Discover Awesome MCP Servers

Figma Live Design QA MCP

Compares Figma frames to live pages, checking colors, fonts, and border radii, and generates a shareable HTML report.

slack-mcp

Read-only MCP server for Slack with OAuth 2.1 authentication, enabling message retrieval, thread replies, search, user and channel listing.

ScamVerify

AI-powered threat verification across 6 channels: phone numbers, URLs, text messages, emails, documents, and QR codes. Analyzes threats against 10M+ intelligence records from FTC, FCC, URLhaus, ThreatFox, and community reports, returning risk scores, verdicts, and detailed signals.

LLM Router MCP

Route prompts intelligently across Claude, Gemini, and GPT-4o, automatically picking the best model for every task while minimizing token cost.

ClinicalTrials.gov Intelligence MCP

Analyzes clinical trial site feasibility, enrollment velocity, eligibility criteria, and benchmark performance across ClinicalTrials.gov's registry via a structured MCP interface.

vault-cortex

MCP server for Obsidian vaults — search, memory, link graph, 23 tools, OAuth-protected. Runs locally via Docker or remotely with Obsidian Sync + OAuth 2.1.

@missionsquad/mcp-rss

MCP server for fetching, parsing, and managing RSS feeds. Features Fetch and parse RSS/Atom feeds In-memory caching with TTL Batch fetching of multiple feeds Monitor feeds for new items Search content across multiple feeds Extract and format feed content

token-risk-check

MCP server that evaluates memecoin tokens for scam/rug-pull risk, providing a verdict and risk report using live data from RugCheck and DexScreener.

mcp_demo

MCP 데모 IP 주소 조회

storebridge-mcp

Provides MCP tools to search and retrieve Apple App Store and Google Play app data, including app details, reviews, charts, developer info, and ASO keyword/rank estimates.

XCS221 Course Guide MCP Server

Helps AI agents answer XCS221 course logistics questions (e.g., deadlines, pacing, repositories) from static in-repo data without external APIs.

github-changelog-mcp

Turns raw GitHub commit history into a categorized, human-readable changelog directly inside Claude or any MCP-compatible client.

Crypto News & Market MCP Server

Enables fetching crypto news, prices, market data, fear & greed index, and trending coins from various free sources, deployable online.

SRI

MCP server inspector that reads a server's published source code and reports findings with file:line evidence, helping users assess what an MCP server does before connecting.

agy-bridge

This MCP server bridges Codex to Antigravity CLI, allowing Codex to delegate coding tasks (e.g., code modification, testing, and fixing) to Antigravity within specified project directories.

Excel Analyser MCP

Enables efficient reading, analyzing, and querying of Excel, CSV, and JSON files with support for chunked processing, column/field filtering, and streaming for large datasets. Supports multiple transport protocols (stdio, HTTP, SSE) for flexible integration.

conKurrence

AI evaluation toolkit that measures inter-rater agreement (Fleiss' κ, Kendall's W) across multiple LLM providers. Evaluate prompt reliability, detect contested outputs, and track consensus trends over time.

Weather API MCP Server

Claude와 같은 AI 어시스턴트가 실시간 날씨 데이터를 검색하고 해석할 수 있도록 하는 경량 모델 컨텍스트 프로토콜(MCP) 서버.

YouTube MCP Server

A local MCP server that connects Claude to your YouTube channel, enabling video analysis, performance tracking, comment reading, and niche suggestions.

RSS MCP Server

Enables interaction with RSS readers that support the FreshRSS API through natural language. Allows users to manage and query their RSS feeds and articles via LLM conversations.

maitabi-mcp-server

Enables searching and extracting mountain bus tours, alpine trekking, and general tour information from Maitabi (毎日新聞旅行), providing tour search, details, and calendar tools via MCP.

MCP Camera Tool

Enables AI assistants to access and control network cameras to capture images and perform analysis including brightness detection, color distribution, and edge detection.

basic-mcp

A minimal MCP server for text processing, providing word count, uppercase conversion, and a summarization prompt template.

Onchain MCP Server

Provides tools for querying onchain data across 12+ blockchain networks, including token balances, transaction analysis, and smart contract security auditing. It enables users to interact with multiple EVM-compatible chains and perform deep contract evaluations through natural language interfaces.

obsidian-gate

Enables AI agents to read, search, write, and link notes in an Obsidian vault via MCP tools and resources.

@lmdat/google-sheets-oauth-mcp

Enables local MCP server for reading, writing, creating Google Sheets and charts via OAuth, acting as the logged-in user without manual sharing.

SpacetimeDB MCP Server

Enables AI assistants to interact with SpacetimeDB instances, query tables, call reducers, and manage database operations.

engineer-mcp

MCP server for mechanical engineering calculations, giving coding agents verified answers for beams, bolts, shafts, bearings, stress, sections, and units with formulas and citations.