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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.

Secure file system operations with configurable access controls.

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

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

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

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

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

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

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.

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

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

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.

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

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

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

Stripe payments — charges, customers, subscriptions, invoices.

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.

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

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

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.

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.

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.

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

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

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

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

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

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

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

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

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

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

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

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.

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

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

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

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

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

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

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

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.

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

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.

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

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

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

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

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

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

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

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

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

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

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

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.

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

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

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

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

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

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.

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

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

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

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

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

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

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

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

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

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.

A template for deploying MCP servers on Cloudflare Workers without authentication. Provides a foundation for building custom MCP tools that can be accessed remotely from various MCP clients like Claude Desktop or the Cloudflare AI Playground.

A Model Context Protocol server that enables Claude to interact directly with Contentful CMS, allowing the AI to fetch content types and entries from a Contentful space.

Provides AI assistants with instant access to local Dash documentation docsets and cheatsheets, enabling offline documentation searches across 165+ programming languages, frameworks, and developer tools directly within conversations.

The server functions as an MCP server to interact with Notion for retrieving and creating survey data, integrating with the Claude Desktop Client for conducting and reviewing surveys.

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.

A comprehensive travel aggregation server that enables AI assistants to search for flights and hotels, track flight statuses in real-time, and retrieve airport information. It integrates with Amadeus and AviationStack APIs to provide data on pricing, schedules, and travel routes through natural language.

A secure database query service built on FastMCP framework that allows users to query MySQL databases using natural language, with comprehensive permission management and security controls.

Enables AI assistants to interact with Meilisearch through a standardized interface, supporting index and document management, search capabilities, settings configuration, task monitoring, and experimental vector search.

Enables AI agents to automate token swaps on Uniswap DEX across multiple blockchains including Ethereum, Optimism, Polygon, Arbitrum, and more, with real-time price quotes, swap execution, and multi-hop route optimization.

Allows users to search for products, access detailed nutritional and allergen information, and find nearby store locations. It also provides tools to browse new and featured items across various grocery categories.

A Model Context Protocol (MCP) server that enables Large Language Models to interact with and query the classic Northwind database through a REST API.

Enables comprehensive Google Drive integration through MCP, supporting file management, content operations, permission handling, commenting, version control, and shared drive management through natural language interactions.

An MCP server that provides real-time weather information including temperature, humidity, wind speed, and sunrise/sunset times through the OpenWeatherMap API.

A Model Context Protocol server that converts various file formats (PDF, PowerPoint, Word, Excel, Images, etc.) to Markdown to make them accessible to LLMs.

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.

Provides comprehensive access to Yahoo Finance data, including historical stock prices, financial statements, and analyst recommendations. It is designed for deployment on Cloudflare Workers and supports multiple transport methods to integrate market data into LLM workflows.

Enables management of Apple Reminders on macOS, including creating, updating, and querying reminders with due dates, priorities, and completion status across different reminder lists.

Dingo MCP Server

Metabase includes a built-in Model Context Protocol (MCP) server that lets AI clients connect directly to a Metabase instance. It uses the Streamable HTTP transport and builds on Metabase's Agent API to expose tools for searching, exploring, querying, and visualizing data — all scoped to the connecting user's permissions.

Pre-reasoned Bitcoin and macro market briefings with trend signals, confidence scores, and regime classification. 17 briefings covering BTC, Fed balance sheet, M2, Treasury yields, and cross-asset correlations.

Enables AI agents to read, write, and search local tldraw (.tldr) files, providing a persistent visual scratchpad for diagramming and note organization. It supports full CRUD operations on canvas shapes and metadata management for local canvas files.

Enables interaction with Cadence Virtuoso schematics to inspect hierarchies, nets, and instance properties via SkillBridge. It provides tools for component inspection and schematic validation to ensure design integrity.

An MCP server that tracks newly created liquidity pools on Uniswap across multiple blockchains.

Automates Notion task workflows with AI-powered tag processing, enabling Claude to interrogate, expand, critique, rewrite, and implement tasks through intelligent tag-based commands.

Dynamically converts any API with an OpenAPI v3 specification into MCP tools for AI assistants. It supports multiple authentication methods including OAuth2, Bearer tokens, and API keys for flexible integration.

A Model Context Protocol server that enables AI assistants to access YouTube data in real-time, with capabilities for searching videos, analyzing channels, retrieving video details, and extracting transcripts.

AI agent cost intelligence — track spend across providers, optimize model selection, manage budgets with enforcement, detect cost leaks, and prove ROI. 23 tools across 10 domains.

Enables AI assistants like Claude Desktop, Claude Code, and Cursor to interact directly with Flatfile data through 100+ API endpoints for viewing, managing, and manipulating sheets, workbooks, records, and spaces.

A TypeScript-based MCP server for handling a simple notes system with NextJS that supports creating and summarizing text notes using MCP concepts.

MCP server for secure database access (PostgreSQL, MySQL, SQLite) with parameterized queries and schema inspection

An MCP server that enables users to add translation keys to Lokalise projects using natural language through Cursor or standalone interfaces. It allows for the specification of project names, translation keys, default values, and target platforms.

Provides LLMs with cognitive tools (Thinking Models), memory structures (Cells), and multi-agent patterns (Organs) for advanced reasoning, memory management, and orchestration. Automatically routes requests to appropriate strategies and generates custom agent blueprints.

