistants with the ability to search and retrieve Microsoft AutoGen documentation.

Track and monitor AI agent mindshare across platforms - measure brand visibility in AI conversations with [Agent Mindshare](https://agentmindshare.com).

Official [Kiwi.com](https://www.kiwi.com) flight search MCP server. Search and book flights directly from your favorite AI assistant.

Search 1M+ hours of podcasts, interviews, talks and your private audio uploads with speaker identification and timestamps. Official Remote MCP server (via https://mcp.audioscrape.com) enabling AI assistants to access and analyze audio content through semantic and text-based search.

Trello Desktop MCP server that enables Claude Desktop to interact with Trello boards, cards, lists, and team members through natural language commands.

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

[Token Metrics](https://www.tokenmetrics.com/) integration for fetching real-time crypto market data, trading signals, price predictions, and advanced analytics.

Supercharge your AI assistant with plug-and-play access to authentication, project scaffolding, and smart wallet tooling.

A fixed one from above one. More user-friendly.

MCP server which provides utilities to work with time and dates, with natural language, multiple formats and timezone convertion capabilities.

Remote server (SSE/Streamable) for the latest Svelte and SvelteKit documentation

Integrates with Mailtrap Email API.

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

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

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

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

MCP Server For [Apache Doris](https://doris.apache.org/), an MPP-based real-time data warehouse.

Interact with your content on the Contentful platform

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

Clean up sloppy AI code and prevent vulnerabilities

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

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

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

MCP server for scheduling and triggering reminders via Slack or Telegram.

Enable your code gen agents to create & run 0-config end-to-end tests against new code changes in remote browsers via the [Debugg AI](https://debugg.ai) testing platform.

Create, manage, and update applications on InstantDB, the modern Firebase.

Mercado Libre's official MCP server, offering tools to interact with our marketplace, simplifying tasks and product integration.

MCP REST API and CLI client for interacting with MCP servers, supports OpenAI, Claude, Gemini, Ollama etc.

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

Search for free APIs using MCP.

Official MCP server for Buildable AI-powered development platform. Enables AI assistants to manage tasks, track progress, get project context, and collaborate with humans on software projects.

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

Interact with Homebrew (the package manager for macOS and Linux) using natural language commands.

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

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

CodeMirror extension that implements the Model Context Protocol (MCP) for resource mentions and prompt commands.

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

Interact with Stripe API

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

Interact with [Twelve Data](https://twelvedata.com) APIs to access real-time and historical financial market data for your AI agents.

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

Turn websites into datasets with [Scrapezy](https://scrapezy.com)

📇 ☁️ 🏠 - Hive Intelligence: Ultimate cryptocurrency MCP for AI assistants with unified access to crypto, DeFi, and Web3 analytics. Hive's remote mcp server guide [remote server](https://hiveintelligence.xyz/crypto-mcp).

Official MCP server for [Supadata](https://supadata.ai) - YouTube, TikTok, X and Web data for makers.

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

APISIX Model Context Protocol (MCP) server is used to bridge large language models (LLMs) with the APISIX Admin API, supporting querying and managing all resources in [Apache APISIX](https://github.com/apache/apisix).

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

Interact with Homey to control smart home system. Supports devices, flows, and zones. Contains a few goodies for better integrations with LLMs.

<img height="20" width="20" src="https://carbonvoice.app/favicon.ico" align="center"/> 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).

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

MCP for semantic code search & navigation that reduces token waste

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

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

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

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

A TypeScript framework for building MCP servers elegantly

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

Official MCP Server to deploy to [Google Cloud Run](https://cloud.google.com/run).

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

Execute SQL (PostgreSQL, MariaDB, BigQuery, MS SQL Server, RedShift, etc.) via ConnectorX and stream results to CSV/Parquet. MCP tool: run_sql.

Control Nanoleaf smart lights through MCP - turn on/off, adjust brightness, change colors, set effects, and discover devices

MCP Server for [PGYER](https://www.pgyer.com/) platform, supports uploading, querying apps, etc.

ALAPI MCP Tools,Call hundreds of API interfaces via MCP

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

integrates with the fastmcp library to expose the full range of NebulaBlock API functionalities as accessible tools

Advanced filesystem operations with large file handling capabilities and Claude-optimized features. Provides fast file reading/writing, sequential reading for large files, directory operations, file search, and streaming writes with backup & recovery.

iOS Swift Package Manager server written in Swift

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

Interact with Verodat AI Ready Data platform

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

Fast Windows file search using Everything SDK

Create and publish unlimited podcast shows and episodes with [ELEMENT.FM](https://element.fm)

Kagi search API integration

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

Real-time weather **and air quality** via the Caiyun Weather API (meteorology + AQI, CN & US standards).

