MCP Server Marketplace

Official MCP server for secure file system operations with sandboxing. Read, write, and manage files safely.

Official MCP server for GitHub API integration - manage repos, issues, PRs, and code search.

Official MCP server for persistent memory and knowledge graph. Retain context across conversations.

Official MCP server for SQLite database operations. Query and manage local databases with full SQL support.

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

Query up-to-date documentation and code examples for any library. Essential for developers to get accurate, current API references.

Browser automation for testing and web scraping. Control browsers programmatically for E2E testing.

Fetch and analyze GitHub repositories documentation. Get comprehensive insights into any open source project.

– 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).

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

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

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

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

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

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.

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

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

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.

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

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

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.

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

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

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

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

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).

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

Interactive with Gitea instances with MCP.

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

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

Provides access to OpenTelemetry traces and metrics through Logfire

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

Open source podcast hosting platform

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

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

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

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.

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

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.

Query and interact with kubernetes environments monitored by Metoro

[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.

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

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

– 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.

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.

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

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

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

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.

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

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

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

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

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

- MCP server for ROS2 enabling AI-driven robotics applications and services.

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

) 🐍 ☁️ - An MCP server that provides access to [Polygon.io](https://polygon.io/) financial market data APIs for stocks, indices, forex, options, and more.

Safe Python interpreter based on HF Smolagents `LocalPythonExecutor`

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

A Model Context Protocol (MCP) server designed to connect to a CCTV recording program (VMS) to retrieve recorded and live video streams. It also provides tools to control the VMS software, such as showing live or playback dialogs for specific channels at specified times.

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

Querying network asset information by ZoomEye MCP Server

Turn a web service into an MCP server in one click without making any code changes.

- 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.

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.

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

Help agents automatically write and test stories for your UI components.

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

Query and analyze Azure Data Explorer databases

MCP server that integrates with the Squiggle API to provide information on Australian Football League teams, ladder standings, results, tips, and power rankings.

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

A framework for creating multi-agent systems using MCP for coordinated AI collaboration, featuring task management, shared context, and RAG capabilities.

Conduct AI-powered qualitative research interviews and surveys at scale with [Agent Interviews](https://agentinterviews.com). Create interviewers, manage research projects, recruit participants, and analyze interview data through MCP.

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

Extracts essential code structure from large codebases into AI-digestible format, helping AI agents write code that correctly uses existing APIs on the first attempt.

📇 🏠 🍎 🪟 🐧 - Multimodal AI vision MCP server for image, video, and object detection analysis. Enables UI/UX evaluation, visual regression testing, and interface understanding using Google Gemini and Vertex AI.

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

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

Provides tools to search Airbnb and get listing details.

Airtable database integration with schema inspection, read and write capabilities

Connect AI tools directly to Airtable. Query, create, update, and delete records using natural language. Features include base management, table operations, schema manipulation, record filtering, and data migration through a standardized MCP interface.

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

– MCP Server for the Aiwen IP Location, Get user network IP location, get IP details (country, province, city, lat, lon, ISP, owner, etc.)

Universal SQLAlchemy-based database integration supporting PostgreSQL, MySQL, MariaDB, SQLite, Oracle, MS SQL Server and many more databases. Features schema and relationship inspection, and large dataset analysis capabilities.

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.

Some useful tools for developer, almost everything an engineer need: confluence, Jira, Youtube, run script, knowledge base RAG, fetch URL, Manage youtube channel, emails, calendar, gitlab

A MCP server that provides access to AllTrails data, allowing you to search for hiking trails and get detailed trail information

An MCP Server for the Alpaca trading API to manage stock and crypto portfolios, place trades, and access market data.

Alpha Vantage API integration to fetch both stock and crypto information

Enables tools to interact with Amazon Advertising, analyzing campaign metrics and configurations.

Use Amazon Nova Canvas model for image generation.

Allows the AI to read .ged files and genetic data

A MCP server integrating AniList API for anime and manga information

Manage your Anki collection with AnkiConnect & MCP

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

Chat with any other OpenAI SDK Compatible Chat Completions API, like Perplexity, Groq, xAI and more

Query more than 40 apps with one binary using SQL. It can also connect to your PostgreSQL, MySQL, or SQLite compatible database. Local-first and private by design.

A `minimal` server/client MCP implementation using Azure OpenAI and Playwright.

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

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

APKTool MCP Server is a MCP server for the Apk Tool to provide automation in reverse engineering of Android APKs.

B2B sales intelligence and prospecting with Apollo.io. Search for prospects, enrich contacts with emails and phone numbers, discover companies by industry and size, and access Apollo's database of 275M+ contacts.

An MCP server to communicate with the App Store Connect API for iOS Developers

An MCP server that provides access to exported data from Apple Health. Data analytics included.

Allows the AI to read from your local Apple Notes database (macOS only)

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

An MCP server for interacting with Apple Reminders on macOS

An MCP Server Integration with Apple Shortcuts

Arch Linux MCP Server to the Arch Linux ecosystem of the Arch Wiki, AUR, and official repositories for AI-assisted Arch Linux usage on Arch and non-Arch systems. Features include searching Arch Wiki and AUR, getting package info, checking for updates, installing packages securely, and analyzing PKGBUILDs.

