Discover Awesome MCP Servers

@tokens/dsh-browser-use

Enables language models to control a real visible browser with a full set of 24 tools for navigation, clicking, form filling, screenshots, and reading page structure, while preserving login states and supporting configurable browser policies.

wisdomGraph

This MCP server lets AI agents persistently record facts, experiences, insights, and lessons into a Neo4j DIKW graph, then query that memory across sessions to prevent repeating past mistakes.

dts-mcp

Enables uploading source data, queuing Windows DTS Engine publishing jobs, monitoring them, and downloading hash-verified 3DT results.

mcp-playwright-test

An MCP server that automates Playwright-based UI and API testing, supporting test case generation from requirements or API specs, and execution with detailed reports.

frontdesk-review

Sourced product prices, dated price history, specs and independent-test coverage across 4,764 hardware products and 2,064 software vendors — every figure returned with its source URL and the date it was captured. Unknown values come back as null rather than a guess, so an agent can cite what it surfaces.

lsp-mcp

Enables AI assistants to interact with VS Code's language server protocol features (definitions, references, diagnostics) and debugger (breakpoints, stepping, variable inspection) via an MCP server.

FastMCP_RecSys

A CLIP-Based Fashion Recommender system that allows users to upload clothing images and receive tags and recommendations based on visual analysis.

browse-ai

Evidence-backed web research for AI agents. Real-time search with cited claims, confidence scores, and compare mode showing raw LLM hallucination vs evidence-backed answers.

Notification AI MCP

Notification AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

NicePay MCP Server

Enables developers to search and access NicePay payment API documentation, including endpoint details, code samples, and SDK method information through natural language queries.

DepScope

Package intelligence MCP server. Stops AI agents from installing hallucinated/malicious packages across 17 ecosystems. 22 tools, free, no auth.

resume-tailor-mcp-server

Helps job seekers tailor their resume and generate cover letters against a specific job posting, powered by Claude.

Doris MCP Server on AWS AgentCore

Deploys 25 MCP tools for Apache Doris, enabling SQL execution, metadata queries, monitoring, and data governance over HTTPS via AWS Bedrock AgentCore Runtime.

Elasticsearch MCP Server

Exposes Elasticsearch semantic search capabilities as MCP tools, enabling ELSER, kNN, and hybrid search with automatic index setup.

GENAI EVERYDAY

A repository dedicated to exploring, experimenting with, and applying Generative AI concepts and tools in practical, everyday scenarios.

Codex Bridge

A self-hosted MCP server that lets claude.ai delegate tasks to OpenAI Codex CLI, billed through the ChatGPT subscription, with tools for job submission, status polling, and result retrieval.

Ollama MCP Proxy

A comprehensive MCP proxy server that bridges MCP clients with Ollama local language models, providing advanced features like RAG integration, context management, caching, and production-ready security.

Playwright MCP

A Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages through structured accessibility snapshots without requiring screenshots or vision models.

mcp-just-seek-knowledge

Stores and searches AI-generated knowledge about software projects, enabling Cursor to access project structures, design patterns, best practices, and technical documentation.

Bible MCP Server

Enables Bible search and verse retrieval with multiple translations, deployable on Cloudflare Workers.

MGC_MCP

Enables querying Mega MGC Coffee store locations, menu items, and real-time stock (sold-out) status across all stores using the official app API.

Mobile Agent Guardian

A five-level safety and verification layer for embodied mobile agents that provides auditable, secure phone control through vision classification, verify-after-act loops, and cryptographic anchoring.

Canva MCP Server

Enables creation and management of Canva presentations through natural language, leveraging LLM for narrative planning and integrating with Canva's API for design operations.

Cisco FMC MCP Server

A read-only Model Context Protocol server that enables LLMs to query Cisco Firepower Management Center (FMC) for firewall configurations, network objects, and deployment status. It features automatic token management and built-in rate limiting to safely interact with FMC 7.4.x instances through natural language.

DirectAdmin MCP Server

An MCP server that enables AI agents to manage DirectAdmin hosting panels via the Model Context Protocol, covering tasks like SSL certificate management, firewall/CSF controls, user/domain administration, and system operations through a secure, role-based interface.

OpenGym Coach

Enables ChatGPT to manage fitness routines, guided sessions, workout history, body weight tracking, and statistics through a remote authenticated MCP server with read and write tools.

Invoice MCP Server

Enables the generation of professional PDF invoices and their distribution via email using customizable templates. It allows users to create, manage, and send invoices with standard business fields like tax rates and line items through natural language.

Conselho Nacional de Justiça: Improbidade Administrativa e Inelegibilidade

Enables users to query official CNJ data on administrative improbity and ineligibility. Provides a read-only MCP tool with prepaid usage, compatible with multiple clients.

Customer-Try

MCP server for intelligent car sales customer service, providing inventory search, stock checking, and price quoting tools.

Vybe Virtual Try-On MCP Server

A FastMCP server that provides virtual try-on functionality through the Replicate API, allowing users to visualize how clothing items would look on models.