Browse 28,626 community-built MCP servers
A Model Context Protocol server that enables Claude to interact with Mattermost instances, supporting post management, channel operations, user management, and reaction management.
A powerful MCP server that enables AI agents to control and inspect a live Chrome browser via Puppeteer and DevTools for automation, debugging, and performance analysis.
A stateful gateway server for AI applications that solves the memory limitations of Large Language Models by maintaining separate conversation contexts for each user.
Enables faster, cleaner integration with Zitadel for user authentication.
MCP server casino for AI agents — provably fair dice gambling, crypto betting API, zero-trust verification. 99% RTP, 70+ chains.
A comprehensive MCP server for controlling DEVONthink Pro on macOS, enabling advanced document management, database searching, and bibliography metadata resolution.
Enables AI assistants to interact with MariaDB databases through standard SQL operations and advanced vector/embedding-based search. Supports database management, schema inspection, and semantic document storage and retrieval with multiple embedding providers.
Production MCP server giving AI agents metered access to live Hedera blockchain data. Query token prices, screen identities, monitor governance, write tamper-evident HCS compliance records, and analyze smart contracts — all paid in HBAR micropayments per call.
Enables entity resolution capabilities through the Senzing SDK, allowing AI assistants to search entities, manage records, analyze relationships between entities, and perform bulk data imports with multithreading.
精简的 Memory Bank MCP 服务器，支持项目开发生命周期管理
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.
Hybrid vector + reasoning retrieval, agent memory, multi-agent orchestration, MCP server, and RAG.
MCP server for text2sql
An MCP server for natural language inference
ESG metric extraction, PDF processing, vector search, and regulation analysis
법마디(Lawmadi) OS — Korean Legal AI with 60 specialized agents and real-time statute verification via law.go.kr. Free: 2 queries/day. Korean & English.
AI startup due diligence — screen companies across 7 dimensions, get a Sieve Score.
An MCP server that integrates with the ovice Public API to manage virtual office workspaces, groups, and users, featuring workspace administration and targeted notification capabilities.
Enables LLMs to interact with OpenSearch clusters to monitor cluster health, manage indices, and perform data searches. It provides a standardized interface for real-time OpenSearch operations within MCP-compatible environments like Open WebUI.
Multi-MCP proxy server
MCP server for Kylas CRM: create, search, and manage leads. Requires KYLAS_API_KEY.
This read-only MCP Server allows you to connect to Reckon data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp
A read-only MCP server that enables LLMs to query live AlloyDB data using SQL-backed tools via the CData JDBC Driver.
Repo analysis for coding agents with ranked files, dependency maps, and task-scoped context.
Enables semantic search of project documentation using hybrid vector and full-text search with fast and deep query modes for immediate results or complex multi-round synthesis.
AI-native Microsoft Teams integration — read chats, send messages, search people
A comprehensive MCP server for managing Bayarcash payments, allowing users to create payment intents, track transactions, and list payment channels through natural language.
Amazon Music MCP
Provides semantic search and management of shared documentation using ChromaDB and OpenAI embeddings. It enables users to query local documents by meaning, list files, and read content through natural language tools.
Generate PDFs, screenshots, and documents via any MCP-compatible AI agent.