MCP Server Registry

Official Stripe Link CLI for agent payments — single-use payment tokens, virtual cards, MPP support. The wallet your AI agents use to buy tools and services.

Full GitHub API integration — repos, issues, PRs, branches, and search.

Read-only PostgreSQL database access — queries, schemas, exploration.

Search dogs, find breeders, check genetics compatibility, and submit buyer inquiries. Powered by BreederOS SaaS platform.

Secure file system operations with configurable access controls.

Persistent knowledge graph — entities, relations, observations across sessions.

Slack workspace integration — messages, channels, history, and search.

Local Git repository operations — read history, diff changes, manage branches, and search commits.

Bankovní výpisy 8 bank (CSV/PDF) → Money S3 / ABRA Flexi / POHODA / PREMIER / HELIOS XML a faktury (PDF/foto) → ISDOC / POHODA XML s AI extrakcí. Kurzy ČNB automaticky. Remote MCP, nic se neukládá.

Web and local search using the Brave Search API — privacy-focused.

HTTP fetch and web content extraction — URLs to readable Markdown.

Google Drive file management — search, read, and organize files in your Google Drive.

Official X platform MCP server — post tweets, search content, manage followers, analyze trends via 150+ API tools.

Browser automation — navigate, screenshot, click, fill forms, execute JS.

Structured reasoning tool — break complex problems into sequential thinking steps with revision support.

SQLite database operations — tables, queries, analysis, local databases.

Google Maps Platform — geocoding, directions, places, elevation.

Current time and timezone conversion — get the current time in any timezone and convert between timezones.

AI image generation with EverArt — create images, train custom models, and manage generation jobs.

Fast file search across the system using Everything engine — instant filename lookup and filtering.

Context7 documentation — fetch up-to-date library docs and code examples for any programming library.

Cross-browser automation — navigate, interact, screenshot, test.

Hugging Face Hub — search models, datasets, and spaces, run inference, and browse documentation.

1Password secrets management — securely retrieve secrets, manage vaults, and handle credentials.

Claude API — chat, vision, tool use, prompt caching.

Asana project management — create tasks, manage projects, track workflows, and search across workspaces.

Firecrawl web scraping — crawl websites, extract structured data, and convert pages to clean Markdown.

Stripe payments — charges, customers, subscriptions, invoices.

Cloudflare platform — manage Workers, KV storage, R2 buckets, DNS records, and analytics.

Google Calendar — create events, manage calendars, check availability, and handle RSVPs.

Tavily AI search — optimized search for AI agents with structured results, summaries, and answer extraction.

Neon serverless Postgres — manage databases, branches, run queries, and handle connection pooling.

Supabase platform — database, auth, storage, edge functions.

Figma design platform — read design files, extract components, get layout data, and analyze design tokens.

Twilio communication APIs — send SMS, make calls, manage phone numbers, and handle messaging.

MongoDB database operations — query collections, insert documents, manage indexes, and aggregate data.

Ollama local LLM runner — run models locally, generate completions, manage model library, and embeddings.

Zapier automation platform — trigger zaps, manage workflows, and connect 6,000+ apps via natural language.

Atlassian Jira integration — create and manage issues, search with JQL, handle sprints, and track projects.

Salesforce CRM — query SOQL, manage objects, automate workflows, and access the Lightning platform.

Obsidian knowledge base — search notes, read and write Markdown files, manage tags, and navigate links.

Resend email API — send emails with React templates, manage domains, and track delivery status.

Todoist task management — create tasks, manage projects, set priorities, and organize with labels and filters.

Shopify e-commerce — manage products, orders, customers, and inventory via the Admin API.

Snyk security scanning — find vulnerabilities, analyze dependencies, and monitor security posture.

Datadog monitoring — query metrics, search logs, manage monitors, and investigate incidents.

Pinecone vector database — upsert vectors, query by similarity, manage indexes, and handle namespaces.

GitLab DevOps platform — repositories, merge requests, CI/CD pipelines, issues, and project management.

Notion workspace — search, read, create, update pages and databases.

Perplexity AI search — AI-powered web research with cited answers and real-time information.

MySQL database access — execute queries, inspect schemas, manage tables, and explore database structure.

Google Analytics 4 — query reports, analyze traffic, track conversions, and explore audience data.

Sanity headless CMS — query content with GROQ, manage documents, handle assets, and work with schemas.

HubSpot CRM — manage contacts, companies, deals, and track engagement across the sales pipeline.

Exa neural search — semantic search across the web with auto-summarization and content extraction.

Atlassian Confluence integration — search pages, read content, create and update documentation.

HashiCorp Terraform integration — plan, apply, and manage infrastructure-as-code configurations.

YouTube Data API — search videos, get transcripts, manage channels, and analyze video metadata.

Linear project management — issues, projects, cycles, workspaces.

Semgrep static analysis — scan code for security vulnerabilities, bugs, and anti-patterns.

Redis in-memory data store — get/set keys, manage data structures, pub/sub, and cache operations.

SendGrid email API — send transactional and marketing emails, manage contacts, and track delivery.

WordPress CMS — create posts, manage pages, handle media, and administer WordPress sites via REST API.

Upstash serverless data — Redis, Kafka, and QStash for serverless applications with pay-per-request pricing.

Browserbase cloud browsers — run headless browsers in the cloud with stealth mode and session management.

Airtable database integration — read, create, update, and query records across bases and tables.

Spotify Web API — search music, manage playlists, control playback, and get recommendations.

PagerDuty incident management — list incidents, trigger alerts, manage on-call schedules, and escalate issues.

Qdrant vector search engine — manage collections, store points, and perform similarity search with filtering.

Contentful headless CMS — manage entries, content types, assets, and spaces via the Management API.

Railway deployment platform — deploy apps, manage databases, handle environments, and monitor services.

Zendesk support — manage tickets, search knowledge base, handle users, and automate support workflows.

PayPal payments integration — create orders, process payments, handle refunds, and manage disputes.

LangChain framework integration — chains, agents, vector stores, and retrieval-augmented generation.

Elasticsearch search and analytics — full-text search, aggregations, index management, and document CRUD.

Mixpanel product analytics — track events, analyze funnels, query user cohorts, and monitor retention.

