Registr MCP serverů

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.

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.

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.

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.

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

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

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.

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

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

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.

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

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

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.

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

An AI-powered MCP server that enables natural language interaction with AO (Arweave Operating system) for creating, running, and testing code and handlers without manual coding.

Description: Persistent local memory for Claude, Cursor and Codex. 13 MCP tools, SQLite + FTS5 + Knowledge Graph. No cloud, no API keys. One command: npx @studiomeyer/local-memory-mcp.

Enables integration with Dooray API for comprehensive project management including task operations, comment management, tag organization, search functionality, and user management. Supports task creation, modification, status updates, assignee management, and collaborative features through natural language interactions.

contentstack-mcp

Connects Claude with Spotify, enabling playback control, search functionality, and queue management through Spotify's API.

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

gemini-image-mcp

A Model Context Protocol server that provides Angular project analysis and refactoring capabilities, enabling LLMs to analyze component usage patterns, dependency structures, and perform safe refactoring with breaking change detection.

Query blockchains with plain English — instant, structured, and developer-friendly using Infura APIs

Enables hot-reloadable prompt templates with structured reasoning frameworks, quality gates, and multi-step chain workflows that can be version-controlled and executed immediately without restarts.

A Model Context Protocol server that wraps the official Obsidian CLI to allow AI agents to read, write, search, and manage notes within an Obsidian vault. It provides 16 specialized tools for comprehensive vault interaction, including note management, task tracking, and metadata manipulation.

A drop-in replacement for Anthropic's memory server that utilizes SQLite to ensure data integrity and concurrent access. It enhances the original functionality with semantic search capabilities using vector embeddings and ONNX models.

Execute SQL queries, browse schemas, and analyze Oracle Database performance through an AI-compatible Model Context Protocol server.

Enables comprehensive TestRail test management integration with support for projects, test cases, runs, results, advanced reporting, analytics, and AutoSpectra test automation framework synchronization.

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.

The RealVest MCP (Model Context Protocol) server enables AI assistants like Claude to use all 31 of our professional calculators and access our educational resources directly in your conversations. From basic affordability to advanced portfolio analysis, Monte Carlo simulations, and tax optimization

Enables Claude to retrieve BIN (Bank Identification Number) data for payment cards, with options for basic or enhanced insights through the Pagos API.

Enables music management through search, playlist creation, and intelligent recommendations. Supports searching by song, artist, or album, creating and managing playlists, and getting music recommendations based on genre and mood.

Xero MCP Server by CData

This server acts as a Message Communication Protocol (MCP) service for integrating Apifox and Cursor, enabling OpenAPI interface implementation through AI-driven interaction.

Enables AI assistants to interact directly with Strapi v5 CMS content through full CRUD operations, media uploads, and content type exploration using Strapi's Document Service API.

A server that dynamically exposes FileMaker scripts as tools, providing a Gradio-based user interface for interacting with FileMaker databases through the Model Context Protocol.

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

Enables full control database operations on MySQL through natural language commands. Supports querying, data manipulation, table management, backups, and system administration with comprehensive SQL execution capabilities.

Provides secure access to Tennis Warehouse product data, enabling users to search for tennis equipment (racquets, bags, shoes), check product availability, find deals, and browse categories through natural language queries while protecting internal API details.

Enables interaction with Anki desktop flashcard app through the AnkiConnect plugin. Provides tools to manipulate notes and make arbitrary RPC requests to manage flashcards and decks.

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.

MCP server that helps AI models understand Vite/Nuxt applications better, available as both a Nuxt module and Vite plugin.

MCP (Model Context Protocol) Server for skill4agent - Search, view, and install AI skills in AI conversations.

Provides professional cycling data from FirstCycling, allowing users to retrieve comprehensive information about cyclists, race results, historical cycling data, and team information through natural language queries.

Enables interaction with blog RSS/Atom feeds to list posts, fetch content, get recent posts, retrieve blog metadata, and perform full-text search across post content. Supports any blog with an RSS/Atom feed through natural language queries.

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.

A deterministic, network-free MCP server for validating repository release hygiene and version alignment in local projects. It enables automated repository health checks and generates standardized release checklists based on project state.

A server implementation that enables controlling web browsers programmatically through Claude's desktop application, providing comprehensive Selenium WebDriver operations for browser automation with Chrome and Firefox support.