Predict anything with Chronulus AI forecasting and prediction agents.

Connect to the [TalentoHQ HR software](https://talentohq.com/features/mcp) via MCP. Transform your organization with the AI first HR software.

Easy web data access. Simplified retrieval of information from websites and online sources.

Interact with [Twilio](https://www.twilio.com/en-us) APIs to send messages, manage phone numbers, configure your account, and more.

Bring the full power of BrowserStack’s [Test Platform](https://www.browserstack.com/test-platform) to your AI tools, making testing faster and easier for every developer and tester on your team.

[Mux](https://www.mux.com) is a video API for developers. With Mux's official MCP you can upload videos, create live streams, generate thumbnails, add captions, manage playback policies, dig through engagement data, monitor video performance, and more.

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

MCP server for Shadcn UI, enabling automated, remote, or containerized project management via local or remote registries.

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

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

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

📧 An IMAP Model Context Protocol (MCP) server to expose IMAP operations as tools for AI assistants.

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

Python-based MCP tool providing a comprehensive set of functions for managing contacts, phonebooks, agents, teams, campaigns, and other CallHub resources.

— Work on dataset metadata with MLCommons Croissant validation and creation.

Expose Django REST Framework APIs as MCP tools for LLMs and agentic applications

Generate visual charts using [ECharts](https://echarts.apache.org) with AI MCP dynamically, used for chart generation and data analysis.

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

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

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

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

GitHub's official MCP Server

Privacy-first macOS MCP server that provides visual context for AI agents through window screenshots

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

Windsor MCP (Model Context Protocol) enables your LLM to query, explore, and analyze your full-stack business data integrated into Windsor.ai with zero SQL writing or custom scripting.

The official Render MCP server: spin up new services, run queries against your databases, and debug rapidly with direct access to service metrics and logs.

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

Up-to-date documentation for your coding agent. Covers 1000s of public repos and sites. Built by [ref.tools](https://ref.tools/)

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

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

Flag features, manage company data, and control feature access using [Bucket](https://bucket.co)

Your 24/7 production engineer that preserves context across multiple codebases [Prode.ai](https://prode.ai).

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

Yunxiao MCP Server provides AI assistants with the ability to interact with the [Yunxiao platform](https://devops.aliyun.com).

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

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

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.

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

An MCP server that brings enterprise-grade OCR and document parsing capabilities to AI applications.

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

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

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

Integrate real-time [Scrapeless](https://www.scrapeless.com/en) Google SERP(Google Search, Google Flight, Google Map, Google Jobs....) results into your LLM applications. This server enables dynamic context retrieval for AI workflows, chatbots, and research tools.

[AnyCrawl](https://anycrawl.dev) MCP Server, Powerful web scraping and crawling for Cursor, Claude, and other LLM clients via the Model Context Protocol (MCP).

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

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

Create, manage, and explore your content and content model using natural language in any MCP-compatible AI tool.

🐍 an openAI middleware proxy to use mcp in any existing openAI compatible client

An MCP server for securely (via RBAC) talking to on-premise and cloud MS SQL Server, MySQL, PostgreSQL databases and other data sources.

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!)

Interact with Tinybird serverless ClickHouse platform

MCP Server for automated reverse engineering with IDA Pro.

Provides access to OpenTelemetry traces and metrics through Logfire.

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

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

Turn your Make scenarios into callable tools for AI assistants.

Integrates with Notion's API to manage personal todo list

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

Open-source AI Web UI, supporting multiple providers including OpenAI, Anthropic, Google, Ollama, and local models. Includes MCP support for Agents.

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

Domain availability checking and WHOIS lookup tools.

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

Set up MCP servers in Claude Desktop

Rube is a Model Context Protocol (MCP) server that connects your AI tools to 500+ apps like Gmail, Slack, GitHub, and Notion. Simply install it in your AI client, authenticate once with your apps, and start asking your AI to perform real actions like "Send an email" or "Create a task."

An MCP server for fetching verifiable random numbers from the [drand network](https://drand.love).

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

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

The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.

Enhanced Maven Central integration with intelligent caching, bulk operations, and version classification

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

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

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

MCP Server to compile latex, download/organize/read cited papers, run visualization scripts and add figures/tables to latex.

MCP Server that connects AI agents to FHIR servers