Turso edge database (libSQL) — manage databases, run queries, create replicas, and handle groups.

Square payment and commerce platform — payments, catalog, inventory, and customer management.

GCP integration — Cloud Storage, BigQuery, Cloud Run, Pub/Sub, and Compute Engine management.

OpenAI API — chat, embeddings, DALL-E, Whisper.

Telegram Bot API — send messages, manage groups, handle media, and interact with Telegram users.

Raycast productivity — manage clipboard history, snippets, quicklinks, and Raycast extensions.

Postmark transactional email — send emails, manage templates, track bounces, and monitor delivery.

Ghost publishing platform — create posts, manage members, handle tags, and publish content.

New Relic observability — query NRQL, monitor applications, analyze performance, and manage alerts.

ClickUp project management — tasks, lists, spaces, goals, and time tracking integration.

Sentry error tracking — issues, stack traces, releases, trends.

Intercom customer messaging — manage conversations, users, articles, and customer engagement data.

Microsoft Azure integration — manage resources, VMs, storage, App Service, and Azure DevOps.

Mailchimp marketing platform — manage audiences, create campaigns, design emails, and analyze performance.

Amplitude analytics — query events, analyze user journeys, segment audiences, and track product metrics.

Atlassian Bitbucket — manage repositories, pull requests, pipelines, and code reviews.

Render cloud platform — deploy services, manage databases, view logs, and handle environment configuration.

Strapi headless CMS — manage content types, entries, media, and users via the REST or GraphQL API.

Vercel platform — projects, deployments, domains, build logs.

Freshdesk helpdesk — create tickets, manage contacts, search solutions, and automate support workflows.

Twitter/X API — post tweets, search content, manage followers, and analyze trends.

Monday.com work OS integration — manage boards, items, columns, and automations.

DigitalOcean cloud management — droplets, databases, app platform, spaces, and Kubernetes clusters.

Apple Notes integration — search, read, and create notes in Apple Notes via AppleScript.

Microsoft Teams integration — send messages, manage channels, and interact with Teams via Microsoft Graph.

Canva design integration — create designs, use templates, manage brand assets, and export graphics.

WooCommerce store management — products, orders, customers, coupons, and WordPress integration.

CircleCI CI/CD platform — trigger pipelines, manage workflows, view build logs, and monitor job status.

Grafana observability — dashboards, metrics, datasources, alerts.

Discord bot — messages, channels, history, server events.

AWS services — S3, Lambda, DynamoDB, CloudWatch.

Docker containers — list, create, start, stop, inspect.

K8s cluster — pods, deployments, services, namespaces via kubectl.

Universal memory service providing semantic search, persistent storage, and autonomous memory consolidation

An MCP server that enables AI assistants to make HTTP requests and download files using curl, allowing them to interact with web APIs and content.

This is an MCP server to manage PayPal

Helps LLMs maintain coherent timelines, track events, and manage characters across long-form narratives for fiction writing or historical accounts.

One MCP connection → 100+ MCP servers, with trust audit, discovery, and execution. Trust Scores (0-100) across 5 dimensions: code health, security scan, behavioral audit, community trust, EU compliance.

Enables out-of-band interaction testing by integrating ProjectDiscovery's interactsh service as an MCP server. Allows AI agents to create callback domains, send probes, and capture DNS/HTTP interactions for security testing and verification workflows.

Play Tic Tac Toe against an AI opponent using this MCP server.

Enables management of GitHub projects and issues using GitHub's GraphQL API. Supports creating/updating issues with images, managing labels and assignees, organizing ProjectsV2 boards, and updating project item statuses.

A personal MCP server for Claude Desktop that enables task management, note-taking, file system operations, and optional Google Calendar integration. Includes comprehensive testing tools and visual monitoring for easy setup and debugging.

Integrate shadcn/studio MCP Server directly into your favorite IDE and craft stunning shadcn/ui Components, Blocks and Pages inspired by shadcn/studio.

Official MCP for Carbone - Document Generation, Document Conversion, and Universal Templating.

A set of tools allowing AI assistants to interact directly with GitHub, enabling automation of tasks like fetching user profiles, creating repositories, and managing pull requests.

An MCP server that acts as a bridge to query multiple OpenAI-compatible LLMs with MCP tool access. Just like rubber duck debugging, explain your problems to various AI "ducks" who can actually research and get different perspectives!

A Model Context Protocol server that helps with job applications by analyzing job postings and optimizing resumes and cover letters through document analysis tools.

A security-hardened MCP server for managing Technitium DNS Server via its HTTP API. It provides 20 tools for DNS zone management, record configuration, and server diagnostics with built-in protections like rate limiting and read-only modes.

MCP Server for accessing W3C/WHATWG/IETF web specifications. Provides AI assistants with access to official web standards data including specifications, WebIDL definitions, CSS properties, and HTML elements.

Prevents citation hallucination by verifying academic citations against CrossRef's database of 150+ million publications before they can be mentioned, ensuring every citation includes a valid DOI.

Wedding OS for AI agents — plan and run weddings: checklist, guests & RSVP, budget, day-of timeline, seating, playlist, extras catalog, and couple-agency coordination.

Persistent memory and identity infrastructure for AI agents. Cross-session wake protocol, drift detection, immutable snapshots, and shared memory spaces — free hosted API

Czech hotel concierge for AI agents — search hotels, browse services and local providers, check availability, and book stays. First Czech hotel platform with auditable multi-tenant RLS.

LLM pricing oracle — model lookup, cost estimation, and comparison via LiteLLM. An MCP server that gives AI assistants accurate, up-to-date model pricing from the LiteLLM community registry. Look up pricing and capabilities for any LLM with fuzzy matching, estimate costs for token volumes, and compare models by provider, context window, or mode.

This MCP server enables users to search for scientific papers on arXiv and retrieve detailed metadata for specific papers. It provides tools to perform search queries and fetch in-depth information using paper IDs.

Enables comprehensive Windows process and service management with secure UAC elevation. Supports discovery, inspection, and control of processes by name, PID, or port number, with both AI-assisted and direct command-line interfaces.