Amazon S3 MCP Server by CData

A comprehensive and efficient Model Context Protocol server for task management that works with Claude, Cursor, and other MCP clients, providing powerful search, filtering, and organization capabilities across multiple file formats.

Enables integration with Things3, allowing the creation and management of tasks and projects via the MCP protocol, including synchronization with Agenda projects.

Provides deep source code analysis for Unreal Engine codebases, allowing AI assistants to understand C++ class structures, search code, and analyze subsystems.

Video editing MCP server with 26 tools for trimming, merging, text overlays, audio sync, filters, color grading, audio normalization, picture-in-picture, split-screen, batch processing, format conversion, subtitles, watermarks, and more. 380 tests, CI on Python 3.11+3.12, progress callbacks, works with Claude Code, Cursor, and any MCP client.

MCP server for AI agent for cybersecurity: automate assessment of documents, questionnaires & reports. Multi-format parsing, RAG knowledge base,Risks, compliance gaps, remediations.

Validates IVR flow definitions (JSON) to detect errors like unreachable nodes, dead ends, and missing fallbacks, providing scores and fix suggestions. Includes interactive visualization widget for ChatGPT and Claude Desktop integration.

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

A tool that connects to the Spotify API and enables Claude to access artist information for enhanced music discovery through natural language queries.

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

A bridge that connects the Model Context Protocol to the Gemini CLI via the Agent Client Protocol (ACP) for high-performance, stateful AI interactions. It enables MCP clients to leverage Gemini's autonomous capabilities, including multi-modal support and built-in tool execution, without cold-start overhead.

Provides semantic search over AWS Cloudscape Design System documentation using natural language queries, enabling AI assistants to efficiently find and retrieve component documentation with token-efficient responses.

MCP Server for interacting with Old School RuneScape Wiki API and game data files, providing tools to search the OSRS Wiki and access game data definitions through the Model Context Protocol.

A server that leverages Cloudflare Browser Rendering to extract and process web content for use as context in LLMs, offering tools for fetching pages, searching documentation, extracting structured content, and summarizing content.

Enables AI assistants to securely connect to and manage MySQL databases with support for multiple database connections, complete CRUD operations, schema inspection, and dynamic connection management through natural language.

A template for deploying authentication-free MCP servers on Cloudflare Workers. Enables rapid deployment of custom MCP tools accessible via SSE from both web-based playgrounds and local clients like Claude Desktop.

Provides threat intelligence lookups against the AbuseIPDB database, enabling IP reputation checks, CIDR block analysis, and log enrichment. It features intelligent caching and rate limiting to efficiently manage API usage for security analysis and automated workflows.

An MCP server and crawler for Xafari documentation that enables AI agents to search, retrieve pages, and extract code examples from a local index. It provides structured documentation access through stdio or HTTP interfaces for seamless IDE integration.

Enables integration with Google Drive for listing, reading, and searching over files, supporting various file types with automatic export for Google Workspace files.

Enables interaction with a running Clojure nREPL instance for evaluating Clojure code, inspecting namespaces, and retrieving connection statuses, compatible with MCP clients like Claude Desktop and CLine in VSCode.

Enables comprehensive security scanning of code repositories to detect secrets, vulnerabilities, dependency issues, and configuration problems. Provides real-time security checks and best practice recommendations to help developers identify and prevent security issues.

An MCP server that provides Claude with direct access to EVE Online character data, market prices, killboard intelligence, wiki knowledge, and game mechanics. It enables natural language interaction for checking skills, analyzing fittings, setting in-game destinations, and accessing real-time EVE Online information.

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.

Provides SQL access to the ANSES Ciqual French food composition database with nutritional data for over 3,000 foods. Supports full-text search and bilingual queries for comprehensive nutrition analysis.

Enables automated collection of apartment listing data from Naver Real Estate using Playwright browser automation with passive network response capture. Provides MCP tools to search complexes, resolve property identifiers, and extract normalized listing information including duplicate properties.

Enables AI assistants to create, manage, and execute Alfred workflow automation skills, manage MCP server connections, view execution history, and handle API keys through Alfred's REST API.

Enables AI assistants to manage a personal markdown-based knowledge base with natural language interactions. Supports creating, searching, updating, and organizing notes across categories like people, recipes, meetings, and procedures.