Enables LLMs to connect to n8n workflows, Blender 3D, Notion, and filesystem tools through a single MCP hub with hot-pluggable bridges. Features a pedagogical transparency layer for educational purposes and supports multiple LLM providers including Claude, OpenAI, Gemini, and Ollama.

Turns any shell command into an MCP server by defining command-line tools in simple YAML files. Enables AI agents to execute system commands, security scanners, DevOps tools, and CLI utilities directly from chat interfaces.

A Model Context Protocol server that facilitates seamless communication between ABAP systems and MCP clients for managing ABAP objects, transport requests, and code analysis. It acts as a wrapper for the ABAP ADT API to enhance the efficiency of ABAP development workflows.

Enables AI models to analyze audio files through numerical fingerprints, pitch tracking, and visual spectrograms without requiring direct audio playback. It provides tools for comparing audio iterations and detecting patterns using token-efficient analysis operations.

Enables AI assistants to search, retrieve, and interact with HackerNews content including stories, comments, polls, and user information. Provides comprehensive access to all HackerNews API endpoints with 15 specialized tools for content discovery and analysis.

Provides access to LangSearch's Web Search and Semantic Rerank APIs for AI assistants. It enables web searching with advanced filtering and reranking of documents based on semantic relevance.

Enables natural language interaction for scRNA-Seq analysis including preprocessing, clustering, and visualization using the CellRank library. It allows users and agents to perform complex genomic data tasks through standard MCP clients and frameworks.

A multi-agent task management system for AI applications that enables users to create agents with roles and capabilities, delegate tasks with trust-based routing, coordinate file access to prevent conflicts, and monitor performance through a unified dashboard.

A dynamic MCP server implementation that automatically loads tools, resources, and prompts from their respective directories, allowing for easy extension and configuration.

AI-powered SVG icon generation MCP server. Generate production-ready SVG icons from text descriptions with customizable styles, sizes, and themes.

Enables downloading content from various social media platforms through a unified API. Provides a single tool to download media from multiple social networks using the Social Download All In One service.

Enables task management and automated development tracking for Eureka Labo projects with git integration. Supports creating, updating, and tracking tasks while automatically capturing code changes and generating detailed development logs with syntax highlighting.

Enables AI models to manage n8n workflow automation through a standardized interface. Supports creating, reading, updating, and deleting workflows with comprehensive access to workflow nodes, connections, and configurations.

Fast SSH connection manager with TUI dashboard and MCP server for discovering, searching, and executing commands on remote hosts.

Generates secure random passwords and memorable passphrases with customizable options including length, character types, emojis, and automatic strength evaluation using zxcvbn scoring.

Returns verified financial data (SEC EDGAR & FRED) with machine-readable citations. Guaranteed zero hallucinations for AI agents.

Search 14,000+ x402-enabled HTTP APIs by keyword. Agents pay $0.01 USDC per search via x402 micropayments on Base mainnet — no API keys required. Larger index than any other x402 discovery layer.

Enables legal research across 3,352 U.S. courts using the CourtListener API, providing access to case search, precedent analysis, judge patterns, citation validation, and federal PACER dockets through natural language queries.

Enables Claude to interact with ServiceNow instances to manage incidents, service catalogs, workflows, and knowledge bases through the ServiceNow API. It supports comprehensive operations including record querying, script execution, and user management using various authentication methods.

A Model Context Protocol server built with FastMCP that provides tools for retrieving the current local date and time. It allows LLMs to access precise temporal information directly from the host environment.

An MCP server that allows AI assistants to manage todo lists stored in a simple markdown file, supporting creation, reading, updating, and deletion of todo items with persistent IDs.

MCP server that enables collection of data from BuildingLink, providing access to occupant profiles, vendors, deliveries, library items, announcements, and other building-related information.

An MCP server that integrates with the OpenClaw API to enable AI assistants to send messages across multiple platforms, execute system commands, and manage calendar events and emails.

Enables AI assistants and automation tools to interact with Trello boards, lists, and cards through a standardized interface. Supports creating, moving, archiving cards, adding comments, managing labels, and performing batch operations across Trello workspaces.

Provides real-time stock price data from global markets, including the US, China, India, and Europe, without requiring API keys. It enables AI systems to retrieve financial information from trusted public sources such as NASDAQ, HKEX, and Morningstar.

Easy to use, zero dependency MySQL MCP server built with Golang with configurable readonly mode and schema inspection.

Enables structured step-by-step reasoning with branching, revisions, and self-critique to help break down complex problems into manageable steps with confidence tracking and thought history search.

An MCP server that provides comprehensive access to real-time stock quotes, financial statements, analyst estimates, and technical indicators via the Financial Modeling Prep API. It enables users to conduct in-depth financial analysis and track market performance through specialized tools, resources, and prompt templates.

Enables AI to create, edit, and batch generate JSON data with advanced rule engines. Supports CRUD operations, node-level editing, template management, and multi-format file exports (JSON, JSONL, CSV).

Enables AI agents to perform semantic code search across entire codebases using natural language queries. Provides fast indexing and ranked search results with line numbers and file paths through the Seroost search engine.

An MCP server that downloads videos/extracts audio from various platforms like YouTube, Bilibili, and TikTok, then transcribes them to text using OpenAI's Whisper model.

A Model Context Protocol (MCP) server for Firebird databases intended for local use. It reads connection details from FlameRobin's fr_databases.conf so no extra configuration is needed — if you have FlameRobin set up with your Firebird databases, this server works out of the box.

