Discover Awesome MCP Servers

architectos

Analyzes repositories, explains architecture, calculates change impact, and enforces guardrails for AI Agents like Claude Code, Cursor, and Codex via MCP tools.

stackoverflow-mcp-server

Enables AI assistants to search and access Stack Overflow content, including questions, answers, and error solutions.

mcp-angular-cli

mcp-angular-cli

gsc-mcp-server

MCP server for Google Search Console, enabling querying search performance, listing properties, and inspecting URL indexing status from MCP-compatible clients.

obyte-mcp

A local MCP server that enables AI tools to query Obyte blockchain data including balances, units, autonomous agent state and dry runs, and token symbols, supporting both mainnet and testnet.

arch-niri-mcp

Enables AI assistants to inspect, control, and automate Arch Linux/CachyOS and the Niri Desktop Environment through natural language, featuring tools for window management, system administration, package queries, and hardware control.

fix-mcp

MCP server for AI-assisted trading operations, enabling agents to diagnose and resolve FIX, OMS, and venue incidents through controlled tools and human approval.

near-intent-swaps

MCP server enabling AI agents to perform cross-chain token swaps through NEAR's intent-based architecture using the Defuse Protocol, with token discovery, quote retrieval, swap execution, and status tracking.

mocoVoice MCP Server

Enables transcription of audio and video files using mocoVoice API, allowing users to start transcription jobs and retrieve results directly from Claude Desktop.

QA Touch MCP Server

Official MCP server for QA Touch, enabling AI assistants to manage test cases, defects, test runs, and more via natural language.

tafel

MCP server that lets Claude Code create explainer videos from plain English requests by writing and rendering manim animations locally, then publishing the result as a shareable artifact.

asset-health-mcp

Provides data-quality validation and anomaly scoring tools so an AI agent can decide whether to dispatch a field technician, while refusing to act on untrusted data.

pi-cli-mcp

Delegates coding tasks to your locally installed pi CLI, inheriting providers, models, and extensions, with persistent sessions and cancellable calls.

nexus-exchange-mcp

An MCP server that exposes the Nexus Exchange API as tools an AI agent can call to read market data and place trades.

directory-indexer

Provides AI assistants with semantic search and read access to local files and directories, enabling knowledge retrieval from indexed content.

Excel Analytics MCP Server

Enables users to analyze local Excel and CSV files through natural language queries and a web dashboard while keeping data local. It supports saving specific analyses as reusable tools and building a custom analytics toolkit within Claude Desktop.

rag-rat

Local repo-intelligence MCP for coding agents: indexes source, symbols, call graphs, git/GitHub history, and source-bound repo memories into local database.

Discourse MCP

Enables AI agents to interact with Discourse forums through search, reading topics/posts, browsing categories and tags, and creating posts. Supports both read-only public access and authenticated operations with configurable write permissions.

NotionMCP Server

A Python server that integrates MCP with Notion to automate documentation workflows and manage Notion pages via LLMs, supporting operations like creating, updating, and searching Notion content.

proofdrop-mcp

Enables AI agents to upload temporary public review artifacts (screenshots, screen recordings) to Neon Storage and obtain shareable URLs for use in GitHub PR descriptions, issue comments, and agent reports.

endpoint-aiops-mcp

Governed AI-ops for managed-endpoint fleets, providing login-storm analysis and patch/config drift detection with built-in audit, budget, and risk-tier governance.

mcp-arcgis-eagan

Enables querying and exploring City of Eagan open geospatial data (parcels, zoning, public works) via ArcGIS Feature Services, supporting dataset search, layer query, and schema inspection through natural language.

Interactive Brokers MCP Server

Provides tools for interacting with Interactive Brokers Gateway to access market data, account summaries, and portfolio positions. It enables users to perform contract lookups, retrieve historical OHLCV bars, and view real-time quotes through natural language interfaces.

Snippets MCP

Enables storing, searching, and managing code snippets using hybrid semantic search and keyword matching with automatic language detection and tag-based organization.

retail-ops-mcp-kit

Provides four MCP servers for retail/CPG operations (ERP, supplier network, email, spreadsheet) with a staged-write safety model that requires human approval for all mutations.

rosetta

Enables translation of Excel files using Claude AI while preserving formatting, formulas, and data integrity.

Claude MCP Custom Tools Server

Provides Claude Desktop with custom tools for math, web search (DuckDuckGo), Wikipedia, ArXiv, and simulated Airbnb searches via MCP.

memory-mcp-server

Gives any AI tool persistent, searchable memory across sessions using hybrid semantic and keyword search, running 100% locally with no API keys or cloud dependencies.

mcp-whatsapp

MCP server that connects AI agents to WhatsApp using the multi-device API, enabling messaging, group management, and more as a regular user.

wrmmax-criativo-mcp

Enables an AI assistant to generate and edit brand-compliant marketing images through MCP tools, including creating visuals from prompts, modifying reference photos, and refining results based on prior output.