Browse 32,723 community-built MCP servers
A sophisticated memory management system for LLMs that integrates RAG-enabled document processing with a knowledge graph and vector search for semantic relationship mapping.
An autonomous context management server that uses SQL-based retrieval and relationship mapping to provide developers with project-centric awareness without relying on vector embeddings.
A robust MCP server for high-performance audio processing, providing tools for transcription, text-to-speech generation, and intelligent audio analysis via OpenAI models.
A security control plane for AI agents that provides cryptographic identity management, fine-grained access policies, and secure secret injection. It implements a zero-trust architecture to protect AI-powered workflows from prototype to production.
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A comprehensive MCP server for mobile development that enables AI to control, manage, and automate Android devices and iOS simulators. It supports tasks ranging from app installation and file management to UI automation and system log retrieval.
A production-grade semantic memory server using PostgreSQL and pgvector to provide AI agents with long-term memory, featuring graph relationships, automatic clustering, and background processing.
A robust Model Context Protocol server that provides secure file operations and multi-project reference capabilities for AI assistants, featuring precise string-based editing and path validation.
A robust MCP server for automating and debugging Electron desktop applications using Chrome DevTools Protocol. It enables AI-powered visual inspection, UI automation, and process management without requiring code changes to the target application.
A specialized middleware that connects Large Language Models to Planka, enabling AI assistants to manage kanban boards, tasks, time tracking, and project organization.
A comprehensive MCP server providing full Gmail API coverage for managing emails, threads, labels, and extensive account settings including filters and S/MIME.
Structured, auditable AI-assisted development for teams. Zero-dependency MCP server, web dashboard, and multi-provider AI CLI support.
A Google Apps Script library for building and hosting MCP servers and networks, enabling Gemini and other MCP clients to interact with external data via GAS.
MCP (Model Context Protocol) Server. Provides a bridge to HashiCorp Nomad's cluster management capabilities, enabling job management, deployment tracking, namespace administration, node operations, and ACL management for infrastructure operations.
MCP (Model Context Protocol) Server. Integrates with Netbird's API to enable virtual private network management including peer listing, group configuration, and access policy control
A professional TypeScript-based multi-agent orchestration platform designed for Claude Code, featuring 61 enhanced tools including Playwright browser automation, LanceDB vector search, and intelligent documentation intelligence.
An MCP server for AWS Athena to run SQL queries on Glue Catalog.
Self-hostable study dashboard with a built-in MCP server so Claude can read, write, and teach from your courses, lectures, and deadlines.
A comprehensive MCP server that bridges AI assistants with YepCode infrastructure, allowing for secure code execution, process management, and storage orchestration.
A specialized MCP server for VictoriaLogs that enables log querying, system statistics, and embedded documentation search through the Model Context Protocol.
A tool-based bridge that grants Claude access to multiple AI models like Gemini, OpenAI, and OpenRouter for specialized tasks like extended reasoning, code review, and advanced debugging.
An MCP server that allows AI agents to manage n8n automation workflows, including workflow CRUD operations, execution monitoring, and webhook triggering via the n8n API.
A CLI tool and MCP server designed to export and search 1C:Enterprise (BSL) platform context and documentation for use with AI assistants.
USPTO patent creation system with MCP server + Claude Code plugin. Hybrid RAG search over MPEP/USC/CFR, BigQuery access to 76M+ patents, automated 35 USC 112 compliance checks, prior art search, diagram generation. GPU-accelerated with skills and autonomous agents.
Enterprise-grade Rust implementation of Anthropic's MCP protocol
A security-focused MCP server that integrates with dnstwist to perform DNS fuzzing, identifying typosquatting and phishing threats through domain permutation analysis.
just-mcp transforms project justfile recipes into dynamically discoverable MCP tools, allowing AI agents to understand and execute local automation workflows.
Vector database server for semantic document search and metadata filtering, built on Chroma
An MCP server for analyzing Instagram engagement, providing tools to extract sentiment from comments, compare account metrics, identify marketing leads, and generate demographic reports.
A curated MCP server providing semantic search and code retrieval across 3,000+ indexed open-source packages from NPM, PyPI, Rust, and Go registries.