Enables integration with Beagle Security API for managing security testing projects, applications, domain verification, and automated penetration tests. Provides 18 tools for creating, monitoring, and retrieving results from security assessments.

The only MCP server with AI guest risk scoring and extortion detection. Search properties, book instantly, protect hosts. 41 tools across 5 layers. Instant API key, 10 free credits.

Enables AI agents to query and retrieve public statistical data from Data Commons through search and observation tools. Provides access to demographic, economic, and other statistical indicators for analysis and research.

Sentinel is an enterprise-grade security server that integrates tools like Semgrep, Trivy, and Gitleaks via Docker to perform automated vulnerability scanning and compliance checks. It enables users to conduct static analysis, secret detection, and AI-powered threat modeling directly through Model Context Protocol-compatible IDEs.

An MCP server that provides access to the LinkedIn Bulk Data Scraper API and various utility tools for data extraction and processing.

Enables comprehensive product management for e-commerce with CRUD operations, AI-powered product description generation, inventory tracking, and MySQL database integration.

A context provider that serves as an AI version of Chris's programming knowledge and practices. Enables AI utilities like Claude and Cline to search and access coding guidelines, rules, and context for JavaScript, TypeScript, React, and various development frameworks.

Enables image analysis and recognition through multiple LLM vision models (Gemini, GPT-4o, Qwen-VL, Doubao) by accepting image URLs or Base64 data and returning text descriptions or answers to questions about the images.

A template for deploying MCP servers on Cloudflare Workers with OAuth authentication. Enables remote access to MCP tools via SSE transport, allowing Claude Desktop and other clients to connect over HTTP.

Provides real-time LNP/WLNP (Wireless Local Number Portability) and LRN auditing. Features specialized congestion logic for 2026 global events. Essential for routing agents managing wireless and wireline transit.

An MCP server that connects Claude to FL Studio, allowing the AI to send melodies, chords, and drum patterns directly to the DAW via virtual MIDI ports.

Enables creation, management, and deployment of n8n workflows with enhanced context and automation capabilities. Features code extraction, automatic documentation, template generation, and intelligent project organization for streamlined workflow development.

Enables Claude to delegate tasks to IBM watsonx.ai foundation models (Granite, Llama, Mistral) for text generation, chat, embeddings, and document analysis. Supports two-agent architectures where Claude can leverage IBM's enterprise AI capabilities for specialized workloads.

shortcuts-mcp-server

Enables intelligent task assignment to developers using hybrid AI algorithms that match tasks based on past experience, skill sets, workload balance, and project alignment. Features enterprise-grade security with AES-256 encryption and 75% performance optimization through smart caching.

Enables interaction with Azure DevOps Boards through the Model Context Protocol. Supports work item management including listing, updating status, adding comments, and retrieving prioritized cards for development workflows.

Provides real-time screen capture streaming in base64 format via WebSocket connections, enabling Claude to view and analyze user screens through natural language requests.

A Model Context Protocol server implementation that allows AI agents to manage DNS records for domains hosted on Cloudflare by providing tools to list, create, update, and delete various types of DNS records.

Enables fetching relevant content and embeddings from Supavec via the Model Context Protocol, allowing AI assistants like Claude to access vector search capabilities.

Enables advanced semantic search and document management by integrating the GroundX API with Claude Desktop and GitHub Copilot. It supports local file uploads, website crawling, and Google Drive synchronization for RAG workflows.

Enables read-only access to multiple Google Drive accounts simultaneously through secure service account authentication. Supports listing, searching, and extracting content from Google Workspace documents, spreadsheets, and text files.

Teamfight Tactics champion, trait, item, and augment reference. 8 tools with full Set 16 data from CommunityDragon, including synergy lookups, item recipes, and rolling odds.

Proof-of-Time temporal attestation for AI agents. 4 HTTPS sources, 54K+ proofs. Claude Desktop compatible.

Enables integration of Perplexity's AI API with LLMs, delivering advanced chat completion by utilizing specialized prompt templates for tasks like technical documentation, code review, and API documentation.

A TypeScript starter template for building MCP servers with example tools (echo, math operations, time, flight status) and resources (server info, greetings). Provides a modular architecture for easily extending with custom tools and resources.

A template for deploying MCP servers on Cloudflare Workers without authentication. Enables developers to create custom MCP tools that can be accessed remotely by Claude Desktop and other MCP clients.

Provides financial data from Financial Modeling Prep for AI-assisted investment research, including company profiles, financial statements, and analyst ratings. It features high-level workflow tools for market analysis and atomic tools for deep dives into valuation and institutional ownership.

A TypeScript-based MCP server that enables AI assistants to create, search, list, and delete notes with tags. Serves as a starter template for building custom MCP servers with tools and resources.

GraphQL MCP Server that acts as a bridge allowing MCP clients (like Cursor or Claude Desktop) to interact with target GraphQL APIs through standard tools for schema introspection and operation execution.

AI visibility monitoring. 23 tools for 8 LLM platforms. 19 tools free without API keys.

Enables AI assistants to access and search RAP2 API documentation, allowing users to query interface details, search APIs by keywords, and retrieve repository interfaces through natural language.

MCP server for AI agent identity — verify agents with Ed25519 signatures, check trust scores, sign and verify content, exchange encrypted messages. Built on the Agent Identity Protocol (AIP).

Provides access to the AgentScore Registry on Base Sepolia to retrieve agent reputation scores, history, and registration details. It enables trustless querying of agent performance metrics through standard Model Context Protocol tools.

Hybrid semantic + keyword memory across all your projects. Works with Cursor, Claude Code, and your team.

Enables AI assistants to manage Google Ad Manager campaigns, line items, creatives, and advertisers through natural language, automating ad operations that normally require countless clicks through the UI.

A minimal template MCP server demonstrating basic tools, resources, and prompts functionality, built with Smithery SDK for quick prototyping and deployment.

Calm co-parenting for AI agents: shared calendar (handovers, pickups, activities), child expenses with split & approval flow, settlement summary, and family context.

A remote Model Context Protocol server that runs on Cloudflare Workers without requiring authentication, allowing users to deploy and connect custom AI tools to clients like Claude Desktop and Cloudflare AI Playground.

