Discover Awesome MCP Servers

redflag-mcp

An MCP server that provides queryable access to Anti-Money Laundering (AML) red flag knowledge from regulatory documents. It enables compliance officers to ask natural-language questions and receive relevant, sourced red flags from a local vector database.

CareerMate

CareerMate is an MCP-first, local-only career management tool that stores your career data (profiles, resumes, cover letters, job postings, applications, interview prep) on your computer and exposes it through MCP tools for AI agents to read and write.

GDB-MCP

An MCP server that provides programmatic access to the GNU Debugger (GDB), enabling AI models to interact with GDB through natural language for debugging tasks.

OSF MCP Server

An MCP server for interacting with the Open Science Framework (OSF), enabling search for projects, registrations, preprints, and file management.

@aix/kanbn-mcp

An MCP server that enables AI assistants to interact with Kan boards through the Kanban API, allowing tasks like viewing and managing boards via natural language.

Memos MCP Server

Enables AI agents to interact with Memos instances for personal note-taking and knowledge management. Supports creating, searching, updating, and organizing memos with tags, dates, and visibility settings through natural language.

otel-mcp

An MCP server that emits OpenTelemetry traces, metrics, and logs to OTLP endpoints in various formats. It includes tool-mimicry profiles to generate realistic traffic resembling common tools like nginx, postgres, and AWS Lambda for testing and demonstration purposes.

GitHub PR Template Tools

A MCP server that provides tools for analyzing git changes and suggesting appropriate PR templates, helping automate PR-related workflows.

Enterprise Knowledge Mesh

Enables AI agents to query structured knowledge across enterprise domains (legal, HR, compliance) with metadata-driven filtering and TF-IDF ranking.

local-memory-mcp

A local-first long-term memory system for AI coding agents, exposed as an MCP server.

GetMailer MCP Server

Enables sending transactional emails through GetMailer from AI assistants. Supports email operations, template management, domain verification, analytics, suppression lists, and batch email jobs.

strands-hub-mcp

MCP server to manage agents, prompts, sessions, and metrics using strands-hub data stored in S3. Provides tools for listing agents, creating prompt versions, and querying run metrics.

atest-mcp-server

MCP server for atest (api-testing), enabling natural language interaction with API testing workflows.

Cairo Coder

The most powerful open-source Cairo code generator.

Remote MCP Server Authless

A deployable remote MCP server on Cloudflare Workers that enables the use of custom tools without requiring authentication, allowing integration with AI platforms like Claude Desktop and Cloudflare AI Playground.

Clarifyprompt-MCP

An MCP server that transforms vague prompts into platform-optimized prompts for 58 AI platforms across 7 categories. Send a raw prompt. Get back a version specifically optimized for Midjourney, DALL-E, Sora, Runway, ElevenLabs, Claude, ChatGPT, or any of the 58 supported platforms — with the right syntax, parameters, and structure each platform expects.

mcp-data-providence

Enables querying and searching the Providence Open Data catalog via Socrata SoQL, including dataset search, data querying, and metadata retrieval.

SQLPrism

An MCP server that indexes SQL codebases into a queryable knowledge graph backed by DuckDB, enabling structural SQL queries instead of grep.

PPTX MCP Server

Enables creating, editing, and reading PowerPoint presentations (PPTX) with security features like ZIP bomb protection, macro detection, and path traversal prevention.

MCP Apple Reminders

A Model Context Protocol server that enables AI assistants to interact with Apple Reminders on macOS, allowing users to view lists, retrieve, create, complete, and delete reminders through natural language.

mcp-aider-executor

Enables running aider as a detached background process with git and file tools, allowing LLMs to start code editing processes and check progress asynchronously for agentic swarm behavior.

Corpus-KB

Local end-to-end RAG system for agentic code editors, exposing retrieval-augmented generation via MCP to any compatible client.

DDG Web Search

Enables web search via DuckDuckGo and web content fetching through the Model Context Protocol, allowing AI assistants to search and retrieve web page content.

@shuji-bonji/pdf-spec-mcp

An MCP (Model Context Protocol) server that provides structured access to ISO 32000 (PDF) specification documents. Enables LLMs to navigate, search, and analyze PDF specifications through well-defined tools.

Crypto Indicators MCP Server

Provides real-time cryptocurrency market data and technical indicators (EMA, MACD, RSI, ATR, Bollinger Bands) from Aster DEX with multi-timeframe analysis support for trading pairs like BTC, ETH, and SOL.

SuzyQ MCP Server

Enables chatting with the SuzyQ research co-pilot directly from Cursor IDE, supporting conversation history and multiple active conversations.

kwrds.ai MCP Server

Model Context Protocol server that enables AI assistants to perform keyword research, SEO analysis, and content planning through natural language queries against kwrds.ai's SEO tools.

DiagramZu

diagramzu-mcp lets an AI client (Claude, Cursor, ChatGPT, etc.) author Mermaid diagrams in a shared workspace that a team can read, comment on, embed, and present at a clean URL — rather than just generating a one-off diagram. Hosted endpoint https://mcp.diagramzu.ai/mcp or local npx -y @diagramzu/mcp. Also listed in the official MCP registry as ai.diagramzu/mcp.

GA4 MCP Server

Enables Claude to retrieve and analyze Google Analytics 4 data through 20+ analysis tools, providing insights on traffic, user behavior, conversions, and engagement metrics in Japanese-formatted output.

EverQuest Legends MCP

Read-only Model Context Protocol server for EverQuest Legends public sources, enabling wiki search, news retrieval, and media access without authentication.