Discover Awesome MCP Servers

mcp-semanticscholar

Enables AI agents to query the Semantic Scholar Academic Graph for scholarly paper data, supporting tools for search, retrieval, and analysis.

Excel MCP Cleyrop

Generates formatted Excel (.xlsx) files from user requests and deposits them into Cleyrop project data.

flow-mcp

Enables 0-credit AI image generation and credit-billed video generation (Veo/abra) through your local Chrome session, requiring no API keys or third-party proxies.

UK ONS MCP Server

Enables access to official UK Office for National Statistics data including demographics, economics, and social statistics through the ONS Beta API. Supports browsing, searching, and querying datasets with built-in shortcuts for popular statistics like inflation, regional GDP, and wellbeing data.

ROS2 MCP Server

Enables AI tools to interact with ROS2 robotics systems through natural language commands. Supports topic publishing/subscribing, service calls, message analysis, and auto-discovery of ROS2 interfaces for debugging and controlling robots.

다정키 (Dajungkey)

An MCP server that rewrites couple messages to be warmer and prevents fights, with tools for tone adjustment and cooldown suggestions.

REVAID MCP Server

MCP server for REVAID knowledge base with OAuth 2.1 authentication, providing tools for concepts, propositions, relations, and session management.

RSpace MCP Server

A proof-of-concept server that enables LLM agents to interact with RSpace API endpoints using the Model Context Protocol, allowing AI assistants to access and manipulate research data in RSpace.

base-flash-arb-mcp

Arbitrage detection across DEXes on Base. Scan pairs, detect price gaps, estimate profit, simulate flash loan routes.

truth-anchor-agent

An MCP server that provides fact-checking capabilities and truth anchoring for AI agents using verified data sources.

Oura MCP Server

Enables AI assistants to access your Oura Ring health data through OAuth2-authenticated API calls.

Akamai Edge Diagnostics MCP Server

Enables LLM clients to run Akamai edge diagnostics (DNS, MTR, curl, error analysis, etc.) and manage support cases via the Model Context Protocol.

@invoket/mcp

MCP server that gives AI agents paid access to Invoket APIs, with discovery-driven tools, spending caps, and non-custodial payments via x402.

flare-mcp

MCP server for Flare Network enabling natural language queries of FTSO price feeds, FAssets, balances, and FDC attestations.

News MCP Server

A smart news search server that automatically switches between multiple news APIs when one reaches its limit, enabling reliable searching across 20+ languages without worrying about API quotas.

AddressIntel MCP

A read-only MCP server that exposes SF Peninsula building-permit and parcel-buildability data, enabling queries on permits, SB 9 eligibility, ADU potential, and redevelopment leads.

MCP Workbench MCP Server

Enables AI agents to programmatically inspect, test, and validate other MCP servers by exposing MCP Workbench capabilities as structured tools. It supports automated test spec generation, execution, and detailed failure analysis to ensure server reliability.

Expo Dev Build MCP Server

Enables Claude to interact with physical iOS devices running Expo development builds via USB or network tunnels. It supports capturing screenshots, streaming system logs, managing applications, and retrieving device information through natural language.

Godot 4 Runtime MCP Server

Enables AI assistants to interact with running Godot 4 C# games in real-time, providing scene tree inspection, signal debugging, runtime property modification, and enhanced logging capabilities through 48 MCP tools.

gdocs-comments-mcp

Enables adding inline, range-anchored comments to specific text fragments in Google Docs, overcoming the limitation that Google APIs cannot create anchored comments.

Google Sheets MCP Server

Provides comprehensive Google Sheets integration for creating, reading, updating, and managing spreadsheets programmatically via tools like batch updates and range operations. It enables automated workflows for data analysis, project management, and synchronization within the Model Context Protocol.

mp_sp_inquerito_civil-mcp

Enables consultation of Brazilian Ministério Público SP civil inquiry data from official sources via a read-only MCP server.

Practera MCP Server

An integration server that allows AI models to query Practera's GraphQL API for learning data, enabling LLMs to analyze and manipulate educational projects and assessments.

Frontline Copilot MCP Server

Enables store managers to query and triage customer review insights conversationally, including store health, open tasks, and critical alerts, by connecting Claude Desktop to Airtable and Slack.

OpenDART MCP Server

Enables Claude to access the Korean Financial Supervisory Service's OpenDART API for corporate filings, financial statements, and disclosures.

goofish-cli

MCP server for automating Xianyu (Goofish) marketplace operations: publish, manage items, handle IM messages, and more via CLI or AI agents.

payclaw-mcp

Tokenized user identity and virtual Visa cards for AI agents. Delegated user commerce- on existing Visa rails.

presidio-hardened-x402-mcp

A pre-payment safety gate for x402 that screens payment metadata for PII, enforces spending policies, and detects replay attacks before signing.

Agentovka

MCP server for accessing Czech datové schránky (ISDS) with legal semantics. Enables AI agents to safely read, send, and archive messages while respecting delivery triggers and deadlines.