Discover Awesome MCP Servers

ORMCP Server

ORMCP Server is a database-agnostic MCP server that exposes relational databases as governed business objects (Customers, Orders, Products) for AI agents via ORM abstraction — instead of raw SQL or schema access. Works with any JDBC-compliant database (PostgreSQL, MySQL, Oracle, SQL Server, SQLite, and more). Reduces LLM token consumption by 60-70% through semantic data abstraction.

Memento

A local, fully-offline MCP memory server that enables persistent storage and retrieval of information using SQLite with both keyword and semantic vector search capabilities.

rlm-mcp-server

Provides recursive language model capabilities to AI assistants, enabling efficient exploration of large contexts through iterative Python code execution.

AI Image Analysis MCP

AI-powered image analysis using Google Gemini 2.0 Flash with enterprise security and multiple client access methods.

foldkit

Exposes 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and resources in any MCP client like Claude Code, Cursor, or Cline.

Ember MCP Server

A Model Context Protocol server that provides tooling support for Ember.js development, allowing developers to execute CLI commands, run codemods, access documentation, and discover community resources.

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.

Firebase Crashlytics MCP Server

A clean, simple Model Context Protocol (MCP) server that integrates Firebase Crashlytics with BigQuery for AI-powered crash analysis. Built for use with Claude Code and other MCP-compatible AI assistants.

scm-mcp

A Model Context Protocol server for managing Palo Alto Networks Strata Cloud Manager firewall configurations through natural language in Claude. It provides 149 tools covering the full configuration lifecycle including policy objects, security rules, NAT, and profiles with multi-tenant support.

freedcamp

freedcamp

Flashbank

P2P Crypto and Flashloans. Lets AI agents browse, quote and (optionally) transact with the FlashBank contracts — the P2P term-loan escrow and the flash-loan router — on Ethereum, Base, Arbitrum and the Sepolia playground.

telos-mcp

Task planning and tracking for AI agents with project-based organization and Obsidian-compatible markdown storage.

EndNote Library Reader

Enables programmatic access to EndNote .enl libraries, allowing users to list, search, and extract full text from bibliographic references and their attached PDFs through MCP tools.

sg-data-mcp

Real-time Singapore government data for AI agents. Weather forecasts, air quality (PSI/PM2.5), HDB carpark availability, and taxi supply from data.gov.sg.

MongoDB MCP Server by CData

MongoDB MCP Server by CData

aster-info-mcp

An MCP server that provides structured access to Aster DEX market data—covering candlesticks, order books, trades, and funding rates.

codelens-mcp

A deterministic structural code map server for AI agents, giving them the shape of a codebase (imports, exports, classes, functions, signatures, comments, TODO-markers) without reading whole files into context. Powered by tree-sitter WASM grammars, it runs anywhere Node 18+ works.

Stoa

Persistent shared memory for AI coding agents that turns a folder of markdown files into searchable memory across sessions, repos, and machines.

Playwright Fetch MCP Server

Provides web content fetching capabilities using Playwright browser automation, enabling LLMs to retrieve and process JavaScript-rendered content from web pages and convert HTML to markdown for easier consumption.

Nodit Mcp Server Poc

Nodit API MCP Server POC (Proof of Concept)

run402-mcp

Enables users to provision, manage, and query AI-native Postgres databases directly from MCP-compatible clients using x402 micropayments. It supports executing SQL, performing REST API interactions via PostgREST, and managing database leases and file storage.

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.

Study Database MCP

An MCP server that provides deterministic math computation (numeric, symbolic, unit, matrix) and hybrid retrieval over study notes/textbooks with citations, helping Claude become a reliable study partner.

featherless

Enables interaction with FHIR R4 healthcare data through SHARP-on-MCP tools, including search, read, and clinical context aggregation, with built-in Chart.js dashboards for visualizing lab trends, vitals, and patient data.

Claude MCP Custom Tools Server

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

directory-indexer

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

openai-agents-chat-demo

Demonstração de chat de agentes da OpenAI. Integração de LLM customizado e servidor MCP e ferramenta de função.