Enables the execution and analysis of JMeter performance tests through MCP-compatible clients. It provides tools for running tests in non-GUI mode, identifying performance bottlenecks, and generating comprehensive insights and visualizations from result files.

AI-native cryptocurrency exchange built for autonomous agents. Register, deposit USDC, select a strategy, and trade 8 crypto pairs (BTC, ETH, SOL + more) programmatically — no KYC required. Includes sandbox with 10,000 virtual USDC for testing.

A smart code retrieval tool based on Model Context Protocol that provides efficient and accurate code repository search capabilities for large language models.

A simple temporary MCP server for RAGFlow that bridges the gap until an official version is released.

An interactive chat interface that combines Ollama's LLM capabilities with PostgreSQL database access through the Model Context Protocol (MCP). Ask questions about your data in natural language and get AI-powered responses backed by real SQL queries.

Provides cognitive tools for critical thinking and multi-perspective analysis of current affairs through structured prompts, including claim deconstruction, perspective comparison, and analysis through 9 analytical lenses (historical, economic, geopolitical, etc.).

MCP server for Wanderlog that lets AI clients read and edit trip itineraries through natural language, including trips, places, notes, hotels, checklists, and date updates.

Enables LLMs to interact with Odoo ERP systems through MCP protocol. Supports multi-server architecture with secure authentication, allowing natural language access to Odoo data, resources, and business operations.

Provides AI-powered audio generation and processing through the MusicGPT API, enabling music creation, voice conversion, audio manipulation, stem extraction, and audio analysis capabilities.

This server enables users to programmatically scrape and access Google Maps reviews through a Multi-Agent Conversation Protocol interface to the Apify API.

A Model Context Protocol server for Dify that provides culture-related services including courses, activities, user management, and search functionality.

Share code context with LLMs via MCP or clipboard

Enables high-quality image generation using Zhipu AI's CogView models through the Model Context Protocol. Users can generate, download, and manage images with customizable sizes and quality settings.

Enables developers to interact with self-hosted Supabase instances, providing database introspection, migration management, auth user operations, storage management, and TypeScript type generation directly from MCP-compatible development environments.

A Model Context Protocol server that enables LLMs to interact with Elasticsearch clusters, allowing them to manage indices and execute search queries using natural language.

Connects AI agents to Conduit data streams for ingesting events, querying data, and managing schemas. It enables seamless integration between services and agents with real-time forwarding and automated schema detection.

Enables interaction with RSS readers that support the FreshRSS API through natural language. Allows users to manage and query their RSS feeds and articles via LLM conversations.

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.

Unified GPU inference API with 30 AI services (LLM, image gen, video, TTS, whisper, embeddings, reranking, OCR) as MCP tools. Pay-per-use via x402 USDC or API key credits.

Enables secure read-only access to PostgreSQL databases, allowing users to list tables, query schemas, execute SELECT statements, and inspect table structures through natural language interactions.

Trade, analyze, and automate Polymarket prediction markets via AI. 34 tools for direct trading, smart money flow, copy trading, backtest, and portfolio management.

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

Stdio-based MCP server with 12 tools for brand name availability and safety checks. Returns structured JSON for domains (with pricing), social handles, USPTO/EUIPO trademarks, app stores, package registries, safety scoring, batch comparison, and filing readiness.

Phoenix MCP Server by CData

Provides proactive deep analytical thinking using Claude Sonnet 4.5 before writing code, helping analyze errors, requirements, and architectural decisions to produce better quality code with fewer iterations.

Provides Stackpress framework context and documentation to AI utilities like Claude Desktop and Cline. Enables AI assistants to understand and work with Stackpress projects by fetching and serving relevant framework information.

A Model Context Protocol server that enables AI assistants to extract transcripts from YouTube videos, allowing AI to analyze and work with video content directly.

Connects Claude to your self-hosted or cloud-based Seafile storage for managing libraries and files through natural language. It enables users to browse directories, read file contents, and perform file operations like moving, renaming, or searching across their private infrastructure.

A server that provides Luma AI's video generation API as the Model Context Protocol (MCP)

Enables secure management of API keys through an encrypted environment file with automatic categorization, search functionality, and backup operations. Provides comprehensive API key organization with value masking, audit trails, and export capabilities for safe credential management.

A Model Context Protocol (MCP) server implementation that interfaces with the Hevy fitness tracking app and its API. This server enables AI assistants to access and manage workout data, routines, exercise templates, and more through the Hevy API (requires PRO subscription).

Enables web search, content extraction, question answering, and RAG context generation using Tavily API with Cursor-compatible underscore-named tools.

Enables indexing and retrieving notes with full-text search using SQLite, plus building knowledge graphs to find relationships between concepts. Supports natural language note management, tagging, and semantic connections.

Enables Claude to perform semantic search across your Obsidian vault using Smart Connections vector database. Provides meaning-based search, related note discovery, and context retrieval for RAG queries instead of basic keyword matching.

Generates timesheets from activity data and automates submission to PSI Project Server (SharePoint-based systems) using browser automation. Works with Activity Collector MCP to fetch data from GitLab, GitHub, and Calendar services.

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 TaxJar (beta): https://www.cdata.com/download/download.aspx?sku=JTZK-V&type=beta

Enables AI agents to conversationally interact with genomics research networks for data analysis and discovery across multiple Omics AI Explorer platforms. It provides tools for exploring data collections, examining table schemas, and executing SQL queries against datasets like Viral AI and Neuroscience AI.

