Discover Awesome MCP Servers

requirements-risk-analyser

AI-powered pipeline that analyzes user stories and PRDs for gaps, ambiguities, and missing acceptance criteria before coding, with MCP tools for requirement analysis and risk reporting.

TensorFeed

Real-time AI industry intelligence MCP server. 6 free tools (news, status, pricing, today summary, agent activity, MCP registry snapshot) plus 13 paid tools (routing, news search, history series, cost projection, deep-dive, comparison, webhook watches). Pay-per-call in USDC on Base, no accounts.

RollDate MCP

Helps AI agents install and integrate the RollDate vanilla JS scrolling date picker into projects.

MCP Jieba Server

Provides high-performance Chinese text segmentation, POS tagging, and keyword extraction using Rust-based Jieba implementation. Supports both local STDIO and remote HTTP deployment modes.

rive-mcp

Enables creating, editing, inspecting, rendering, and live-previewing Rive (.riv) animations directly from Claude without needing the Rive editor or cloud subscription, including building .riv files from scratch and a local web studio for human-AI collaboration.

Loopbreaker

Provides tools for agents to manage a local review graph, tracking acceptance behaviors, evidence, review passes, and human waivers to decouple review convergence from shipping readiness.

computer-control-mcp

Enables computer control via mouse, keyboard, OCR, and screen/window management, similar to Anthropic's computer-use.

z/OS FTP MCP Server

Enables interaction with z/OS mainframe systems via FTP, including dataset listing/download/upload, JCL job submission and monitoring, with advanced text processing and pagination support.

PABS MCP Server

Provides AI coding tools with live access to product strategy including briefs, hypotheses, competitor analysis, PRD, and strategic pulse for context-aware development.

movmint-fx-mcp

Exposes two tools (get_fx_quote, capture_fx_quote) that LLM clients can call to get live FX rates and execute trades.

SNHP

Free negotiation math for AI agents. Provides optimal next moves in any negotiation, single-price and multi-issue, runs locally, with optional paid receipted sessions and encrypted agent memory.

remark-mcp

Enables AI assistants to browse and read documents from a reMarkable tablet connected via USB, rendering PDF pages as images for the AI to see.

Microsoft 365 Core MCP Server

Provides comprehensive management of Microsoft 365 services including Exchange, SharePoint, Teams, Azure AD, Intune device management, security & compliance frameworks, and universal access to 1000+ Microsoft Graph API endpoints with advanced features like batch operations, delta queries, and real-time webhooks.

TachiBot MCP

Multi-model AI orchestration platform with 64 tools across 12 AI providers, enabling intelligent workflows from any MCP client.

Finance Manager MCP

Enables self-hosted personal finance management for MCP clients by connecting read-only bank accounts via SimpleFIN, syncing transactions into a local SQLite database, and exposing tools to query balances, spending, budgets, cash flow, and net worth.

Keboola Explorer MCP Server

This server facilitates interaction with Keboola's Storage API, enabling users to browse and manage project buckets, tables, and components efficiently through Claude Desktop.

CozoDB Memory MCP Server

Local-first memory for Claude & AI agents with hybrid search, Graph-RAG, and time-travel, runs entirely on your machine.

Org-roam MCP Server

Enables interaction with org-roam knowledge bases, allowing search, retrieval, creation, and linking of notes while respecting org-roam's file structure and conventions.

FastMCP Document Analyzer

A comprehensive document analysis server that performs sentiment analysis, keyword extraction, readability scoring, and text statistics while providing document management capabilities including storage, search, and organization.

optionslab

Options analytics MCP server providing 40+ tools for options chain data, position valuation, Greeks, charts, and volatility analysis.

DB Query MCP

Query SQLite databases via AI — safe read-only mode

advanced-seo-mcp

Provides AI agents with professional-grade SEO capabilities including on-page analysis, technical audits, PageSpeed insights, and Ahrefs data integration.

Useful-mcps

다음은 작고 유용한 MCP 서버 목록입니다: * docx\_replace: 워드 문서에서 태그를 교체합니다. * yt-dlp: 챕터를 기반으로 챕터와 자막을 추출합니다. * mermaid: mermaidchart.com API를 사용하여 이미지를 생성하고 렌더링합니다.

mcp-rag-mini

A minimal RAG service that exposes a vector index for document retrieval via REST and MCP, allowing querying for relevant document chunks and returning a suggested LLM prompt.

HA Admin MCP

An MCP server for safely previewing, creating, validating, editing and rolling back AI-managed Home Assistant automations.

GitHub MCP Server

Connects Claude directly to GitHub repositories for reading code, making changes, committing, and managing branches and pull requests.

Pedalpalooza MCP Server

Fetches bike ride events from the Pedalpalooza calendar and allows LLMs to query rides by date, pace, difficulty, and family-friendliness.

legalize-mcp

A read-only MCP server providing access to national legislation from 37 jurisdictions via the legalize-dev corpus, with tools for searching, retrieving laws, and browsing reform history.

openfinance-br-mcp

Enables Claude to interact with the Open Finance Brasil APIs, allowing users to query accounts, balances, transactions, credit cards, PIX keys, initiate PIX payments, and view investments across supported Brazilian banks using natural language.

African Market OS - MVR API

Read-only relational-readiness preflight for AI agents evaluating market trust, permission, evidence gaps, pilot readiness, and scale readiness in African and other high-context markets.