Enables AI assistants to generate UML diagrams through natural language by rendering PlantUML code into PNG or SVG images. Supports sequence diagrams, class diagrams, use case diagrams, and other UML chart types with Base64-encoded output.

A simple aggregator server that allows batching multiple MCP tool calls into a single request, reducing token usage and network overhead for AI agents.

Enables AI assistants to crawl websites, extract and store web content with semantic search capabilities using vector embeddings, and retrieve information through natural language queries with tag-based filtering and intelligent content cleaning.

AI image generation & editing MCP server with 1,500+ curated prompt library, smart prompt enhancement, and multi-provider routing (local ComfyUI, MeiGen Cloud, OpenAI-compatible APIs).

A Model Context Protocol (MCP) server that converts natural language queries into SQL statements, allowing users to query MySQL databases using conversational language instead of writing SQL code.

upload and manipulation of IPFS storage

Facilitates structured creative thinking through sequential thought processing, helping users shift from reactive problem-solving to proactive outcome creation using structural tension analysis and stage-based thinking workflows.

Enables AI assistants to access Venice AI's capabilities including chat with open-source models, image generation, text-to-speech, embeddings, and API key management.

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Tableau CRM Analytics (beta): https://www.cdata.com/download/download.aspx?sku=FSZK-V&type=beta

Enables AI clients to interact with ProtonMail accounts through the Proton Bridge using SMTP and IMAP protocols. Provides email management capabilities via secure local bridge connections.

Magic: The Gathering MCP server with card search, rules lookup, deck analysis, and Commander intelligence

Provides functionality to fetch web content in various formats, including HTML, JSON, plain text, and Markdown.

A Model Context Protocol server that converts SVG code to PNG images, offering two conversion methods (CairoSVG and Inkscape) with support for custom working directories.

Provides access to Gong.io sales conversation data, enabling users to query calls, retrieve transcripts, list users, and search calls with date filtering and pagination.

An MCP server for eQSL.cc that allows users to download incoming electronic QSL cards, verify specific contacts, and check Authenticity Guaranteed status. It enables natural language interaction with amateur radio logs and confirmation records through any MCP-compatible AI assistant.

Provides semantic search capability over Obsidian vaults and exposes recent notes as resources to Claude through the MCP protocol.

VideoDB Director

Personalized Fantasy Premier League intelligence — scored captain picks, transfer suggestions, differentials, fixture outlook, price predictions, live points, and a full manager hub that auto-detects your bank balance, free transfers, and chips.

An MCP-compatible Flask server that integrates with the educhain Python library to dynamically generate educational content for Claude Desktop, including multiple-choice questions, lesson plans, and flashcards.

Integrates Volkern CRM with AI agents to manage leads, schedule appointments, and handle tasks through natural language. It enables users to interact with CRM data, send WhatsApp messages, and track interactions directly within MCP-compatible clients.

A FastAPI-based application that enables document embedding and semantic retrieval using Qdrant vector database, allowing users to convert documents into embeddings and retrieve relevant content through natural language queries.

MCP server enabling LLMs to perform browser tasks via SSE transport, allowing clients like Cursor.ai and Claude to open websites and interact with web content through natural language commands.

WhatsApp MCP server over Streamable HTTP with web admin UI (QR/status/settings), bidirectional media upload/download, and SQLite persistence.

Enables interaction with Slack workspaces to manage channels, post messages, add reactions, view message history and threads, and retrieve user profiles through the Model Context Protocol.

A gateway service that connects AI assistants to numerous external tools like Notion, GitHub, and Google Workspace through a single Model Context Protocol endpoint. It provides a centralized hub for managing multiple tool integrations with secure authentication and a unified API architecture.

Enables natural language search and interaction with video content through three tools: ingesting videos to a Ragie index, retrieving relevant video segments based on queries, and creating video chunks from specific timestamps.

Converts video files to GIF animations with customizable settings like FPS, dimensions, and duration.

An MCP server that provides tools for interacting with Linear issue tracking system, currently supporting issue search with plans to expand to issue creation, updates, comments, and project management.

Open-source agentic schema layer. Define metrics once in YAML, query governed data from any warehouse (Snowflake, BigQuery, Databricks, PostgreSQL, DuckDB) via MCP.

A Model Context Protocol server that enables conversational searching of NIH-funded research projects and publications through the NIH RePORTER database.

Enables querying and analysis of FedRAMP documentation, compliance requirements, and security controls through structured tools that search markdown guidance, analyze FRMR datasets, and track regulatory changes.

Model Context Protocol server that enables Claude to retrieve and analyze code from GitHub repositories through the uithub API.

Enables advanced OpenAI GPT model integration with Claude through 5 specialized tools including GPT-5 reasoning, token optimization, context management, batch processing, and model comparison. Features intelligent fallback mechanisms and task-specific system prompts for enhanced AI capabilities.

The Ultimate Cryptocurrency MCP for AI Assistants - Unified access to crypto, DeFi, and Web3 analytics | MCP Endpoint.

Dynamically exposes Python SDKs (Kubernetes, GitHub, Azure) through an agent-friendly gRPC interface. Enables interaction with cloud services and platforms using natural language by automatically converting SDK functionality into callable functions.

Model Context Protocol server to run Python code in a sandbox.

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

AI-powered agent that integrates with coding assistants via MCP to automate web testing workflows, allowing developers to record tests, execute regression testing, and discover test flows using natural language prompts.

A SQL Server CLI and MCP server for Claude Code that supports standard SQL Server authentication for database interaction and management. It enables users to perform schema exploration, execute queries, and manage data records with built-in SQL injection prevention.

An MCP Server implementation that integrates the Balldontlie API, to provide information about players, teams and games for the NBA, NFL and MLB.

Enables Android Automotive developers to explore and implement Vehicle Hardware Abstraction Layer (vHAL) properties with intelligent tools for property analysis, source code lookup, implementation guidance, and automated code generation for automotive systems like climate control and seat management.

A Model Context Protocol server that bridges AI assistants like Claude with Wordware's specialized agent capabilities, allowing dynamic loading and access to any Wordware flow through a standardized interface.

Enables AI assistants to interact with Medium's platform for publishing, updating, and managing articles and drafts through OAuth 2.0 authentication with automatic retry logic and rate limit handling.