The Materials Project MCP Server is server that provides programmatic access to the Materials Project database. It enables LLMs, to search, analyze, and retrieve up to date materials science data.

A physics-aware inline skating combo generator that models moves as state transitions to ensure sequences are executable and flow naturally. It allows users to generate custom skating routines and browse a catalog of wizard-style tricks.

A demonstration MCP server project showcasing both local and remote server setups using FastMCP, with examples of deploying to FastMCP Cloud and managing dependencies through uv.

Provides access to PrimeNG component documentation and generates code examples. Supports searching components, retrieving documentation, and creating practical usage examples for Angular UI development.

Enables structured queries and data analysis of cancer genomics information by interfacing with the Clinical Interpretation of Variants in Cancer (CIViC) API. It converts GraphQL responses into queryable SQLite tables for efficient clinical interpretation and natural language interaction.

An npx-compatible port of @Axiom's mcp-server-axiom

Enables fetching and analyzing Toggl time tracking data with intelligent parsing of Fibery entity references from task descriptions. Features smart caching, user filtering, and aggregated reporting to help track time spent on specific projects and entities.

Enables AI assistants to control MIDI devices and synthesizers through WebMidi.js integration. Provides tools for sending notes, control changes, creating virtual ports, and executing complex musical sequences.

A deterministic, read-only MCP server that enforces license headers in tracked Python files without requiring network access or repository mutations. It provides a specialized tool to verify license compliance through standardized, network-free analysis.

Provides AI assistants with persistent memory of your project architecture, development history, and technical decisions, allowing them to give context-aware coding help without needing repeated explanations.

A robust system that connects web UI to After Effects, enabling real-time command processing and monitoring with comprehensive error handling.

A Model Context Protocol server that enables AI assistants to interact with Vertica databases through SQL queries, schema inspection, database documentation, and data export capabilities.

Check real-time operational status of 114+ cloud services and APIs (AWS, GitHub, Stripe, OpenAI, Vercel, etc.) directly from AI assistants. Published on npm.

A computer vision service that allows Claude to perform object detection, segmentation, classification, and real-time camera analysis using state-of-the-art YOLO models.

Provides access to the Genji API for searching and analyzing classical Japanese literature texts with advanced normalization features for historical Japanese text variations, including repeat marks expansion, kanji-kana unification, and historical kana handling.

A Model Context Protocol server that enhances AI agents by providing deep semantic understanding of codebases, enabling more intelligent interactions through advanced code search and contextual awareness.

Enables interaction with Xiaohongshu (Little Red Book) platform through automated browser operations. Supports authentication, content publishing, search, discovery, and commenting using Puppeteer-based automation.

A Model Context Protocol Server for MongoDB

Enables AI assistants to access Oura Ring health data including sleep, readiness, activity, heart rate, and workouts through OAuth2-authenticated API calls with automatic token refresh and smart caching.

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.

Exposes Hono API endpoints as Model Context Protocol tools, allowing LLMs to interact with your API routes through a dedicated MCP endpoint. It provides helpers to describe routes and includes a codemode for dynamic API interaction via search and execute tools.

A server that enables AI systems to browse, retrieve content from, and interact with web pages through the Model Context Protocol.

MCP server that turns OpenAPI specs into tools and calls API

A Model Context Protocol (MCP) server for dnstwist, a powerful DNS fuzzing tool that helps detect typosquatting, phishing, and corporate espionage.

Enables interaction with Linkly's URL shortener and link management platform. Supports creating and managing short links, viewing analytics, configuring custom domains and webhooks, and exporting click data.

Enables querying and analyzing user, product, and order data with filtering capabilities and real-time statistics. Supports WebSocket connections to XiaoZhi AI platform with automatic reconnection.

A collection of Python-based Model Context Protocol servers that extend AI assistant capabilities with tools for calculations, AWS services (S3 and RDS), and PostgreSQL database operations.

A template for deploying MCP servers on Cloudflare Workers without authentication. Enables quick deployment of custom tools accessible from both Cloudflare AI Playground and local MCP clients like Claude Desktop.

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 Oracle SCM (beta): https://www.cdata.com/download/download.aspx?sku=KSZK-V&type=beta

AAAA-Nexus MCP provides 135 tools for autonomous AI agent infrastructure: formally bounded trust scoring, RatchetGate session security, on-chain A2A escrow, EU AI Act / NIST compliance certification, DeFi parameter proofs, VRF gaming with cryptographic proof, and verifiable randomness — all backed by the atomadic.tech API. Free tier available, no signup required.

An MCP server for organizing research papers, books, and digital sources by tracking reading progress and taking structured notes. It enables AI assistants to manage literature databases and link sources to specific concepts within a knowledge base.

A Code Indexing MCP Server that connects AI coding assistants to external codebases, providing accurate and up-to-date code snippets to reduce mistakes and hallucinations.

Enables validation of single or bulk WhatsApp numbers and retrieval of account metadata, such as business status and profile info, via the Bulk WhatsApp Validator API.

Enables AI assistants to perform code reviews by providing access to staged files, git diffs, and repository file content. It allows users to evaluate changes and context within any local git repository before committing or pushing.

Save contexts and todos across Claude Code sessions, get feedback from ChatGPT, Claude, Gemini, and DeepSeek.

Alpha Vantage API integration to fetch both stock and crypto information

A TypeScript-based Model Context Protocol (MCP) server template built with mcp-framework that provides a starting point for creating custom MCP tools with examples for tool development and integration with Claude Desktop.

lark-tools-mcp connects Lark and cursor. It provides cursor with the ability to read documents, send messages, process tasks, and perform data analysis.

