Discover Awesome MCP Servers

griptape-mcp

Provides AI assistants with direct access to official Griptape framework documentation and code examples through a pre-built SQLite database. It enables accurate code generation for Griptape agents, pipelines, and nodes by eliminating documentation hallucinations.

Browser Use Heroku

Enables AI agents to control and automate browser actions through an MCP server deployed on Heroku. Supports programmatic browser automation with natural language tasks across multiple LLM providers.

flyte-mcp

Provides AI assistants with accurate Flyte V2 knowledge, patterns, and plugin information to help developers write correct Flyte code. It enables tasks like learning the V2 API, finding examples, selecting plugins, and migrating V1 code to V2.

PocketFlow MCP Server

Brings the PocketFlow tutorial generation methodology to AI assistants, automatically creating comprehensive, beginner-friendly tutorials from any GitHub repository through advanced codebase analysis.

Orchestration MCP

A TypeScript MCP server for launching, tracking, and managing external coding-agent runs across local and remote backends like Codex and Claude Code. It allows top-level agents to orchestrate subagents through tools for spawning tasks, polling events, and handling interactive sessions.

Weather Forecast MCP Server

Provides weather forecast data for any location using the Open-Meteo API, returning temperature, precipitation, cloud cover, humidity, and wind speed for specified date ranges.

MCP Finnhub Server

Provides comprehensive financial market data and news through the Finnhub API. Enables real-time stock quotes, company profiles, financial metrics, analyst recommendations, and market news access.

Korea Building Register MCP

Provides 12 tools to query South Korean building register data, including title sheets, floor details, and official house prices via the data.go.kr API. It enables users to perform smart building lookups and region code searches using natural language.

SpinAI App

Hubspot MCP 서버와 SpinAi 에이전트 통합

sakutto-mcp-server

A production-ready MCP server for AI agents, providing deep web research and RAG capabilities via Cloudflare Workers.

Interactive Feedback MCP

A powerful MCP server that provides interactive user feedback and command execution capabilities for AI-assisted development, featuring a graphical interface with text and image support.

spectrawl

Unified web layer for AI agents. Search across 8 engines, stealth browse with Camoufox/Playwright, manage cookie auth, and act on 24 platforms.

Markdown RAG Documentation

Enables semantic search over local Markdown documentation using hybrid retrieval combining embeddings, keyword search, and graph traversal with automatic file watching and zero-configuration setup.

File Manage MCP Server

Enables LLMs to organize and manage Windows file systems with intelligent file analysis, automated grouping, renaming with date prefixes, and safe operations through dry-run mode and sandbox restrictions.

Agentic Retail MCP System

A full-stack AI application implementing a Model Context Protocol server for retail operations. It enables users to query inventory, analyze pricing elasticity, and get demand forecasts through a conversational interface connected to Firebase Firestore.

depwire

Code dependency graph and AI context engine. 10 MCP tools that give Claude, Cursor, and any MCP client full codebase context — impact analysis, dependency tracing, architecture summaries, and interactive arc diagram visualization. Supports TypeScript, JavaScript, Python, and Go.

Pipeworx

Live data gateway for AI agents. 261 data sources, 961 tools — SEC filings, FDA adverse events, trade flows, mortgage rates, clinical trials, government contracts. Ask questions in plain English with ask_pipeworx.

fakturka-api-mcp

Free Polish VAT invoice generation MCP server with PDF output and preview. No API key required.

Nanonets MCP Server

Converts images, PDFs, Word documents, and Excel spreadsheets to structured markdown using Nanonets OCR, with support for tables, LaTeX equations, and complex layouts.

Fastmail MCP Server

Enables AI models to interact with Fastmail accounts via the JMAP API through the Model Context Protocol. It supports managing emails, accessing usage analytics, and performing account operations using secure token-based authentication.

cometapi

All AI Models in One API 500+ AI Models： https://www.cometapi.com/

Garmin Workouts MCP

Enables creation of Garmin Connect workouts using natural language descriptions. Supports multi-sport workouts with heart rate zones and automatic sync to Garmin devices.

Zoom MCP Server

Zoom 회의 내에서 데이트를 가능하게 하는 AI 지원 서버. 설정하려면 Zoom API 자격 증명 (클라이언트 ID, 클라이언트 보안 비밀, 계정 ID)이 필요합니다.

BlenderMCP

Connects Claude AI to Blender through the Model Context Protocol, enabling AI-assisted 3D modeling, scene creation, material control, and object manipulation. Supports integration with Poly Haven assets and Hyper3D for AI-generated models.

AgentPay x402 — Crypto Data Tools for AI Agents

AgentPay — x402 crypto data gateway on Stellar. 10 live pay-per-call tools: token prices, whale activity, gas tracker, DeFi TVL, Fear & Greed, Dune queries, token security. Agents pay USDC on Stellar. No API keys. Budget-aware sessions.

mcp-csv-analyst

An MCP server that enables AI assistants to load, query, and analyze local CSV files using tools for filtering, aggregation, and grouping. It provides capabilities to describe schemas, calculate statistics, and sample data directly from CSV files.

mcp-server-docker

mcp-server-docker

Conduit

Headless browser with SHA-256 hash-chained audit trails and Ed25519-signed proof bundles. Every browser action is cryptographically recorded and self-verifiable. Built-in stealth via Patchright, multi-engine web search, site crawling, and page monitoring.

Swift Test MCP Server

Enables running Swift package tests through the swift test command in specified directories. Provides a secure way for MCP clients to execute Swift tests without requiring full shell access.

mcp-bitbucket

Access all major Bitbucket Cloud features—repositories, pull requests, issues, branches, pipelines, deployments, and more—using a modern Rust codebase. Expose Bitbucket as Model Context Protocol (MCP) tools, ideal for bots, CI/CD, and workflow automation.