An MCP (Model Context Protocol) server for managing Tailscale resources using the official Tailscale Go client library v2. This server provides complete coverage of the Tailscale API with enhanced, self-descriptive tools powered by OpenAPI documentation.

Connects LLMs to Phaser Editor v5 to facilitate the management of game scenes, assets, and tilemaps. It enables developers to create, modify, and inspect game content within the editor's environment through natural language interactions.

Enables comprehensive PDF analysis and manipulation including page size analysis, chapter extraction, splitting, compression, merging, and conversion to images. Provides both MCP server interface for AI assistants and Streamlit web interface for direct user interaction.

mcp-chain-of-thought

A composable semantic memory layer that provides cross-project recall and session context using Qdrant and OpenAI embeddings. It enables users to securely store, search, and manage persistent memories with built-in secret scrubbing for privacy.

MISP-MCP-SERVER

Enables querying log data stored in SQLite databases through the Model Context Protocol, allowing natural language interactions with log analysis.

An MCP server that integrates with Sonar API to provide Claude with real-time web search capabilities for comprehensive research.

One endpoint, five search providers. Search broker for AI agents with automatic fallback, RRF ranking, and budget enforcement. The LiteLLM of web search.

Provides AI assistants with comprehensive documentation, tutorials, and SDK code generation for all 5 Lerian products (Midaz, Tracer, Flowker, Reporter) through a single unified tool. Documentation-only mode with no live API access.

Enables AI-powered podcast generation with single or dual speakers, FlowSpeech audio creation from text/URLs, speaker voice library management, and subscription tracking for ListenHub Pro users.

Enables interaction with PostgreSQL databases through a production-ready MCP server with global connection pooling, automatic AWS password rotation, and comprehensive SQL operations. Supports multiple concurrent Claude sessions while maintaining efficient connection limits to the database.

An MCP server that connects Gemini 2.5 Pro to Claude Code, enabling users to generate detailed implementation plans based on their codebase and receive feedback on code changes.

A client-server system using Model Context Protocol that allows users to query a SQLite database of fictional car data.

Local MCP server that shows AI agents which patterns your team actually uses, what files a change will affect, and when there is not enough context to trust an edit. 30+ languages, fully local.

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

Transforms YouTube into a queryable knowledge source with search, video details, transcript analysis, and AI-powered tools for summaries, learning paths, and knowledge graphs. Features quota-aware API access with caching and optional OpenAI/Anthropic integration for advanced content analysis.

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

A Model Context Protocol server that enables natural language weather queries for global cities, integrating with OpenWeather API to provide real-time weather information in an easy-to-read format.

A Claude integration that enables updating various database types (PostgreSQL, MySQL, MongoDB, SQLite) from CSV and Excel files through natural language commands.

A template MCP server built with Next.js using the Vercel MCP Adapter. Provides a framework for deploying MCP servers with custom tools, prompts, and resources on Vercel with SSE transport support.

A TypeScript-based MCP server providing utility tools like arithmetic calculations, random number generation, and math tutoring prompts. It enables users to perform basic computational tasks and access system status resources through JSON-RPC 2.0 protocol.

An active, stateful software knowledge graph engine that serves as an 'all-knowing development partner' for AI agents and human developers by modeling software projects into queryable knowledge graphs.

Fetches Hacker News discussion threads and linked article content in LLM-optimized markdown format, enabling natural language analysis of HN posts and their conversations.

A comprehensive travel planning copilot that provides geographic data, weather forecasts, transportation details, currency exchange rates, and contextual content to create personalized travel experiences. Enables users to plan itineraries, check real-time conditions, and gather inspirational content for destinations.

A comprehensive Model Context Protocol server for Claude Code that provides programmatic management of Claude Code CLI operations through a multi-agent collaborative system.

An MCP server that enables AI assistants to perform web searches on Perplexity.ai using browser automation instead of an official API. It supports persistent authenticated sessions and returns search results along with cited sources directly to the client.

Provides custom prompts for Amazon Q by serving markdown files from the local filesystem as prompt templates through the Model Context Protocol.

Production-ready MCP server for libSQL databases with comprehensive security and management tools.

Enables programmatic access to your SwipeBuilder ad swipe library to retrieve saved ads and manage collections across various social media platforms. It allows for filtering swipes by platform or format and provides tools to monitor API credit usage through natural language.

Provides comprehensive access to the Commission Junction affiliate network API for both publishers and advertisers. It enables users to manage affiliate links, track commissions, search for products, and handle order conversions through natural language interfaces.

Provides comprehensive security analysis tools for querying the VirusTotal API, enabling detailed security reports on URLs, files, IP addresses, and domains with automatic relationship data fetching.

A cross-platform MCP server that provides weather forecasts by coordinates, location name, or IP address without requiring API keys. It leverages Open Meteo and OpenStreetMap to deliver fast, single-query weather lookups.

An open-source MCP implementation providing document management functionality. This project aims to replicate Cursor's @Docs functionality.

Enables image generation and prompt enhancement within Claude.ai by leveraging Google Gemini models. It allows users to create visual content in various styles like photorealistic and 3D render directly through natural language.

A Model Context Protocol server for data wrangling that provides standardized interfaces for data preprocessing, transformation, and analysis tasks including data aggregation and descriptive statistics.

A smart news search server that automatically switches between multiple news APIs when one reaches its limit, enabling reliable searching across 20+ languages without worrying about API quotas.

Enables AI models like Claude to easily access and utilize subtitle data from YouTube videos by extracting transcripts from video URLs with support for multiple languages.

Provides AI agents with structured knowledge about 67+ generative AI models, including model recommendations, prompt formatting, parameter guidance, and validation. It acts as a prompt engineering co-pilot that helps agents use their existing tools more effectively.

A comprehensive, domain-agnostic documentation scraping and AI integration toolkit. Scrape any documentation website, create structured databases, and integrate with Claude Desktop via MCP (Model Context Protocol) for seamless AI-powered documentation assistance.

Provides cryptographically secure random dice rolls for AI assistants, supporting standard and advanced dice notation for tabletop RPGs and games.