Enables users to manage package deliveries through the Parcel.app tracking API. It allows AI clients to list active or recent deliveries and add new packages directly to a Parcel account using tracking numbers and carrier codes.

Enables AI assistants to retrieve Bible passages from multiple translations (ESV, NIV, KJV, NASB, NKJV, NLT, AMP, MSG). Supports querying single or multiple passages and provides both MCP protocol integration and REST API endpoints.

An MCP server providing semantic memory storage and retrieval using vector embeddings powered by LanceDB and Google Gemini. It supports multi-tenant isolation and bucket-based organization for managing structured memories through natural language queries.

Enables Claude to send webhooks to Discord, Slack, or any custom HTTP endpoint with support for storing webhook URLs as aliases in .env files for easy management and secure reuse.

Snowflake integration implementing read and (optional) write operations as well as insight tracking

Provides real-time stock news search capabilities via Tavily API, allowing MCP clients to retrieve filtered and customized stock news with various search parameters.

An MCP server that connects AI agents to the CrowdStrike Falcon platform for intelligent security analysis and automation across various security modules. It provides programmatic access to detections, incidents, host management, and threat intelligence to enhance security operations within agentic workflows.

A Python-based template for creating modular command center servers using the Mondel Context Protocol that provides a structured foundation for building scalable applications with mathematical operations and modular arithmetic functions.

Provides comprehensive access to Google Search Console data with enhanced analytics capabilities, supporting up to 25,000 rows of performance data, advanced filtering with regex patterns, and automatic quick wins detection for SEO optimization opportunities.

A deterministic MCP server that enforces auditable workflows by requiring AI agents to provide structured justifications and obtain human approval for file operations. It provides a secure, tamper-evident pipeline for tracking agent intent and codebase changes through cryptographic signatures and SQLite indexing.

A Multi-Agent Conversation Protocol server that enables interaction with Google Cloud Datastream API for managing data replication services between various source and destination systems through natural language commands.

BlenderMCP integrates Claude AI with Blender via the Model Context Protocol to enable prompt-assisted 3D modeling, scene creation, and professional retopology workflows. It allows users to manipulate objects, apply materials, and execute Python scripts directly within the Blender environment through natural language.

A simple MCP server that enables users to send emails using Resend's API, integrating with tools like Cursor and Claude Desktop for seamless email composition and delivery.

A server for connecting to a local ComfyUI instance that enables storing and summarizing notes with custom URI scheme support.

A Model Context Protocol server that enables AI assistants to interact with IDA Pro for reverse engineering and binary analysis tasks.

An MCP server that enables interaction with the Groundhog Day API, auto-generated using AG2's MCP builder to facilitate multi-agent conversations with this service.

Provides secure access to MySQL databases for AI assistants, enabling safe SQL queries, table information retrieval, and data insertion with built-in security protections.

A server that implements the Model Context Protocol for managing dynamic forms, allowing users to create, retrieve, and handle responses for web forms via the @dynamicfrm/js library.

An MCP server that enables AI agents to control a real Google Chrome instance using specific user profiles, cookies, and extensions. It provides 18 tools for browser navigation, element interaction, and page inspection via the Chrome DevTools Protocol.

Provides tools to manage OpenAI API keys and spending through the OpenAI API. Requires an OpenAI admin API key for secure access to account management features.

The dependency bloodhound for AI coding agents. Hound is a free, open-source MCP server that gives AI coding agents a nose for supply chain security. It scans packages for vulnerabilities, checks licenses, inspects dependency trees, and detects typosquatting — with zero API keys, zero config, and zero cost.

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 Model Context Protocol (MCP) server for interacting with YNAB (You Need A Budget). Provides tools for accessing budget data through MCP-enabled clients like Claude Desktop.

Enables programmatic access to Bitpanda cryptocurrency exchange features including trades, wallets, and transactions via the Model Context Protocol.

The official AppSignal MCP Server

Enables AI assistants to interact with Neo4j graph databases through natural language, supporting Cypher queries, schema management, data manipulation, and graph algorithms.

A Model Context Protocol server that enables AI models to create and manipulate PowerPoint presentations with advanced features like financial charts, formatting, and template management.

CodeGraph — Open-source code intelligence MCP server. Builds a semantic graph of your codebase (functions, classes, imports, call chains) and exposes it through 31 tools. Callers, callees, impact analysis, complexity metrics, unused code detection, AI context assembly, persistent memory, cross-project search. 15 languages via tree-sitter. Single Rust binary, local-first.

This server acts as a Portal (zero-trust Policy Enforcement Point) for AI agents. Every tool call is attested, measured against a sealed cryptographic reference, and logged to a tamper-evident continuity chain with signed receipts.

MCP Server to query from your Beancount ledger, or submit transaction.

Create Hooks: Create new webhooks or MQTTHOOKS directly from your agent. List Hooks: Retrieve a list of your configured webhooks. Inspect Events: View

Enables AI agents to control Android devices and emulators through direct UI interaction, allowing app navigation, automated testing, and real-world task execution via ADB without computer vision or scripts.

Enables AI assistants to interact with Yandex.Tracker task management system through MCP protocol. Supports creating and managing issues, searching tasks, handling comments, managing projects and queues, and generating analytics reports.

