Discover Awesome MCP Servers

Semantic Hints MCP

A local stdio MCP server that exposes compact semantic observations from UI elements annotated with data-agent-* hints, designed to work alongside the official Playwright MCP for browser automation.

RAG MCP Server

Enables Claude Desktop to search custom knowledge bases using retrieval-augmented generation via a simple MCP tool.

MCP App Workers Template

A production-ready template for building MCP servers on Cloudflare Workers that expose server-side tools with rich, interactive React-based UI widgets using the MCP Extensions Apps API.

qbo-mcp

MCP server for editing QuickBooks Online transactions via natural language or CSV, supporting multiple companies and safe dry-run mode.

ogham-mcp

Persistent shared memory for AI agents. Hybrid search (pgvector + tsvector), knowledge graph, cognitive scoring, and 16-language temporal extraction. 97.2% Recall@10 on LongMemEval with one PostgreSQL query. Works across Claude Code, Cursor, Codex, OpenClaw, and any MCP client.

mcp-yfinance-ux

Provides Bloomberg Terminal-style market data for AI agents, with formatted tables and navigable hierarchy (markets → sector → ticker).

Standard Metrics MCP Server

Connects AI clients to the Standard Metrics API for automated analysis of venture capital portfolio data. It enables users to query financial metrics, track company performance, and generate comprehensive reports using natural language.

AI IDE Integration MCP Server

A comprehensive MCP server for AI IDE integration

IMAP Email MCP Server

Enables AI assistants to read, search, compose, and send emails by connecting to any IMAP/SMTP provider. It supports comprehensive mailbox management, including draft handling and message deletion, directly through natural language.

Mediastack News MCP Server

Provides access to the Mediastack News API, enabling users to fetch the latest news stories and browse news sources with filtering options by keywords, countries, languages, and categories.

mcp-nexus

A multi-provider MCP server that unifies Tavily and Brave Search APIs, with key management, admin UI, and flexible search strategies.

Label Studio MCP Server

Label Studio MCP Server

SEC Funding Tracker MCP Server

Enables AI agents to search and retrieve US company funding events from SEC Form D filings, including amount raised, industry, executives, and filing URLs.

Drizzle MCP Server

Provides database schema management, query execution, and schema introspection through Drizzle ORM and drizzle-kit CLI tools, supporting SQLite and PostgreSQL.

bet-mcp

Football bets mcp

FastSpring MCP Server

Enables interaction with FastSpring e-commerce platform for managing orders, subscriptions, and accounts through natural language using the Model Context Protocol.

mcp-snowflake-server-no-write-system-prompt

MCP server for snowflake that doesn't allow write operations under any circumstances, and includes a system prompt.

customclaw-mcp

Registry of 37 vetted single-file utilities for LLM and agent code (rate limiters that respect Retry-After, JSON repair, response caches, retry with backoff, token counters, PII scrubbers). 4 MCP tools: list_utilities, search_utilities, get_utility_info, install_utility.

GovNavigator

An MCP server that enables users to search and navigate Madison, Wisconsin municipal ordinances using a TF-IDF search index. It provides specific code sections and citations to answer questions about local regulations like building permits and zoning.

doc-index

A local-first semantic search server for documents, supporting PDFs, Office files, and text/markdown, enabling natural language search via the Model Context Protocol (MCP).

Enhanced Multimedia Analysis MCP

Enables AI agents to analyze images and videos, and generate optimized prompts for AI video generation systems.

ITMCP

Secure network administration MCP server that enables AI assistants to safely execute networking commands like SSH, ping, and DNS lookups inside a Docker container sandbox.

mcp-server-taiwan-aqi

Get current and past 24 hours air quality monitoring station data of Taiwan (R.O.C).

firsty-mcp

An MCP server that wraps the Firsty telecom API, allowing AI agents to manage eSIMs, data plans, phone numbers, and network coverage.

Pawgo MCP Server

Real-time pet travel data for AI assistants. Connect Claude, ChatGPT, or any MCP-compatible AI to Pawgo's database of airline pet policies and country import requirements.

Literature Manager MCP

An MCP server for organizing research papers, books, and digital sources by tracking reading progress and taking structured notes. It enables AI assistants to manage literature databases and link sources to specific concepts within a knowledge base.

Salesforce Order Concierge

Enables Claude Desktop to interact with Salesforce for order management, including checking order status, creating returns, managing cases, and sending Slack notifications for customer service operations.

OSM Edit MCP Server

Enables AI assistants to search, validate, and edit OpenStreetMap data through natural language commands and built-in safety protections. It supports discovery of nearby amenities, geographic data exploration, and secure map editing via OAuth authentication.

MCP Metaso

A Model Context Protocol server that enables Claude and compatible AI assistants to perform multi-dimensional searches (web, documents, scholarly articles, images, videos, podcasts) and parse webpage content using the Metaso AI search engine.

mcp-keycloak-admin

Enables administrators to manage Keycloak realms, users, roles, clients, groups, and more through its Admin REST API, with safe-by-default configuration and destructive operation confirmation.