Provides real-time access to Israeli emergency alerts from the official Pikud Haoref (Home Front Command) API. Enables AI assistants to check current alerts, retrieve alert history with intelligent city filtering, and monitor emergency notifications including rocket alerts, aerial intrusions, and earthquakes.

A Model Context Protocol server that allows AI assistants like Claude to integrate with Printify's print-on-demand platform, enabling product creation, management, and AI-generated design uploads through natural language commands.

Turns Confluence documentation into an AI-powered knowledge base, enabling natural language questions about your systems with answers retrieved from your actual documentation through semantic search.

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

Provides real-time content safety protection for large language models by detecting and preventing risks in both input and output content across multiple dimensions including compliance, ethics, and security.

An advanced MCP server providing RAG-enabled memory through a knowledge graph with vector search capabilities, enabling intelligent information storage, semantic retrieval, and document processing.

Enables creating Spotify playlists based on text descriptions by connecting Cursor editor to Spotify's API through OAuth authentication.

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.

A secure MCP server for Windows Subsystem for Linux environments, facilitating safe command execution with extensive validation and protection against vulnerabilities like shell injection and dangerous commands.

A mixture-of-experts visual question-answering server that enables visual grounding, compositional image question answering, and external knowledge-dependent image question answering through code generation and execution. Built on the ViperGPT framework with support for multiple computer vision models including Grounding DINO, SegmentAnything, and GPT-4o.

A security-focused server that integrates with Cursor IDE to provide real-time vulnerability detection, exploit generation, and security insights during software development.

An MCP server that integrates with mem0.ai to help users store, retrieve, and search coding preferences for more consistent programming practices.

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.

Enables AI agents to automatically publish photo notes to Xiaohongshu (RedNote) using Playwright browser automation. It supports title, body, and image uploads while maintaining persistent login sessions for seamless automated posting.

A streamlined MCP server designed for querying on-call runbooks through an optimized QA tool with intent recognition and risk assessment. It provides structured troubleshooting steps and supports graceful degradation to offline mode when LLM services are unavailable.

Enables web scraping, React app testing, and React Native web app inspection using Playwright with multi-browser support. Provides backward compatibility with regular websites while offering enhanced features for React applications including mobile viewport emulation and component analysis.

Search product catalogs across thousands of Central European e-shops. Semantic search, keyword matching, GTIN/EAN lookup — via REST API or MCP. \~2,500 e-shops | ~8.5M products | 7 countries (CZ, SK, PL, HU, RO, DE, AT)

Builds rich code graphs from TypeScript/NestJS codebases using AST analysis and Neo4j, enabling semantic search, natural language querying, and intelligent graph traversal to provide deep contextual understanding of code relationships and dependencies.

This is an MCP server to manage PayPal

Enables AI assistants to securely interact with MariaDB and MySQL databases using granular per-connection read/write permissions and transaction support. It allows users to manage multiple database connections, explore schemas, and execute controlled SQL queries through a standardized interface.

Connects AI models to real-time search and inventory data for major South Korean retail chains, convenience stores, and cinemas. It enables users to check product availability at stores like Daiso and Olive Young, or view movie schedules at CGV and Megabox.

Native Claude Code integration for @annondeveloper/ui-kit — a zero-dependency React component library with 147 components, 3 weight tiers, physics-based animations, and OKLCH color system. Gives Claude deep awareness of the library's components, design patterns, and conventions. Includes 5 skills for component discovery, code generation, design system reference, tier selection, and accessibility

This MCP server provides comprehensive Google Workspace integration (Gmail, Drive, etc.) with multi-user OAuth. Unique features include RAG-powered natural language to Chat card rendering, runtime Jinja2 macro creation, and dynamic tool management.

Connects AI models to MasterGo design tools, enabling retrieval of DSL data, component documentation, and metadata from MasterGo design files for structured component development workflows.

Provides SMTP integration for sending HTML emails and specialized prompts for intent detection and client information extraction. It enables LLMs to automate personalized email workflows and structure user communication data.

Provides offline, high-accuracy OCR capabilities for images and PDFs using macOS's built-in Vision framework. Supports multi-language text extraction with intelligent block aggregation for tables and paragraphs, outputting structured JSON data suitable for document reconstruction.

A Model Context Protocol server that connects to Amadeus API, enabling AI assistants to search flights, analyze prices, find best travel deals, and plan multi-city trips.