A basic example of a serverless Model Context Protocol (MCP) implementation using Netlify Functions, allowing developers to run MCP services without managing traditional server infrastructure.

Integrates with Perplexity's API to provide web search and AI-powered answers with citations. Offers a three-tier research workflow: search for sources, ask for grounded AI answers, and ask_more for deeper analysis using advanced models.

A server that analyzes website performance using Playwright and Lighthouse, allowing LLMs to perform web performance analysis through the Model Context Protocol.

Provides comprehensive geographic information services and route planning for AI agents via the Amap (Gaode Maps) API. It supports geocoding, multi-modal navigation, POI searches, and administrative region queries.

Enables integration with Monarch Money to query financial data, analyze spending patterns, track budgets, and get personalized financial insights through conversational AI with Claude Desktop.

A custom MCP protocol service that enhances AI models by providing multilingual translation capabilities and resource management, allowing for automatic text extraction and translation through external APIs.

Acts as a bridge between local MCP clients and WordPress websites, enabling communication with WordPress through simple REST API requests rather than keeping open connections.

Provides a scalable knowledge graph implementation for Model Context Protocol using Elasticsearch, enabling AI models to store and query information with advanced search capabilities, memory-like behavior, and multi-zone architecture.

Simple MCP server that returns the transcription of a Youtube video using url and desired language.

Enables AI assistants to automatically analyze GitHub repositories and set up development environments by detecting tech stacks, installing dependencies, and verifying project builds. Provides safe tools for repository cloning, file system operations, package installation, and build verification through an allowlisted command system.

A Model Context Protocol server that allows users to store, retrieve, update, and delete memories using SQLite storage.

MCP server for accessing the Shahnameh (Book of Kings) Persian epic poem by Ferdowsi, including sections, verses and explanations.

Root Signals MCP Server

An orchestration platform for deploying parallel swarms of tool-enabled AI agents to perform complex tasks like code generation, system monitoring, and multi-perspective analysis. It features a unique chunked write pattern that enables the creation of large-scale documents and code files by assembling parallel agent outputs.

Generates professional Adobe Commerce support responses from case findings. Supports both structured and mixed content formats with automatic categorization capabilities.

Enables interaction with Genesys Cloud's Platform API to search queues, analyze conversation volumes, retrieve voice call quality metrics, sentiment analysis, transcripts, and manage OAuth clients through natural language.

Enables semantic search and RAG (Retrieval Augmented Generation) over your Apple Notes.

A Model Context Protocol server that integrates with Cursor IDE to provide real-time git-spice documentation search capability.

Provides AI agents with access to the RustChain Proof-of-Antiquity blockchain and BoTTube video platform for managing RTC token wallets and interacting with AI-generated content. It enables users to perform blockchain transactions, search for videos, and monitor network statistics through natural language.

A server that enables interaction with Octopus Deploy through the Model Context Protocol, allowing users to manage projects, releases, and deployments across different spaces.

Provides Cheat Engine-like capabilities for game hacking and reverse engineering through Frida, enabling memory scanning, value modification, pattern matching, function hooking, and code injection across processes.

Enables control of lights in CASAMBI networks through Bluetooth interface without requiring APIs. Provides direct lighting control and management capabilities through natural language interactions.

This MCP server provides access to the KumpeApps API, enabling users to interact with KumpeApps services through natural language via the Multi-Agent Conversation Protocol.

Provides advanced cryptocurrency and stock market analysis using TradingView data with real-time screening, technical indicators, and pattern recognition. Supports multiple exchanges and markets for comprehensive trading intelligence through natural language queries.

A simple server for saving, listing, and searching notes persisted to a local JSON file. It enables users to manage their personal notes using natural language via the Model Context Protocol.

A tutorial implementation MCP server that enables analysis of CSV and Parquet files. Allows users to summarize data and query file information through natural language interactions.

A Node.js server that provides a comprehensive API interface for Adobe Experience Platform (AEP) integration. It enables users to manage schemas, datasets, segments, and profiles while supporting data ingestion and query services.

Enables AI agents to interact with cryptocurrency ecosystems through wallet management, trading operations (swaps, DCA, limit orders), staking, and multi-chain support starting with Solana.

Integrates Textwell with the Model Context Protocol for facilitating text operations such as writing and appending text through a GitHub Pages bridge.

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

Solana wallet cleanup, token trading on 12+ DEXes, and market data. Scan wallets for reclaimable SOL, close empty token accounts, burn dust tokens, buy/sell with Jito MEV protection. 7 tools for AI agents.

A secure Model Context Protocol server that manages time-based operations using timing attack protection and timelock encryption, allowing for timed interval management and secure data storage.

Enables AI-powered querying of PDF documents using hybrid retrieval (BM25 + vector search) and retrieval-augmented generation, returning structured answers with source citations and confidence scores.

A brewing knowledge MCP server — beer styles, ingredients, off-flavour diagnosis, water chemistry, and recipe guidance for AI assistants.

A read-only Model Context Protocol server developed with FastMCP for querying the Pagila PostgreSQL database. It enables secure access to movie rental data including films, actors, and customer information through natural language queries.

A Model Context Protocol server that enables Claude to interact with WhatsApp through the Evolution API, allowing for message sending, contact management, group operations, and WhatsApp instance administration.

Verify AI agent communication protocols using session types. Formal specification with Lean 4 proofs, linter, formatter, and LSP. Catches deadlocks and role violations before deployment.

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.