Enables interaction with Trello through the Trello API, allowing users to manage boards, lists, and cards including creating, updating, deleting, and retrieving Trello data through natural language.

A Model Context Protocol server enabling advanced search and content extraction using the Tavily API, with rich customization and integration options.

Allows LLMs to integrate with Linear's issue tracking system, enabling them to create, update, search, and comment on issues through the Linear API.

Provides access to real-time and historical stock market data through the Alpha Vantage API, enabling financial analysis and market data queries through natural language.

Enables AI assistants to manage Piwik PRO Analytics resources including apps, tags, triggers, variables, audiences, and tracker settings through natural language commands. Supports comprehensive analytics configuration and tag management operations.

This MCP server provides integration with the Slack API via HTTP transport, allowing for channel management and message operations. It enables users to list channels, send or edit messages, search message history, and retrieve user information through standardized tools.

Enables users to interact with the Sigma Computing API to analyze documents and manage analytics data via a serverless AWS architecture. It features document search and analytics capabilities with DynamoDB-backed caching for optimized performance.

An MCP server that enables AI assistants to generate images using Black Forest Labs' Flux model via Cloudflare Workers.

42 developer tools through one MCP install

Enables Claude Desktop to control and interact with the Godot Engine editor through the Model Context Protocol. It supports dynamic scene generation and direct asset importation via Meshy API integration.

Provides MCP support for Vite and Nuxt development servers, helping AI models better understand your application structure and codebase during development.

AI-powered cloud development IDE, so you can run AI to surf in a secure sandbox environment.

heroicons-mcp

A simple example MCP server built with Bun that provides basic utility tools including current time retrieval, message echoing, and number addition. Serves as a template for building MCP servers with Bun runtime.

An MCP server that enables LLM applications to control web browsers via Browserbase, supporting features like web navigation, screenshots, cookie management, and persistent contexts.

Enables secure and controlled access to SQLite databases through the Model Context Protocol. Provides comprehensive database operations with granular permissions, SQL injection protection, and audit logging for safe database interactions.

A remote MCP server deployable on Cloudflare Workers that provides integrated Google OAuth authentication for secure tool access. It serves as a reference implementation for building persistent, authenticated MCP connections using Cloudflare Durable Objects and Streamable HTTP.

An automated penetration testing framework that enables intelligent security assessments through reconnaissance, vulnerability scanning, and controlled exploitation. Features AI-driven workflow management with comprehensive reporting for authorized security testing.

Enables interaction with Xero accounting software to create and manage invoices, bills, expenses, and expense claims with file attachments through PKCE authentication.

A Model Context Protocol server that integrates with the Harvest API v2, enabling time tracking management including listing, creating, updating, and deleting time entries, as well as managing projects, tasks, users and generating reports.

Allows Claude and other MCP clients to access real-time and historical stock market data from Alpha Vantage API, including intraday and daily stock data with customizable intervals.

A Model Context Protocol server that allows users to query and analyze their SafetyCulture inspection data using natural language after providing an API key.

Enables AI assistants to interact with D2L Brightspace LMS, providing access to assignments, grades, course content, calendar events, and announcements through automated SSO authentication.

Implements a Model Context Protocol server that enables streaming communication between Azure OpenAI GPT-4o and tool services, allowing for real-time intelligent tool usage via Server-Sent Events.

godoc-mcp is a Model Context Protocol (MCP) server that provides efficient access to Go documentation. It helps LLMs understand Go projects by providing direct access to package documentation without needing to read entire source files.

The server provides secure OTP (One-Time Password) generation. Supports TOTP (Time-based) and HOTP (HMAC-based) algorithms

Enables AI assistants to interact with local ComfyUI installations to list nodes, validate workflows, and execute image generation workflows directly without requiring an HTTP server.

MCP server that integrates with Shopify API, allowing Claude Desktop users to retrieve and manipulate product information from Shopify stores.

Enables retrieval and analysis of graph data from the Pythagraph RED API. Provides formatted tables, statistics, node/edge distributions, and comprehensive summaries for graph visualization and insights.

Enables programmatic creation of Whimsical diagrams from Mermaid markup generated by AI models like Claude through the Model Context Protocol.

masking posts and getting account info on x.

Enables comprehensive web searching and content extraction using multiple search engines (Bing, Brave, DuckDuckGo) without API keys. Provides tools for full web searches with content extraction, quick search summaries, and single webpage content retrieval.

An MCP server template for building ChatGPT-compatible React widgets using the OpenAI Apps SDK. It automatically registers UI components as MCP tools and resources, featuring built-in support for theme detection and ecommerce-focused interactive elements.

React data visualization MCP server with 30+ chart types. 5 tools: suggest charts for a dataset, render validated React configs to SVG, diagnose configuration anti-patterns, get component schemas, and report issues.

Self-hosted MCP server that indexes documentation from various sources and serves it to AI Agents with semantic search.

An MCP server that enables AI agents to interact with Extend's spend management APIs, allowing virtual card management, transaction tracking, and receipt processing through natural language.

Enables translation management through Smartling's API, supporting project and file operations, job management, quality assurance, glossaries, and translation workflow automation for multilingual content.

A Model Context Protocol server that integrates with Linear's issue tracking system, allowing LLMs to create, update, search, and comment on Linear issues through natural language interactions.

Provides comprehensive analytics for Solana wallets, enabling real-time portfolio insights, cross-protocol DeFi position monitoring, behavioral analytics, and AI-powered investment strategy recommendations across the Solana ecosystem.

A Machine Control Protocol server providing programmatic access to Splunkbase functionality, allowing users to search, download, and manage Splunkbase apps through a standardized interface.

Retrieves current weather information for any location using the OpenWeatherMap API with configurable temperature units (Celsius or Fahrenheit).

A server that allows users to query and analyze cloud cost data from Cloudzero using natural language through Large Language Models.

MCP server for video analysis — extracts transcripts, key frames, OCR text, and annotated timelines from video URLs. Supports Loom and direct video files (.mp4, .webm). Zero auth required.

Provides access to the TripGo API for multi-modal trip planning, public transport departures, and transport-related location searches. It enables users to calculate routes and retrieve travel information through the Model Context Protocol.