Provides Claude Desktop with access to Apple Calendar and Reminders on macOS for managing schedules and tasks through natural language. It supports comprehensive operations like creating, editing, and searching events and reminders, along with a custom hashtag-based tagging system.

Enables AI assistants to control a browser through Playwright automation tools deployed on Cloudflare Workers. Supports web automation tasks like navigation, typing, clicking, and taking screenshots through natural language commands.

Connects AI assistants to Lokalise translation management platform with 59 tools across 11 domains, enabling localization teams to manage projects, translations, tasks, and workflows through natural conversation.

Provides advanced web scraping with HTTP client, smart content extraction to Markdown, browser automation via Playwright, screenshot/PDF generation, and Docker sandbox execution environments.

Non-official Model Context Protocol server that enables interaction with AMap's location services through clients like Cursor, Claude Desktop, Cline, and Windsurf.

Enables Claude to send SMS/LMS messages via the SureM platform using natural language commands. It automatically handles message type selection, scheduled sending, and token management for seamless text message delivery.

A WhatsApp marketing and messaging service that handles both free-form messages (within 24-hour window) and template workflows for bulk messaging, supporting conversation management and template creation/registration.

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

Supply chain risk scoring for npm, PyPI, and GitHub repos

A Model Context Protocol server for Cloudflare Workers that integrates with Claude AI, enabling tool usage through OAuth login and SSE connections.

Enables AI assistants to search the Burger King menu, manage a cart with item customizations, and find nearby restaurant locations. It facilitates ordering for pickup or delivery using Playwright browser automation.

An MCP server that allows Claude to interact with Discord by providing tools for sending/reading messages and managing server resources through Discord's API.

MCP server for Threadline — persistent memory and context layer for AI agents. inject() before your LLM call, update() after. Relevance-scored injection, grant-based access, user-owned context.

Enables LLM clients to convert addresses to coordinates (forward geocoding), coordinates to addresses (reverse geocoding), and lookup Google Place IDs using the Google Maps Geocoding API with support for multiple languages and advanced filtering.

Provides comprehensive access to Bear notes using a hybrid sync-safe approach - direct database reads for performance and Bear's official API for writes, enabling natural language note management, search, organization, and analysis while maintaining iCloud sync compatibility.

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.

shortcuts-mcp-server

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.

An unofficial Model Context Protocol server that enables programmatic access to LinkedIn data through tools like user search, company search, profile enrichment, and contact retrieval.

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

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.

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.

A powerful and flexible Kubernetes MCP server implementation with support for OpenShift.

MCP server for OFAC SDN sanctions screening. Check names against US Treasury sanctions lists with automatic cache refresh. No API key needed for the check itself.

Provides Swiss Aare river swimming data including water temperature, flow rates, safety assessments, and forecasts. Enables AI assistants to answer questions about current conditions, compare cities, and provide safety recommendations based on official BAFU thresholds.

Integrates the Qwen3-Coder 30B parameter model with Claude Code through 5 specialized tools for code review, explanation, generation, bug fixing, and optimization. Optimized for 64GB RAM systems with advanced performance settings including flash attention and parallel processing.

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.

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

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

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

This MCP server performs multi-topic searches in business, news, finance, and politics using the Tavily API, providing high-quality sources and intelligent summaries.

Comprehensive async Python SDK for [TickTick](https://ticktick.com/) with MCP server support. Features 45 tools for tasks, projects, tags, habits, focus/pomodoro sessions, and user analytics.

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.

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.

Converts REST APIs into MCP tools using Gradio, demonstrated with a local IBM Granite model via Ollama. Enables LLM clients to interact with any REST API endpoint through the MCP protocol.

Connects AI clients to the Standard Metrics API for automated analysis of venture capital portfolio data. It enables users to query financial metrics, track company performance, and generate comprehensive reports using natural language.

Enables AI assistants to search, read, and browse Bear notes directly from your local Bear database. Supports searching by title, content, or tags, opening specific notes, and exploring tag-based organization.

Integrates Vale prose linting into AI coding assistants, enabling users to check text files for style and grammar issues using Vale's powerful linting engine. Provides automated style feedback with smart configuration discovery and rich formatted results.