Connects MCP-compatible AI agents to GT Protocol trading accounts, enabling natural language control of automated trading bots, strategy backtesting, deal execution, and balance monitoring on Binance and Hyperliquid exchanges.

Full-coverage GitLab MCP server with 44 tools across 18 resource types. Agent-optimized CQRS design — one tool call handles complete multi-step operations. Supports OAuth 2.1, read-only mode, stdio/SSE/StreamableHTTP transports, and GraphQL-native work items with full hierarchy (epics,issues,etc)

Get information about the current operating environment

Enables AI clients to interact with Webvizio projects and development tasks through a standardized interface. Provides access to task management, screenshots, logs, and project details for streamlined development workflows.

A Model Context Protocol server that enables AI assistants to fetch Reddit content including consensus on topics, top posts, helpful links, and related subreddits.

Enables AI assistants to interact with the Apify platform to manage actors, monitor runs, and retrieve scraped data from datasets. It supports natural language commands for executing web scrapers, managing tasks, and accessing key-value stores.

MCP proxy that wraps any MCP server and transparently converts JSON responses in tools/call to TOON format — a token-efficient alternative to JSON optimized for LLMs (~40% fewer tokens).

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.

Connects to Lightning Network nodes and enables natural language queries for channel information, providing both human-readable responses and structured JSON data through the Model Context Protocol.

An MCP server that enables AI assistants to interact with self-hosted Planka boards through the Planka REST API. It allows users to list, search, create, and update projects, boards, and cards using natural language.

An MCP server that enables AI assistants to execute shell commands and manage files on remote servers via SSH. It supports recursive directory uploads, archive extraction, and direct file creation from text content.

Enables searching, fetching, and analyzing scientific papers from ArXiv, ACL Anthology, Semantic Scholar, and Hugging Face datasets, with optional LLM-powered document QA and research proposal workflows.

Meta Ads automation that just works. Trusted by 10,000+ businesses to analyze performance, test creatives, optimize spend, and scale results — simply and reliably.

A standalone Model Context Protocol server that enables AI models to access the Australian Pharmaceutical Benefits Scheme (PBS) API data, including medicine listings, pricing, and availability information.

Enables deployment of MCP servers on Cloudflare Workers with OAuth authentication and remote connectivity. Provides a template for creating cloud-hosted MCP servers that can be accessed by Claude Desktop and other MCP clients over HTTP/SSE.

Enables interaction with multiple WordPress sites through a proxy that connects to the MCP Expose Abilities plugin. Allows discovering and executing WordPress abilities across configured sites with secure authentication.

Enables reverse engineering of web applications and chat interfaces through browser automation, network traffic capture, and streaming API discovery. Provides comprehensive tools for analyzing network patterns, capturing streaming responses, and automating complex web interactions.

Provides access to Google Search Console to retrieve and analyze search performance data including queries, pages, and rankings. It enables users to perform rich data analysis through customizable reporting periods and dimensions using the Search Console API.

Look up Gulf Arabic words with pronunciation, example sentences, and cultural context. 30 essential words for learning Arabic used in Saudi Arabia, UAE, Qatar, Kuwait, Bahrain and Oman.

semantic-edit-mcp

A Model Context Protocol (MCP) server implementation built with Python and FastAPI for educational purposes. Demonstrates MCP server functionality through a books API interface.

Exposes codebase analysis data, including module structures, dependencies, and AI-generated insights, to AI assistants via the Model Context Protocol. It enables users to query project architecture and search for specific code entities across analyzed projects.

This read-only MCP Server allows you to connect to Microsoft Planner data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

Enables interaction with Spinitron's radio playlist management and broadcasting data through a Multi-Agent Conversation Protocol interface, allowing users to query and manage radio station playlists, spins, and other broadcasting data via natural language.

A Model Context Protocol server that provides basic calculator functionality for LLMs, enabling them to perform mathematical operations like addition, subtraction, multiplication, division, modulo, and square root.

An MCP server for accessing India's National Digital Health Mission (NDHM) Health ID services, enabling health information management through the NDHM API.

Provides powerful text search capabilities using the grep command-line utility, allowing users to search files and directories using both natural language descriptions and regex patterns.

Standalone Substack CLI + 26-tool MCP server. Your IDE drafts the replies. Zero AI API keys.

Enables AI assistants to automate and test Tauri desktop applications through the Model Context Protocol. It provides tools for app management, UI interaction, and state inspection across multiple platforms without requiring CDP dependencies.

Enables interaction with Google Drive files and Google Sheets through search, read, and write operations. Supports automatic conversion of Google Workspace files to readable formats and direct spreadsheet cell updates.

An MCP server for supply chain intelligence that enables conversational querying of eight operational KPIs and anomaly detection data through Claude. It allows users to analyze performance metrics like OTIF and inventory turnover while providing LLM-generated root-cause explanations.

A persistent memory system for Large Language Models (LLMs) that enables continuous learning and knowledge retention across sessions through the Model Context Protocol (MCP).

Discover and connect your agents with other agents via A2A protocol. Share resources for free or fee.

Enables users to fetch, analyze, and manage LinkedIn posts data through tools that retrieve profiles, search posts by keywords, filter by date, and identify top-performing content based on engagement metrics.

Integrates with ElevenLabs text-to-speech API.

An MCP server that enables managing Docker containers through natural language commands, allowing users to create, list, and delete containers. It facilitates automated container orchestration and integrates with VS Code via the Cline extension.

A TypeScript MCP server that allows querying documents using LLMs with context from locally stored repositories and text files through a RAG (Retrieval-Augmented Generation) system.

