Discover Awesome MCP Servers

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.

OpenShift SRE Copilot

AI-powered MCP server for enterprise OpenShift/Kubernetes cluster management, providing diagnostic tools, RAG knowledge retrieval, and autonomous remediation recommendations.

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.

Slack MCP Server

Enables interaction with Slack workspaces through comprehensive integration capabilities. Supports channel management, messaging, thread replies, reactions, and message history retrieval through natural language commands.

Sitemap MCP Server

Sitemap MCP Server

featurepulse-mcp

A Model Context Protocol server for FeaturePulse feedback management, enabling AI assistants to query feature requests, analyze MRR impact, and manage product roadmaps through natural language.

agent-mail-mcp

MCP server that lets AI agents create reviewable physical mail drafts, validate quotes, and pay for postage via MPP or x402 protocols.

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.

@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.

bexio-mcp

MCP server for the bexio API, enabling interaction with contacts, sales, accounting, projects, and more through 35 tools. Supports both PAT and OAuth authentication with read-only mode and tool group filtering.

Zendesk MCP Server

Enables comprehensive management of Zendesk tickets, comments, and Help Center articles through tools for searching, creating, and updating content. It includes specialized prompts for ticket analysis and response drafting to streamline support workflows.

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.

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 服务器

Audio Separation MCP Server

Enables audio source separation into vocals and instruments using ComfyUI MelBandRoFormer models via a set of MCP tools.