Discover Awesome MCP Servers

Debug MCP

A debugging gateway for distributed systems that provides 17 tools for interacting with AWS CloudWatch, Step Functions, LangSmith, and Jira. It enables efficient log analysis, workflow tracing, and ticket management while significantly reducing token usage through a single-interface discovery pattern.

Cloudflare Memory MCP

Provides a per-project memory layer with plain notes, semantic vector recall, and a knowledge graph, all hosted on Cloudflare's free tier. It includes a web dashboard for browsing projects and deleting them.

valeo-connector

MCP server that provides summary-level Valeo Health member data to Claude, enabling users to ask about labs, programs, appointments, and supplements.

Hono Math MCP Server

Enables LLMs to perform basic mathematical operations (add, subtract, multiply, divide) through a Model Context Protocol server built with Hono and deployed on Vercel. Provides type-safe calculator tools that can be accessed by any MCP-compatible client.

mcp-listen-notes

Enables searching podcasts, episodes, curated content, and people, as well as retrieving top podcasts via the Listen Notes API.

substack-mcp

Enables searching, filtering, and exporting Substack blog posts via MCP tools, with full-text search, caching, and citation generation.

mcp-price-scout

Enables scraping LLM inference pricing from websites like Cloudrift, DeepInfra, Fireworks, and Groq, storing results in SQLite for cost comparison.

Amazon Q Custom Prompt MCP Server

Provides custom prompts for Amazon Q by serving markdown files from the local filesystem as prompt templates through the Model Context Protocol.

Clockify MCP Server

Clockify에서 시간 항목을 관리하는 MCP 서버

Thenvoi MCP Server

Provides seamless integration with the Thenvoi AI platform, enabling AI agents and users to manage agent identities, create and participate in chat rooms, send messages with mentions, post execution events, and manage conversation lifecycles.

SABnzbd MCP

Enables managing a SABnzbd Usenet downloader through natural language, including queue control, history browsing, adding downloads, and speed adjustment.

firecrawl-pool-proxy

Multi-key proxy for Firecrawl API that rotates API keys on credit exhaustion and falls back to keyless free tier for search/scrape.

TradingView MCP Jackson

MCP server for controlling TradingView Desktop via CDP, enabling chart navigation, Pine Script development, replay trading, and a morning brief workflow with customizable rules.

MCP Selenium WebDriver

A complete Model Context Protocol server that implements Selenium WebDriver for browser automation with advanced detection evasion capabilities, multi-browser support, and comprehensive web interaction functionalities.

ClaudeArmy

An MCP server that enables Claude to orchestrate multiple autonomous Claude Code agents working in parallel across different projects, with tools to dispatch, monitor, and manage their progress.

open-memory

Gives AI tools (Copilot, Claude, etc.) access to a personal knowledge base stored as plain markdown files, indexed and searched via QMD (BM25 + vector embeddings).

timetta-mcp

MCP server that exposes the Timetta OData API as a universal query gateway, allowing users to list, describe, and query OData entities through natural language.

Hong Kong Payments MCP

Lets AI agents accept payments in Hong Kong via Stripe hosted checkout, supporting cards, Apple Pay, Alipay, and WeChat Pay.

imgw-mcp

Provides real-time access to Polish meteorological and hydrological data from IMGW-PIB, including weather observations, river levels, and weather warnings, without requiring an API key.

cran_mcp

MCP server providing up-to-date R package documentation, package metadata, check status, help topics, and R release information directly from CRAN.

gitingest-mcp

An MCP server that wraps gitingest to enable Claude Code to analyze GitHub repositories, providing access to code structures, statistics, and full content. It facilitates the creation of structured study notes and supports both public and private repositories through the Model Context Protocol.

Dolbom Navi MCP

A remote MCP server for navigating Korean senior-care support, routing questions across welfare, medical, and administrative services using official sources.

HumanProof

Agent trajectory scorer for human-likeness — flags bot-like patterns in automated workflows before they reach production.

Social PostLint-MCP

Checks a social post against a platform's real character limit before it ships — X bills every URL at 23 characters and weights non-Latin script at 2, while Bluesky and Mastodon count grapheme clusters. Covers X, X Premium, Bluesky, LinkedIn, Threads, Mastodon, and Discord, with no credentials and no network access.

Neural-Stimulus

An MCP server that provides persistent semantic memory for LLMs by building a concept graph with vector search. It enables storing, linking, and retrieving concepts across conversations using Turso vector search and 256-dimensional embeddings.

freshprobe

Data freshness verification for AI agents. Probes endpoints for HTTP cache staleness, latency percentiles, content fingerprinting, TLS certificate health, DNS timing, and redirect chains. Returns deterministic FRESH/STALE/UNKNOWN JSON verdicts with policy evaluation and NIST AI RMF mapping.

Codex Vault

MCP server for browsing Obsidian-compatible Markdown vaults, searching notes, viewing backlinks and knowledge graphs, and adding selected content to chat context.

Bayarcash MCP Server

Enables AI-powered payment management for Bayarcash, allowing users to create payment links, check transaction status, and manage Malaysian payment methods (FPX, DuitNow, e-wallets) through natural language.

notra

Enables LLM clients to manage posts, brand identities, integrations, schedules, chats, and skills through the Notra API.

Unicode Puzzles MCP

Creates and manages encoded messages using zero-width characters and advanced Unicode steganography techniques, enabling quantum-themed puzzle generation with hidden secrets.