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.

A remote MCP server exposing 3 tools via Model Context Protocol: score_prompt (free, grades any LLM prompt A-F on 0-40 scale), optimize_prompt (returns optimized prompt + dimension breakdown, $0.025 USDC), and compare_models (Claude vs GPT-4o head-to-head, $1.25 USDC). Remote HTTP server at /api/mcp.

Enables AI agents to save, search, and manage markdown-based research articles through a complete CRUD interface. Supports creating, reading, updating, and deleting articles with frontmatter metadata in a self-hosted file-based system.

Intelligent domain name suggestion service that checks real-time availability across multiple providers and works with MCP-compatible tools like Cursor and Claude Code.

Zero-dependency macOS desktop automation for AI agents. Screenshot, mouse, keyboard, clipboard, and window control via MCP. 18 tools, macOS 13+, one command: npx mac-use-mcp.

An oracle for machines that need to think sideways. Feed it a creative problem; it returns something you can't quite explain but can't stop using. Three free consultations.

Provides comprehensive dice rolling, coin flipping, and tabletop RPG mechanics for AI assistants like Claude. It enables real-time tabletop gaming through features such as standard NdM notation, advantage/disadvantage rolls, and D\&D character stat generation.

An MCP server providing timezone conversions and time-related operations via RESTful API endpoints, featuring comprehensive error handling and timezone database integration.

Enables interaction with Somnia blockchain data, providing tools to retrieve block information, token balances, transaction history, and NFT metadata through the ORMI API.

A durable multi-agent orchestrator for software development with explicit run graphs, checkpoint/resume capabilities, and project memory exposed through MCP resources and tools. It enables coordinated agent workflows for coding, review, repair, CI, and approval with SQLite-backed memory retrieval and pluggable research backends.

An MCP server that provides data bridging from Spring Boot interfaces and a lightweight Python sandbox for script execution. It enables agents to fetch data as Markdown or Parquet files and perform automated data analysis within a controlled environment.

Provides real-time access to AWS security best practices, incident response playbooks, and preventive security measures from the official AWS Customer Playbook Framework repository. Enables users to query AWS security guidance for services like S3, IAM, EC2, and RDS through natural language.

Enables access to Polymarket's prediction markets for analyzing market probabilities, trading activity, and event outcomes across politics, sports, crypto, and other categories through natural language queries.

An HTTP server implementation that provides direct access to the Ordiscan API with 29 integrated tools for Bitcoin ordinals, inscriptions, runes, BRC-20 tokens, and rare sat data.

Interact with TikTok videos

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

Send documents for e-signature from Claude Desktop, Claude Code, Cursor, and other AI agents. Free DocuSign alternative.

A Model Context Protocol server that provides comprehensive tools for managing CS-Cart e-commerce stores, enabling product management, order handling, and sales analytics.

Provides secure, permission-controlled access to Firebase Firestore databases with full CRUD operations, advanced queries, batch operations, and transactions through a standardized MCP interface.

Provides comprehensive access to Portuguese weather data from IPMA, including forecasts, warnings, sea state, fire risk, UV index, seismic activity, and weather station observations for all Portuguese cities and islands.

An MCP server that provides current weather conditions and hourly forecasts for locations across Norway using the MET Norway Locationforecast 2.0 API. It features coordinate support, geocoding for any Norwegian location, and built-in configurations for major cities.

Enables interaction with NetBox infrastructure management platform to query and manage devices, VMs, IP addresses, and VLANs. Features secure HashiCorp Vault integration and PostgreSQL state tracking for comprehensive infrastructure automation.

Reliable, scalable browser infrastructure for AI agents. Route, pool, and failover across any browser provider. 8 built-in browser tools using raw Chrome CDP - navigate, screenshot, snapshot, interact, evaluate. Zero-config with auto Chrome detection & concurrent sessions support

Enables searching and retrieving Claude Code conversation history that would otherwise expire after 30 days. Supports full-text search, semantic search, and session management with automatic backup of all conversations.

A Model Context Protocol server that enables querying Bitcoin blockchain data, including address information, transaction details, mempool statistics, and ordinals/runes data through the Satstream API.

Enables AI-powered image generation using Volcengine's Doubao model with customizable aspect ratios (1:1, 4:3, 16:9, 3:4, 9:16) and file management. Supports high-quality text-to-image generation with automatic retry, error handling, and flexible save path configuration.

A Model Context Protocol server implementation that enables secure remote command execution via SSH, with features for managing and using SSH credentials.

A Model Context Protocol server that allows LLMs to securely execute shell commands on remote Linux and Windows systems via SSH. It supports password and key-based authentication, command timeouts, and sudo elevation for administrative tasks.

A comprehensive MCP server for Jira, Confluence, and Bitbucket that supports both Cloud and Data Center deployments. It provides 136 tools for managing issues, searching documentation, and handling Git workflows like pull requests and pipelines.

Provides web search capabilities using Google Custom Search API, enabling users to perform searches through a Model Context Protocol server.

A clean, reusable TypeScript boilerplate for building Model Context Protocol servers with support for custom tools and resources.

Enables interaction with SAP Commerce systems through OCC APIs, supporting product discovery, cart management, customer support operations, and store information retrieval. Provides both local and remote connectivity options for AI agents to perform e-commerce tasks.

Provides access to Redis databases. This server enables LLMs to interact with Redis key-value stores through a set of standardized tools.