Dingo MCP Server

A lightweight, multi-environment MySQL MCP server that provides secure, policy-gated database access through simplified query and execution tools. It enables AI agents to interact with multiple database environments safely using environment-based routing and strict security constraints.

A comprehensive free bootcamp that teaches the creation of Model Context Protocol (MCP) servers, covering everything from basics to advanced enterprise architectures in 7 weeks.

A template implementation of the Model Context Protocol server that integrates with Mem0 to provide AI agents with persistent memory capabilities for storing, retrieving, and searching memories using semantic search.

A personal fitness tracking server that enables logging and querying workouts, nutrition, and body metrics through a local SQLite database. Integrates with OpenNutrition MCP for food logging and supports exercise history tracking for workout progression.

Facilitates interaction with AWS Bedrock-enabled tools by implementing Anthropic's Model Context Protocol for seamless tool integration and communication.

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

Facilitates access to LumbreTravel API for managing travel programs, activities, and related entities through MCP clients.

Enables AI assistants to manage and monitor UniFi Network Controllers through natural language. Provides 25 read-only tools for discovering devices and clients, viewing security configurations, analyzing network statistics, and exporting configuration data.

A Model Context Protocol server that analyzes application codebases with real-time file watching, providing AI assistants like Claude with deep insights into project structure, code patterns, and architecture.

Enables interaction with Prometheus Alertmanager to retrieve, filter, and manage alerts and silences through natural language commands in Claude AI.

GitHub Actions — view workflow runs, read logs, re-run failed jobs, and manage CI/CD.

Tamper-evident cryptographic audit trail for LLM outputs. Compliance logging for AI agent decisions.

Enables Claude Code to use Google Gemini AI capabilities for analyzing PDFs and images, generating and translating text, and reviewing code. Supports both CLI and API backends with different quota limits.

A Model Context Protocol server that allows AI assistants to search for, explore, and retrieve 3D printable models from Thingiverse.

Manage Docker infrastructure across multiple homelab hosts including Unraid, Proxmox, and bare metal servers. Enables container lifecycle management, log retrieval, resource monitoring, and Docker operations across your entire homelab from a single interface.

mbta-mpc-server

An MCP server that enables users to search for Publix products, find store locations, and browse weekly deals. It provides detailed information including product prices, aisle locations, and store operating hours.

An MCP server that enables Claude to perform OCR on local files using Mistral AI's document processing capabilities. It converts documents and images into markdown format for seamless analysis and interaction.

Sales Intelligence · B2B Lead Extraction An MCP (Model Context Protocol) server that gives AI agents structured B2B lead intelligence extracted directly from company websites. Point it at any URL and get back a clean JSON object — company summary, buying signals, inferred needs, and personalised icebreaker lines — ready to drop into your outreach pipeline. Built for agent pipelines. Works with Cl

An ed(1)-inspired MCP server that provides a single-character command protocol for managing Git repositories, GitHub actions, and Fravia web searches. It is optimized to minimize LLM token usage while performing version control and search tasks through concise POSIX shell scripts.

A Model Context Protocol server implementation that enables AI assistants to search for tutors on Manalink platform by subject, grade level, and other criteria.

A Model Context Protocol server that extracts and analyzes Python code structures, focusing on import/export relationships between files to help LLMs understand code context.

Automatically generates and maintains living documentation for codebases by creating hierarchical hivemind.md files and flowchart diagrams at every directory level, enabling AI navigation and real-time or retroactive documentation of code structure, requirements, and dependencies.

Enables searching, downloading, and analyzing academic papers from arXiv and Semantic Scholar to extract key insights and citation metrics. It facilitates autonomous knowledge acquisition by processing research findings and integrating them into persistent AI memory systems.

Provides comprehensive Magento 2 coding standards, security rules, and theme-specific patterns to help AI assistants write and validate compliant code. It supports built-in presets for Hyva, Luma, Breeze, and Porto themes to ensure context-aware development.

A Go-based MCP connector for Jira that enables AI assistants like Claude to interact with Atlassian Jira. This tool provides a seamless interface for AI models to perform common Jira operations including issue management, sprint planning, and workflow transitions.

Enables two LLMs to play Tic-Tac-Toe against each other autonomously using a shared tool and an SSE relay. The server facilitates agent-to-agent communication by holding tool responses until the opponent makes a move, managing the game state in real-time.

A Model Context Protocol server that provides AI agents with tools to retrieve weather alerts and detailed forecasts for US locations using the National Weather Service API.

An MCP server that enables AI assistants to interact with Xiaohongshu to publish image notes, search content, and manage account details. It uses Playwright to securely handle session authentication and API signatures through the platform's internal network context.

An MCP server that reviews code with the sarcastic and cynical tone of a grumpy senior developer, helping identify issues in PRs and providing feedback on code quality.

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

An MCP server that enables users to query any Mintlify-powered documentation site directly from Claude. It leverages Mintlify's AI Assistant API to provide RAG-based answers and code examples for various platforms like Agno, Resend, and Upstash.

A flexible memory system for AI applications that supports multiple LLM providers and can be used either as an MCP server or as a direct library integration, enabling autonomous memory management without explicit commands.

Provides access to Instantly API v2 for email campaign and lead management functionality.

Enables web browsing capabilities using BeautifulSoup4

Policy enforcement gateway for MCP tool calls, evaluating every tool invocation against declarative YAML policies (allow/deny/escalate-to-human), generating cryptographic hash-chained audit receipts, and including built-in content safety scanning.

Enables AI assistants to interact with GitLab merge requests, review code changes, search projects, and create draft comments for code review workflows.

Provides hybrid semantic and keyword code search for Claude Code using BM25 and vector retrieval. It enables indexing and searching local codebases with language-aware chunking and local embeddings.

A MIDI composition system that enables AI assistants to create music through FluidSynth, with capabilities for playing notes, creating melodies, managing tracks, and exporting audio.

Enables comprehensive browser automation and control through Playwright, including launching browsers, managing tabs, web navigation, element interaction, and screenshot capture. Supports detecting and controlling external browsers with remote debugging capabilities.

Enables comprehensive Reddit interaction including fetching posts, analyzing users and subreddits, searching content, and creating posts/comments. Supports both read-only mode with client credentials and full functionality with user authentication.

