Browse 29,336 community-built MCP servers
Accurately counts Japanese text characters using grapheme clusters, properly handling surrogate pairs and combining characters through the Intl.Segmenter API.
PoC: Open Registry supply chain — unvetted server listing (security research)
Integrates Sentry error monitoring with AI-powered analysis to automatically capture frontend JavaScript errors and provide intelligent repair suggestions through multiple AI models including OpenAI, Claude, and Gemini.
A transparent proxy and execution firewall that intercepts and audits AI agent tool calls against configurable security policies before forwarding them to downstream MCP servers. It provides safe execution environments with features like data redaction, anti-loop protection, and unified alert dispatching.
Provides access to current weather conditions and hourly forecasts for any location in Sweden using the SMHI Open Data API. It supports built-in city lists, coordinate inputs, and geocoding fallback to deliver detailed meteorological data without requiring authentication.
AI-powered document translation and academic search service. Supports high-quality translation of PDF, DOCX, PPTX and other formats in 11 languages with optimized mathematical formula handling. Includes PubMed-integrated intelligent literature search for researchers. https://suppr.wilddata.cn/
just a test
Save 60-80% tokens when AI reads code — MCP server for token-efficient code navigation, AST-aware structural reading instead of dumping full files into context window
A TypeScript server that fully implements the Model Context Protocol (MCP) standard, providing API access to Docker CLI operations like build, run, stop, and image management through compatible AI clients.
Enables semantic code search across codebases using Qdrant vector database and OpenAI embeddings, allowing users to find code by meaning rather than just keywords through natural language queries.
Enables MCP clients to interact with Sally AI assistant using x402 blockchain-based micropayments for secure, transparent transactions.
A Python implementation of the Model Context Protocol that enables applications to provide standardized context for LLMs, allowing developers to build servers that expose data and functionality to LLM applications.
Enables Claude to interact with ServiceNow instances through comprehensive API integration. Supports incident management, service catalog operations, change requests, knowledge base management, user administration, and agile project management with multiple authentication methods.
Enables AI assistants to securely manage Google Workspace services (Gmail, Calendar, Drive, Sheets, Contacts) with persistent multi-account OAuth. Uses OS keychain for credential storage with health monitoring and granular business rules for enterprise security.
A simple Node.js MCP (Model Context Protocol) server for sending emails using TurboSMTP
Query the full BC K-12 curriculum: Big Ideas, Competencies, Content, and more.
A specialized MCP server for verifying natural language claims against CME prediction market data, utilizing PostgreSQL and TimescaleDB for historical data analysis.
A Chrome extension-based MCP server that enables AI assistants to directly control your browser, leveraging existing user sessions, login states, and automation tools without needing separate browser instances.
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.
Query the Microsoft 365 Roadmap from AI agents
A financial data MCP server that securely connects to Plaid's API to synchronize bank transaction history and retrieve real-time account balances.
A test management MCP server that connects AI assistants to Testomat.io, enabling natural language search and retrieval of tests, suites, runs, and plans with advanced TQL filtering.
Verified cloud cost forecasting for AI agents. AWS, GCP, Azure pricing matrix.
MCP server for Simple Commenter — lets AI agents work with website feedback
Microlink MCP — wraps Microlink API (free tier, no auth required)
Lets AI coding agents discover and reference each other's recent sessions.
A comprehensive HTTP client MCP server for security testing, API testing, and web automation that provides full-featured HTTP tools with detailed logging capabilities.
The Tenth Man Protocol — structured contrarian analysis for decision-makers via MCP
Enables AI assistants to generate and render Mermaid diagrams (flowcharts, sequence diagrams, etc.) as PNG/SVG images with local file saving and HTTP access URLs. Supports batch processing and intelligent caching for efficient diagram creation.
A robust Zsh execution tool for Claude Code featuring PTY mode for interactive prompts, a circuit breaker to prevent hanging, and A.L.A.N. 2.0 for intelligent command learning and retry detection.