Discover Awesome MCP Servers

cross-validated-search

Universal Search-First Knowledge Acquisition Plugin for LLMs. Enables real-time web search and deep page browsing via MCP or CLI. Zero-cost, privacy-first, supports DuckDuckGo, Bing, Google, Brave, Wikipedia, Arxiv, YouTube, Reddit and more.

SheetsData MCP

Provides AI agents with instant, structured access to electronic component datasheets, pinouts, and electrical specifications without requiring PDF uploads. It enables seamless part searching, design validation, and side-by-side component comparisons across major hardware providers.

ESCAP Data Explorer MCP Server

An MCP server that provides official statistical data for development indicators in Asia-Pacific. It wraps the ESCAP Data Explorer API, letting any MCP-compatible host query SDG and thematic data through natural language.

Mailbridge for Apple Mail

Enables using Apple Mail accounts to search, read, manage, draft, and send messages from Codex or Claude Code locally.

AI Casino MCP Server

Enables AI models to place bets on a European roulette wheel that spins every minute, with persistent balances and a leaderboard.

octave-mcp

Enables Claude Code to run GNU Octave code for numerical computation, plotting, and deep learning inference via system calls.

Ombre Brain

A long-term emotional memory system for Claude, enabling persistent, cross-conversation memory with emotional tagging using Russell's valence/arousal model and natural forgetting curves.

Zipcode Search MCP Server

Provides Japanese postal code to address lookup functionality that can be integrated with AI assistants and other MCP clients.

YHT Bilet MCP Server

Enables searching Turkish high-speed train (YHT) tickets via TCDD API. Supports real-time availability, station name resolution, date formatting, and passenger count.

DataWorks MCP Server

Cermin dari

Eurostat TAM MCP server

Pulls enterprise counts by NACE Rev.2 activity and size class from Eurostat and buckets them into SME and 250+ categories for the DTM TAM model, with tools to fill TAM spreadsheets directly.

Errata Tool MCP Server

FastMCP server that enables AI assistants to integrate with Red Hat Errata Tool, allowing access to product information and advisory details through authenticated API calls.

doc-lib-mcp

A Model Context Protocol server for ingesting, chunking and semantically searching documentation files, with support for markdown, Python, OpenAPI, HTML files and URLs.

vnc-mcp

Enables MCP-compatible LLMs to interact with any desktop accessible over VNC, providing tools for screen reading (OCR), mouse and keyboard control, and automation.

Bitbucket MCP

Connects Claude Desktop and Claude Code to Bitbucket Cloud, enabling searching PRs, commits, diffs, and file content for AI-assisted bug triage and impact analysis.

Mern-Chat-App MCP Server

This MCP server bundles a filtered copy of the Mern-Chat-App repository and exposes tools to list, read, and search files, as well as retrieve architecture overviews and file summaries.

TradeMemory Protocol

An MCP server that provides AI trading agents with persistent, outcome-weighted memory to learn from historical performance and detect behavioral biases. It enables agents to automatically adjust strategies and optimize position sizing based on context-aware recall of past trade outcomes.

skill-forge-mcp

An MCP server that exposes the Agent Skill creation guide (9 phases) as MCP resources, enabling AI agents to build SKILL.md files on demand.

FortiOS 7.6.x MCP Server

A complete MCP server for Fortinet FortiOS 7.6.x that exposes the entire REST API as typed MCP tools for use with MCP-compatible clients like Claude Desktop.

Roblox AI Agents

Enables AI agents to build and edit Roblox Studio places by inspecting, generating terrain, geometry, and code, with validation and iteration.

SEFAZ PR: NFC-e

Consulta NFC-e do Paraná em fonte oficial via MCP, com uma ferramenta somente leitura e pagamento pré-pago por consulta.

MunicipalMCP

Provides programmatic access to municipal codes, ordinances, and zoning regulations from thousands of US cities and counties through the Municode digital library, enabling search, navigation, and retrieval of local government legal documents.

MCP Kandinsky

MCP server that generates images from text prompts using the Kandinsky AI via official API.

MCP Claude Context Server

A powerful MCP server that extracts, stores, searches, and analyzes Claude.ai conversations with SQLite database, semantic search, and multiple export formats including Obsidian and PDF.

mcp-toolkit-server

An MCP server providing secure calculation, knowledge base search, and text statistics tools, along with resources and prompts for enterprise agent integration.

dutch-gov-mcp

An unofficial MCP server providing access to Dutch government open data from data.overheid.nl, CBS statistics, and KVK business registry. Enables natural language queries for discovering datasets, inspecting metadata, and querying data without API keys or authentication.

Task Master

A task management system for AI-driven development with Claude, designed to work seamlessly with Cursor AI and other code editors via MCP.

agent-center-mcp

An MCP server that enables agents to join the Cortex Agent Center, declare capabilities, discover other agents, and exchange messages directly, facilitating agent-to-agent collaboration.

BlogPublisher

Multi-platform blog publishing tool that enables users to save, schedule, and publish SEO-optimized articles to platforms like websites, LinkedIn, Twitter, and Substack directly from Claude.

Prefeitura SP São Paulo: NFS-e (Nota Fiscal Eletrônica de Serviços)

Enables read-only consultation of electronic service invoices (NFS-e) from São Paulo city hall via an official source, using a single tool and pay-per-use credits.