Discover Awesome MCP Servers

expense-tracker

Enables natural language expense logging, parsing amounts, currencies, and dates, and storing entries in an Excel file.

Google Flights MCP

A remote MCP server that searches Google Flights for flight information and airport codes. It enables users to find flights, locate airports, and generate travel dates through natural language interactions.

Finviz + SEC EDGAR MCP Server

A free MCP server for stock research combining Finviz screening and SEC EDGAR filings, offering 24 tools for fundamental analysis, insider trades, and financial data without paid subscriptions.

ARCXS Protocol MCP Server

Universal agent registry, discovery, and cross-protocol messaging for any MCP-compatible AI agent, enabling registration, discovery, and message translation across six protocols.

pharma-mcp

MCP server for clinical and pharmaceutical data, enabling search of ClinicalTrials.gov, PubMed, FDA, and ICH guidelines without API keys.

GridProof

Audits spacing, gaps, and element sizes in AI-generated UIs and returns fix hints the agent applies. Tailwind-first, with accessibility fallback.

edstem-mcp

MCP server for Ed Discussion that enables viewing profile, courses, lessons, threads, and submitting slide answers via natural language.

panda-mcp

Turns a comma.ai Panda into a conversational CAN reverse-engineering rig, allowing users to record, diff, find signals, and send frames through natural language with Claude.

air-blackbox-mcp

EU AI Act compliance scanner for Python AI agents. Scans, analyzes, and remediates LangChain/CrewAI/AutoGen/OpenAI code across 6 articles with 10 MCP tools including prompt injection detection, risk classification, and fix code generation.

MCP PostgreSQL Demo

Postgres MCP server can be translated in a few ways depending on the context. Here are a few options: * **Server MCP Postgres:** This is a direct translation and is generally understandable. * **Server MCP untuk Postgres:** This translates to "MCP server for Postgres" and is more explicit. * **Server Postgres MCP:** This emphasizes that the MCP server is related to Postgres. Without more context, it's difficult to say which is the *best* translation. However, **Server MCP untuk Postgres** is likely the clearest and most easily understood.

FactorGuide

Accepts a coupling matrix (covariance, correlation, or precision) and returns zone classifications, optimal factorization strategy, and calibrated risk predictions. Answers: which variable dependencies are load-bearing and which can be safely ignored?

weather-mcp-server

weather-mcp-server

sealchat-agent-mcp

Read-only MCP server that provides tools to fetch SealChat public protocol docs, manifest, channel counts, and chat messages via the HTTP Agent API, without write access or database access.

@runapi.ai/luma-mcp

Enables creating and polling Luma video modification tasks, fetching task status, and checking pricing via the RunAPI API.

@byterover/umami-mcp

A read-only MCP server for Umami analytics, enabling natural language queries of website stats, traffic trends, events, sessions, and analytics reports.

memanto-mcp

Typed semantic memory for Claude. Memory with opinions, designed for regulated B2B agents.

MCP-Upstage-Server

Enables document processing through Upstage AI services including parsing various document formats, extracting structured information with custom schemas, auto-generating extraction schemas, and classifying documents into categories.

MCP YouTube Intelligence

An MCP server for intelligent YouTube video analysis that provides token-optimized summaries, sentiment analysis, and entity extraction from transcripts. It enables AI assistants to perform video reporting, channel monitoring, and comprehensive YouTube searches through structured data tools.

cascade

Cascade is an MCP server that breaks tasks into a dependency graph of subtasks and runs them in parallel using local CLI agents, with live progress monitoring and automatic context management.

AI Gateway MCP

AI Gateway - MCP server providing AI-powered tools and automation by MEOK AI Labs

llm-token-tracker

Token usage tracker for OpenAI and Claude APIs with MCP (Model Context Protocol) support.

memotrust

Verified memory for AI agents — agents propose memories that are quarantined until verified against evidence, and recall() returns only trusted, fresh, and in-scope facts, preventing poisoned or hallucinated data from spreading.

mcp_music_server

MCP server that enables LLMs to search, play, and manage music from multiple platforms (NetEase, QQ, Kugou) and local files, with lyrics retrieval and playback control.

semantic-scholar-mcp

An MCP server that provides access to Semantic Scholar's academic paper database, enabling paper search, detailed retrieval, author info, and citation export.

Chrome MCP Server

Turn your Chrome browser into an AI-powered automation tool, enabling browser control, content analysis, and semantic search via Model Context Protocol.

MCP Server Basic Example

A simple implementation of a Model Context Protocol server that demonstrates core functionality including mathematical tools (add, subtract) and personalized greeting resources.

Pacuare MCP Server

Enables executing SQL queries against the Pacuare database with secure API token authentication, supporting data retrieval, mathematical operations, and aggregations through natural language.

dns-whois-mcp

FastMCP server for DNS lookups and WHOIS domain research. It supports multiple record types and comprehensive domain investigation including parallel lookups and reverse IP resolution.

Claude PM MCP

Turns Claude Code into an engineering project manager by orchestrating feature development with isolated Git worktrees, structured task validation, and approval-gated integration.