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

Search ArXiv research papers

Get the LaTeX source of arXiv papers to handle mathematical content and equations

📇 ☁️ This Model Context Protocol server implementation of Asana allows you to talk to Asana API from MCP Client such as Anthropic's Claude Desktop Application, and many more.

MCP server using the Aseprite API to create pixel art

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

An MCP server to manage test suites and cases, which is an alternative to Postman.

MCP server for Atlassian products (Confluence and Jira). Supports Confluence Cloud, Jira Cloud, and Jira Server/Data Center. Provides comprehensive tools for searching, reading, creating, and managing content across Atlassian workspaces.

MCP server for Atlassian products (Confluence and Jira). Supports Confluence Cloud, Jira Cloud, and Jira Server/Data Center. Provides comprehensive tools for searching, reading, creating, and managing content across Atlassian workspaces.

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.

Official AtomGit server for integration with repository management, PRs, issues, branches, labels, 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.

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

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.

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

Tool suite built around an MCP server for Android automation for developer workflow and testing

An MCP server using the AviationStack API to fetch real-time flight data including airline flights, airport schedules, future flights and aircraft types.

Your Ionic coding buddy enabled via MCP – build awesome mobile apps using React/Angular/Vue or even Vanilla JS!

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

/🏠 - Get up-to-date EC2 pricing information with one call. Fast. Powered by a pre-parsed AWS pricing catalogue.

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.

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

A wrapper around the Azure CLI command line that allows you to talk directly to Azure

Azure DevOps integration for repository management, work items, and pipelines.

/🏠 - 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.

MCP server that integrates balldontlie api to provide information about players, teams and games for the NBA, NFL and MLB

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

MCP server that searches Baseline status using Web Platform API

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

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

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

Beelzebub is a honeypot framework that lets you build honeypot tools using MCP. Its purpose is to detect prompt injection or malicious agent behavior. The underlying idea is to provide the agent with tools it would never use in its normal work.

Beeper provides transactions on BSC, including balance/token transfers, token swaps in Pancakeswap and beeper reward claims.

An MCP server that enables interaction with board game related data via the BoardGameGeek API (XML API2).

Let AI tools like Cursor, VS Code, or Claude Desktop answer questions using your product docs. Biel.ai provides the RAG system and MCP server.

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

BigQuery database integration with schema inspection and query capabilities

A FastMCP-based tool that fetches Bilibili's trending videos and exposes them via a standard MCP interface.

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

An MCP server for tracking Binance Alpha trades, helping AI agents optimize alpha point accumulation.

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.

Web search capabilities using Microsoft Bing Search API

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.

MCP server to interact with the BioThings API, including genes, genetic variants, drugs, and taxonomic information.

An MCP server that enables AI models to query the Bitcoin blockchain.

₿ 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.

An MCP server that tracks Bitcoin's Unspent Transaction Outputs (UTXO) and block statistics.

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.

MCP server for working with Blender

A zero-cost MCP server that forces AI to self-correct generation messages using prompt injection, independent self-audition and context isolation.

An MCP server that delivers blockchain news and in-depth articles from BlockBeats for AI agents.

MCP server for Blockchain Data. It provides access to Tatum's blockchain API across 130+ networks with tools including RPC Gateway and Blockchain Data insights.

Providing real-time gas price predictions across multiple blockchains, powered by Blocknative.

Bluesky instance integration for querying and interaction

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

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/).

This is an MCP server used for querying books, and it can be applied in common MCP clients, such as Cherry Studio.

Box integration for listing, reading and searching files

Unofficial PayPal Braintree payment gateway MCP Server for AI agents to process payments, manage customers, and handle transactions securely.

Web, Image, News, Video, and Local Point of Interest search capabilities using Brave's Search API

Web search capabilities using Brave's Search API

Providing real-time cross-chain bridge metrics.

Delivering real-time cross-chain bridge rates and optimal transfer routes to onchain AI agents.

Discover, extract, and interact with the web - one interface powering automated access across the public internet.

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

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

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

An MCP Server that enables AI assistants to interact with your local browsers.

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

Lightweight browser automation MCP server in Rust with zero dependencies.

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

An MCP server for interacting with [Bugsnag](https://www.bugsnag.com/)

Enables agents to query local information about dependencies in a Ruby project's `Gemfile`.

MCP Bundles: Create custom bundles of tools and connect providers with OAuth or API keys. Use one MCP server across thousands of integrations, with programmatic tool calling and MCP UI for managing bundles and credentials.

Allows you to automate or monitor business operations, sales recorder, POS software, CRM.

An MCP server for Mathematical expression calculation

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

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.

This server enables LLMs to use calculator for precise numerical calculations

Universal MCP server for CalDAV protocol integration. Works with any CalDAV-compatible calendar server including Yandex Calendar, Google Calendar (via CalDAV), Nextcloud, ownCloud, Apple iCloud, and others. Supports creating events with recurrence, categories, priority, attendees, reminders, searching events, and retrieving events by UID.