Persistent development memory server that automatically captures and organizes development context, code changes, and user interactions across projects.

Implementation of MCP server for [Kestra](https://kestra.io) workflow orchestration platform.

Floom MCP server — deploy Python apps instantly with auto-generated UI, REST API, and shareable URLs. 32 tools for AI agents.

Enables AI image generation from text prompts using Pollinations AI. Supports multiple models, customizable dimensions, and direct image saving with URL generation capabilities.

Cinema-quality science visualization MCP server for CFD/FEA/SPH. 22 tools for rendering, slicing, contouring, volume rendering, and animating OpenFOAM/VTK/CGNS data. Headless EGL/OSMesa.

A Model Context Protocol server that enables AI assistants to search and retrieve information about security exploits and vulnerabilities from the Exploit Database, enhancing cybersecurity research capabilities.

A TypeScript-based MCP server that implements a simple notes system, allowing users to create, access, and generate summaries of text notes.

Enables management of insurance claims, inspections, and contractors through interactive UI widgets and data tools. Users can view claim dashboards, update statuses, and query service provider information using natural language.

An MCP server that enables natural language interaction with Google's Discovery Engine API, allowing users to search, recommend, and manage data through conversational interfaces.

An MCP server that launches multiple Browser-Use agents to test websites for UI bugs, broken links, and accessibility issues. It supports automated testing of both live and localhost development sites using natural language prompts.

A server that enables interaction with YouTube data through the Model Context Protocol, allowing users to search videos, retrieve detailed information about videos/channels, and fetch comments.

Enables AI assistants to interact with Power BI datasets through natural language, allowing users to query data, generate DAX, and get insights without leaving their AI assistant.

sliverc2-mcp

An agent-optimized MCP server for Kit.com (formerly ConvertKit) that enables full management of email marketing campaigns, subscribers, and broadcasts. It provides 13 composite tools covering the entire Kit V4 API with built-in rate limiting and formatted responses for efficient AI interaction.

Provides AI agents like Claude with secure, controlled access to network security tools like nmap for scanning private networks and lab environments. Features comprehensive safety controls, circuit breakers, and production-ready monitoring.

cargo-mcp

yuexia\_test

AI-Ready Data & Context Engineering API. Connect any data source, query with natural language, clean and standardize data, build AI-ready context packages, and redact PII automatically. 25 free credits on signup.

A MCP server to allow the LLM in Cursor to access Rust Analyzer, Crate Docs and Cargo Commands.

A Python-based MCP server that automates WhatsApp Web using Playwright to manage chats and messages. It enables users to list conversations, send messages, and retrieve history through a local browser automation interface.

A Model Context Protocol server that allows interaction with the ZeroBounce email validation service, enabling users to validate individual emails, check account credits, and perform bulk validations.

A read-only FastMCP server that enables AI assistants to query and retrieve network infrastructure information from NetBox using natural language.

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

An MCP server implementation that enables searching and retrieving research articles from PubMed with specific focus on open access content filtering and full-text link retrieval.

Enables AI agents to interact with Apache Kafka through natural language, supporting operations like producing/consuming messages, managing topics, and querying brokers, partitions, and consumer group offsets.

An enhanced Model Context Protocol server that enables AI assistants to interact with ClickUp workspaces, supporting task relationships, comments, checklists, and workspace management through natural language.

Provides tools to search and execute Code Ocean capsules and pipelines while managing platform data assets. It enables users to interact with Code Ocean's computational resources and scientific workflows directly through natural language interfaces.

Run Python code in a secure sandbox via MCP tool calls

Enables AI agents to intelligently organize Git changes into clean, focused commits with autopilot mode or surgical line-by-line staging precision. Supports partial staging of untracked files and handles large diffs with smart truncation.

An MCP server that provides AI with real-time screen monitoring capabilities and UI element intelligence, allowing AI to observe, analyze, and interact with screen content through features like smart clicking and text extraction.

Enables AI assistants to manage Anki flashcard decks and cards through natural language, supporting deck creation, card additions (basic and cloze types), and review queue management.

What Chrome DevTools MCP is for the browser, tui-mcp is for the terminal. Launch any TUI app, take screenshots, send keystrokes, read text - works with any framework.

An MCP server that provides AI assistants with structured, type-safe access to tabular datasets from CSV files. It enables users to list, describe, and query data using filters and projections with support for hot reloading.

Connects AI assistants to NVIDIA Jetson Nano systems for edge computing management, enabling natural language control of AI workloads, hardware optimization, and system administration tasks.

Processes emails from Outlook with date filtering, storing them in SQLite databases while generating vector embeddings for semantic search capabilities in MongoDB.

Detects AI-generated content and transforms robotic text into natural, human-like writing while improving grammar, readability, and preserving key terminology.

Enables AI assistants to interact programmatically with Autodesk Fusion 360 for creating parametric 3D models through simple API calls.

Connects Google Search Console to MCP clients to query search analytics, manage sitemaps, and perform URL inspections. It enables users to identify SEO opportunities and generate performance reports through natural language interactions.

Provides application insights for Vue apps by exposing component trees, state, routes, and Pinia data through a Model Context Protocol server.

A Model Context Protocol server that integrates LLMs with Frontapp's customer communication platform, enabling access to conversations, contacts, and tags while supporting real-time updates via webhooks.

An academic paper management tool that enables multi-source research searching, batch PDF analysis, and the generation of comprehensive, cross-literature reviews. It features intelligent token compression and quality evaluation to streamline the literature review workflow for researchers.

supercollider-mcp

Semantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks.

MCP server that enables Claude to request chat completions with citations from the Perplexity API.

AI-native orchestration layer with 80+ tools for task management, code editing, browser automation, terminal control, and persistent memory across CLI, local MCP, and cloud deployments.

Integrates Factifai testing capabilities with MCP-compatible AI tools, enabling asynchronous creation and retrieval of automated tests using AI models from OpenAI or AWS Bedrock.

🔍 High-Availability Multi-Engine Search Aggregation MCP Server - Intelligent Failover, Unified API, LLM-Optimized Content Processing.

Sticky Note Demo MCP-B