Discover Awesome MCP Servers

MCP RAG Server

Enables AI assistants to search and retrieve information from your knowledge base using RAG (Retrieval-Augmented Generation) with hybrid search, document indexing, and ChromaDB vector storage.

NowCoder ACM Problem MCP Server

Enables interaction with public NowCoder ACM problem pages. Supports fetching problem data and checking health status.

SQL Server MCP Server

Enables Cursor AI to interact with SQL Server databases, including querying, schema exploration, report generation, and chart creation.

Trello MCP Server

MCP server that integrates Trello with AI agents, enabling natural language management of boards, lists, cards, checklists, attachments, and custom fields.

mcp-server-demo

Validates OpenAPI specs from files, inline content, or URLs, and generates prompts for agent developers based on the API analysis.

kuzudb-mcp-server

A Model Context Protocol server that provides access to Kuzu databases. This server enables LLMs to inspect database schemas and execute queries on provided kuzu database.

Windsurf AI Interceptor

An MCP server that automates the continuation of AI tasks by intercepting tool calls and injecting user instructions directly back into the execution flow. It eliminates the need for manual 'continue' prompts, enabling an uninterrupted and automated code generation loop.

M365 MCP Server

A secure remote MCP server that integrates Microsoft 365 services with AI assistants, enabling email, calendar, Teams, and contact operations via the Microsoft Graph API.

Django AI Boost

A Model Context Protocol (MCP) server for developing Django applications. It exposes Django project information through MCP tools, enabling AI assistants to better understand and interact with Django codebases.

MHTL Warehouse MCP Server

Enables Claude to query a local DuckDB warehouse containing mock motorcycle-loan data, with tools for customer search, insights, and read-only SQL queries.

crypto-trending-mcp

An MCP server that tracks the latest trending tokens on CoinGecko.

MCP Embedding Storage Server

Enables storing and retrieving information using vector embeddings with semantic search capabilities. Integrates with the AI Embeddings API to automatically generate embeddings for content and perform similarity-based searches through natural language queries.

mcp-tiktok-brand-presence-mapper

Resolves TikTok handles or company domains to brand accounts, returning follower, like, video counts, verification status, and more.

AI Compliance Calendar MCP Server

Tracks AI regulations, deadlines, risk assessments, and policy updates across multiple global jurisdictions, helping users stay compliant with evolving AI laws.

MISP MCP Server

Provides read-only access to MISP threat intelligence data, enabling event and attribute search, tag and taxonomy browsing, and galaxy lookups through natural language.

TAK Server MCP

A Model Context Protocol server that integrates TAK Server with AI systems, providing geospatial-aware tools for querying, analyzing, and interacting with tactical data.

WhatsApp MCP

Human-in-the-loop approvals and notifications for AI agents via WhatsApp. Enables Cursor, Claude Code, and autonomous AI agents to reach users away from their computers.

mcp-jobs

Enables natural-language job search and aggregation from multiple recruitment websites with zero configuration, providing filtered results and standardized output for AI assistants.

MCP Docs Server

A centralized MCP server for internal technical documentation that integrates with IDEs like Claude Code and VS Code, enabling semantic search and management of Markdown documents via natural language.

pocket_disasm

Enables coding agents to manage multiple isolated IDA Pro analysis sessions concurrently through a single MCP endpoint, allowing them to open, inspect, save, and close binary analysis sessions without launching multiple IDA windows.

ManaMurah MCP Server

An AI-optimized Model Context Protocol server for querying Malaysian consumer goods prices from official KPDN Pricecatcher data, enabling natural language price searches and comparisons across regions.

Algeria Payments MCP

Enables AI agents to accept payments in Algeria via EDAHABIA and CIB interbank cards through Chargily Pay's hosted checkout.

Tailor

Unified AI coding-agent framework combining Spec-Driven Development (SDD), AST semantic code reuse, and progressive project memory (.ai/) for Claude Code, Cursor, Windsurf, and Zed.

Atlassian MCP Server

A read-only MCP server that enables querying and searching Atlassian Confluence pages and Jira issues through their REST APIs. Supports retrieving content by ID or URL, searching using CQL/JQL, and listing spaces and projects.

maimemo-mcp

A read-only MCP server that provides access to Maimemo study data, including vocabulary progress, word lists, and notepads. It supports both stdio and HTTP transports with authentication and rate limiting for secure data access.

archilles

Enables semantic search over local Calibre libraries via MCP, allowing AI assistants to query books, annotations, and export bibliographies while keeping data private.

review-gate-mcp

An MCP server that extracts fields from documents and holds uncertain extractions for human review, ensuring high confidence data flows automatically while uncertain cases are resolved manually.

session-vault

Discover, archive, catalog, and verify OpenCode sessions with remote upload support.

cxg-census-mcp

Enables LLM agents to query the CZ CELLxGENE Census single-cell atlas with ontology-aware filters, cost caps, and full provenance, allowing natural language questions about cell types, tissues, and gene expression.

Adobe Express MCP Server

Enables Adobe Express add-on developers to scaffold projects, access code examples, query SDK documentation, and get implementation guidance for building Adobe Express add-ons.