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

📇 ☁️ Allows AI clients to manage contacts, opportunities and tasks in Capsule CRM including Claude Desktop ready DTX-file

Unofficial MCP server for searching and retrieving scientific data from the Catalysis Hub database, providing access to computational catalysis research and surface reaction data.

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 Azure PaaS-hostable MCP server that provides a workspace-grounded knowledge graph for multiple developers using Azure Functions MCP triggers and Table storage.

/🐧 ☁️ - mcp server for [cert-manager](https://github.com/cert-manager/cert-manager) management and troubleshooting

Providing real-time access to Chainlink's decentralized on-chain price feeds.

An MCP server that gives AI agents fast access to verified EVM chain information, including RPC URLs, chain IDs, explorers, and native tokens.

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

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

Query and summarize your chat messages with AI prompts.

MCP server implementation for ChatterBox.io, enabling AI agents to send bots to online meetings (Zoom, Google Meet) and obtain transcripts and recordings.

A MCP server playing chess against LLMs.

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

Security-hardened Chrome automation with post-quantum encryption (ML-KEM-768 + ChaCha20-Poly1305), secure credential vault, memory scrubbing, and audit logging. 22 tools for browser automation and secure logins.

Predict anything with Chronulus AI forecasting and prediction agents.

Code Intelligence for Elixir: module search, function tracking, and PR attribution through tree-sitter AST parsing

MCP server for Thales CipherTrust Manager integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants.

Enable AI Agents to fix build failures from CircleCI.

An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with comprehensive tool support.

Automatic enforcement of critical rules for Claude AI preventing 96 documented failure patterns. Provides compliance verification checklist and rules summary via MCP tools.

An MCP Server and VS Code Extension which enables (language agnostic) automatic debugging via breakpoints and expression evaluation.

First & only persistent project context MCP. Provides .faf (Foundational AI-context Format) Project DNA with 33+ tools, Podium scoring (0-100%), and format-driven architecture. Official Anthropic Registry. 10k+ npm downloads.

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

A Mermaid diagram rendering MCP server for Claude Code with live reload functionality, supporting multiple export formats (SVG, PNG, PDF) and themes.

Intelligent search capabilities to let every model and client use [Claude Agent Skills](https://www.anthropic.com/news/skills) like native.

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

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.

Command line interface with secure execution and customizable security policies

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.

Yet another CLI tool for testing MCP servers

CLI tool for testing MCP servers

ClickHouse database integration with schema inspection and query capabilities

A Model Context Protocol (MCP) server for accessing the Climatiq API to calculate carbon emissions. This allows AI assistants to perform real-time carbon calculations and provide climate impact insights.

Clojars MCP Server for upto date dependency information of Clojure libraries

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

MCP server for [Coda](https://coda.io/)

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

Coding agent with basic list, read, replace_in_file, write, execute_command and web search tools. Supports multiple projects concurrently.

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

A single-binary MCP server that converts source code into AST, regardless of language.

An MCP server that indexes local code into a graph database to provide context to AI assistants with a graphical code visualizations for humans.

MCP server that connects your IDE or AI assistant to Codex CLI for code analysis and editing with support for multiple models (gpt-5-codex, o3, codex-1)

Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources

Bitget API to fetch cryptocurrency price.

Real-time cryptocurrency market data integration using CoinCap's public API, providing access to crypto prices and market information without API keys

Coinmarket API integration to fetch cryptocurrency listings and quotes

Providing real-time access to the latest news from Cointelegraph.

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

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

Get Confluence data via CQL and read pages.

A Model Context Protocol (MCP) server for interacting with Confluence Data Center via REST API.

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

Production-ready MCP server for AI-driven console automation and monitoring. 40 tools for session management, SSH, testing, monitoring, and background jobs. Like Playwright for terminal applications.

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.

Extract content from URLs, documents, videos, and audio files using intelligent auto-engine selection. Supports web pages, PDFs, Word docs, YouTube transcripts, and more with structured JSON responses.

Update, create, delete content, content-models and assets in your Contentful Space

AI-powered productivity suite connecting Todo, Idea, Journal, and Timer apps with Claude via Model Context Protocol.

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

LLM-driven context and memory management with wide-recall + precise-reranking RAG architecture. Features multi-dimensional retrieval (vector/timeline/knowledge graph), short/long-term memory, and complete MCP support (HTTP/WebSocket/SSE).

Up-to-date code documentation for LLMs and AI code editors.

A Model Context Protocol (MCP) server that allows AI agents to generate secure smart contracts in multiples languages based on [OpenZeppelin Wizard templates](https://wizard.openzeppelin.com/).

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))

MCP server that connects your IDE or AI assistant to GitHub Copilot CLI for code analysis, review, and batch processing

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

Outputs short-form Rust crate derived traits,interfaces, etc. from AST (uses same api as rust-analyzer), output limits (token estimation) & crate docs w/regex stripping.

– Crawleo Search & Crawl API

– Crawleo search & Crawling API