Discover Awesome MCP Servers

Focus Coach MCP

A Model Context Protocol server providing tools for focus assessment, study and deep work planning, digital detox, and comparison of focus methods to improve productivity and reduce distraction.

PostgREST

This is an MCP server for PostgREST. It allows LLMs perform database queries and operations on Postgres databases via PostgREST. This server works with both Supabase projects (which use PostgREST) and standalone PostgREST servers.

mcp-altair-studio

MCP server that enables Claude to control Altair AI Studio for data mining and machine learning tasks, including data import, cleaning, transformation, model training, clustering, association rules, and executing saved processes.

GIM-MCP

An educational interaction management system that uses MCP and Ollama to create and manage flashcards and other learning content. It enables dynamic content generation and transformation through natural language processing using local AI models.

AEGIS Governance

Quantitative governance gate for AI agents. Six gates (risk, profit, novelty, complexity, quality, utility) return PROCEED/PAUSE/HALT/ESCALATE with confidence scores and hash-chained, tamper-evident audit trails. Generates NIST AI RMF and EU AI Act Annex IV artifacts. 10 MCP tools; local stdio and hosted Streamable HTTP with a free tier.

xls-mcp-servers

MCP server for reading and writing .xls (Excel 97-2003) files, enabling data manipulation, sheet listing, and metadata retrieval.

Salesforce MCP Server

Enables authenticated interaction with Salesforce through OAuth Bearer token forwarding. Allows users to make API calls to Salesforce instances while maintaining secure session-based authentication throughout the MCP lifecycle.

servo-fetch

Servo-powered MCP server for JS-aware web fetching, content extraction, crawling, and software-rendered screenshots — Chromium-free single binary.

GOLEM-3DMCP-Rhino-

GOLEM-3DMCP implements the Model Context Protocol to give AI agents direct, programmatic control of Rhino 8 — create geometry, run booleans, drive Grasshopper, capture viewports, and execute arbitrary Python scripts, all through natural language. Works with Claude Code, Cursor, Windsurf, and any MCP-compatible host.

Remote MCP Server on Cloudflare

my-mcp-server(without auth)

mcp-wiki

Exposes any project wiki to AI assistants with features like fuzzy search, content search, lazy loading, and auto-reload.

A2A Client MCP Server

Enables LLMs to interact with Agent-to-Agent (A2A) protocol compatible agents, allowing them to send tasks, receive responses, track task status, and query agent capabilities through the Model Context Protocol.

youtube-mcp

Local YouTube MCP server for turning public video, channel, and playlist URLs into structured context, with bounded comment retrieval, timestamped captions, and owned-playlist management using your own Google Cloud credentials.

HidrateSpark MCP Server

Enables tracking hydration, analyzing water intake patterns, and managing HidrateSpark smart water bottle data through Claude Desktop.

Icecast MCP Server

Analyzes and optimizes Icecast streaming server configurations with automated security audits, performance recommendations, and capacity planning for internet radio stations.

playwright-mcp-hosts

Custom hosts mapping for Playwright MCP server, enabling browser automation to resolve hostnames to arbitrary IPs without modifying system /etc/hosts.

agent-reach-mcp

Provides 13 internet platforms as MCP tools for AI agents, enabling read, search, and interaction with services like web, YouTube, Twitter, and Reddit via a production-grade MCP server.

Peckish

Order food on DoorDash — search stores, compare real fee-included totals from live quotes, and build carts; placing an order always requires a human approval dialog (fail closed without elicitation). Local macOS server driving DoorDash's official dd-cli.

Expense Tracker MCP Server

MCP server for tracking expenses with SQLite storage, enabling users to add, list, and summarize expenses by category.

RULER MCP

MCP server for reading, aggregating, suggesting, and applying price rules (floors) from ActiveView with a confirmation flow, designed for AI agents to analyze and adjust monetization.

SkillGuard

Enables scanning of Claude Code skills, plugins, or MCP servers for malware before installation via static analysis.

e-language-codex-mcp

Enables Codex to read, write, and design windows for E-language (易语言) programs using official IDE APIs, allowing natural language control of development workflows.

writers-muse-mcp

An MCP server that analyses a writer’s style and generates a blog post.

MCP Weather Project

An MCP server that provides real-time weather alerts for US states using the National Weather Service (NWS) API. It also includes utility features for message echoing and generating customizable greeting prompts.

agentminds-mcp

MCP server for AgentMinds collective intelligence platform, enabling AI agents to scan websites for security/SEO/performance issues, pull personalized recommendations, and share findings across the network.

Lithuanian Cybersecurity MCP

Query Lithuanian cybersecurity data — regulations, decisions, and requirements from NKSC — directly from AI assistants.

blacksmith-mcp

Enables interaction with Blacksmith CI analytics to query workflow runs, jobs, test results, and usage metrics. It provides detailed access to CI/CD data including job logs and billing information directly through Claude.

Agentic HEC-RAS

MCP server that enables natural-language-driven, headless HEC-RAS modeling, letting agents inspect, edit, run, compare, and plot 1D/2D hydraulic models without the GUI.

CodeGraph Memory MCP Lite

Local-first MCP-style code memory for research repositories: enables file search, Python symbol extraction, import graph, and repo context packs.

Upstox Market Data MCP Server

Gives ChatGPT or Claude live access to Upstox option chain, OI data, market quotes, and option contracts via read-only Analytics Token.