Power BI XMLA MCP Server by CData

Enables AI assistants to manage TV series collections through Sonarr's API using natural language interactions. Supports searching, adding, updating, and deleting TV series with detailed control over quality profiles, season monitoring, and episode downloads.

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.

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.

An MCP server for managing and monitoring Tailscale networks through natural language. It enables users to list devices, check connection status, monitor for client updates, and retrieve detailed tailnet summaries.

An MCP server that connects to the Teamwork API, providing a simplified interface for interacting with Teamwork projects and tasks.

A Model Context Protocol server that allows LLMs to interact with Python environments, enabling code execution, file operations, package management, and development workflows.

Enables AI assistants to search, view, create, and update JIRA issues using natural language commands and JQL queries.

Enables AI to directly control SEGGER J-Link embedded debug probes via the Model Context Protocol for debugging and firmware management. Users can perform tasks like reading registers, analyzing memory, flashing firmware, and tracking RTT logs using natural language commands.

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.

Enables interaction with Retell AI's voice and chat agent platform. Build, deploy, and manage AI phone agents, configure conversation flows, handle calls/chats, and manage phone numbers through natural language.

Enables video and audio processing through FFmpeg, supporting format conversion, compression, trimming, audio extraction, frame extraction, video merging, and subtitle burning through natural language commands.

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

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.

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.

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.

An MCP server that enables Claude to access Windows screenshots from WSL2, allowing users to easily share screenshots with Claude Code without manually navigating complex file paths.

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

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.

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 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.

A Model Context Protocol implementation for managing and serving AI prompts with a TypeScript-based architecture in a monorepo structure.

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.

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.

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

Empowers AI agents to perform web browsing, automation, and scraping tasks with minimal supervision using natural language instructions and Selenium.

Integrates Sentry error tracking and JIRA project management APIs, enabling users to query organizations, projects, and issues from Sentry, and retrieve or update JIRA ticket information through natural language.

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

upload and manipulation of IPFS storage

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

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

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

Provides access to Whissle AI services for speech-to-text, speaker diarization, translation, and text summarization. It enables users to process various audio formats and manage text content through natural language tools.

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

Enables browser automation and web scraping by exposing Playwright tools through an HTTP-based MCP server. Users can navigate pages, interact with web elements, capture screenshots, and extract structured content using a persistent Chromium instance.

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

Enables the execution of AppleScript and JavaScript for Automation (JXA) on macOS to control applications, system events, and shell commands. It provides native automation capabilities with a security layer that permits most operations while specifically blocking file deletion commands.

Enables AI to interact with multiple Swagger/OpenAPI specifications by listing endpoints, exploring models, and generating TypeScript code. It centralizes the management of various APIs through a configuration file, allowing for seamless integration of documentation into AI workflows.

An MCP server that provides real-time cryptocurrency news sourced from NewsData for AI agents.

A tool that allows deployment of a Model Context Protocol server on Cloudflare Workers without authentication requirements, enabling users to create and use custom AI tools via the Cloudflare AI Playground or Claude Desktop.

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.

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

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.

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.

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 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.

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.

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.

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.

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.

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.

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.

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.

Enables AI assistants to interact with Home Assistant smart home devices through natural language. Control devices, manage automations, query entity states, and retrieve historical data across your home automation system.

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

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

VideoDB Director

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.

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.

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 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.

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.

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.

Provides 15 core tools for managing Coda documents, tables, and rows through HTTP, SSE, and stdio transports. It is specifically optimized for stability with LangSmith Agent Builder and supports document manipulation, data retrieval, and formula execution.

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.

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).

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.

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.

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.

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

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.

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.

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.

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.

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.

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.

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

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.

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.

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.

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

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.

heroicons-mcp

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

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.

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

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.

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 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.

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

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 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.

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.

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

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

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.

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

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.

cargo-mcp

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 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.

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.

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).

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.

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

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

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

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.

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

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.

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

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.

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

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.

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

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.

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

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

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.

MISP-MCP-SERVER

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

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.

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.

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.

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.

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 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.

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

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.

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.

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

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 web browsing capabilities using BeautifulSoup4

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.

Enables sending rich notifications to Discord and/or Slack webhooks with automatic service detection, retry logic, and support for embeds, blocks, and attachments. Provides secure webhook management with comprehensive input validation and rate limiting.

Query only the data you need from your JSON file and keep your context clean

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.