Discover Awesome MCP Servers

Weights & Biases MCP Server

Enables querying W\&B Weave traces and creating W\&B Reports with text and visualizations through natural language.

mcp-sqlserver-readonly

Read-only SQL Server MCP server enabling safe database queries, table listing, and schema inspection with built-in security protections.

MCP Toolkit Server

A Model Context Protocol server providing tools for DB queries, API calls, file I/O, and text transformations, enabling AI agents like Claude to perform real-world actions.

x402-sms-mcp

A paid MCP server that lets AI agents send SMS messages to US phone numbers via x402 micropayments, with automatic compliance and opt-out handling.

engrava-mcp

Exposes an agent memory database (Engrava) to any MCP client over stdio.

Odoo MCP Server

MCP server that integrates AI agents with Odoo ERP, supporting CRUD operations, model discovery, and customization via natural language.

memex

Centralized agentic memory and MCP gateway for LLMs, enabling persistent memory recall, validation, and integration with upstream MCP servers.

edgar-mcp

Enables querying of SEC EDGAR filings and financial data via natural language, offering tools for company lookup, filing retrieval, XBRL data, and full-text search.

vision-mcp-server

A remote MCP server providing 7 vision tools (UI-to-code, OCR, error diagnosis, etc.) via an Anthropic-compatible model API, supporting multiple MCP clients through Streamable HTTP.

amazon-mcp

MCP server for Amazon Selling Partner API and Advertising API, enabling access to orders, inventory, pricing, ads, and reports via natural language.

convey

Enables designing, modifying, and bug reporting in web apps, sending changes to coding agents via MCP.

MCP Deployment

A simple demonstration MCP server that provides a sum_numbers tool for calculating the sum of a list of integers, built using the FastMCP framework.

Varrd

From idea to edge. Everyone has unique opinions and views of the world. Varrd makes it possible for everyone regardless of statistical, coding, or market knowledge to be able to find their unique edge. The issue with LLMs testing for edges in the market is redundant idea loops, overfit with confidence, and waste days exploring nonsense. Varrd is the infrastructure and guardrails to prevent those f

mcp-gateway

A local MCP gateway that aggregates multiple downstream MCP servers behind a single connection, with hot-reload via HTTP admin API or file-watcher and support for large payloads.

YouTube Comment Downloader MCP Server

Enables AI systems to download and analyze YouTube video comments through 4 specialized tools without requiring API keys, supporting engagement analysis, comment search, and statistics gathering.

Axis MCP

MCP server for configuring Axis IP cameras via VAPIX, supporting device info, snapshots, image settings, overlays, network, PTZ, and system management.

AndroJack-mcp

Enables AI coding assistants to access up-to-date, official Android documentation and APIs, reducing hallucinations from stale training data.

NotebookLM MCP Server

Provides CLI and MCP server to programmatically access Google NotebookLM, enabling AI assistants to create notebooks, add sources, generate podcasts, and more, with support for both personal and enterprise accounts.

icfmcp

Enables AI assistants to search, summarize, and retrieve records from ICF knowledge files using tag-based and full-text search, with support for ICX indexes.

polyplan-mcp

Enables structured multi-model AI planning sessions across multiple CLI coding tools, orchestrating independent planning, peer review, and final synthesis.

obsidian-tools

Enables natural language interaction with Obsidian vaults through an MCP server, providing hybrid search, file management, and AI-powered analysis.

logistics-mcp

Enables deploying a remote MCP server on Cloudflare Workers without authentication, allowing custom tool definitions and connections to clients like Claude Desktop and Cloudflare AI Playground.

mcp-swagger

Exposes Swagger/OpenAPI API documentation to AI models, enabling exploration, search, and interaction with endpoints, schemas, and execution of API calls.

OpenInvest

Investment decision tools for AI agents: portfolio status, isolated multi-agent committee analysis, auditable verdict history, and lookahead-protected backtests. Advisory only, no auto-trading; negative research results published.

frontend-dev-mcp

An MCP server that provides tools for frontend development, including i18n issue detection, OpenAPI type generation, and project structure analysis.

SSH MCP

SSH MCP

taskmarket-mcp-agent

MCP server for Taskmarket onchain task marketplace on Base L2. Enables AI agents to discover, browse, create, claim, and submit work to Taskmarket through natural language.

mcp-jira

Enables interaction with Jira issues, projects, and comments via API Key. Supports operations like creating, updating, searching, transitioning issues, and managing projects.

Content Intelligence MCP Server

Provides content intelligence tools for AI agents, including extraction, analysis, research, comparison, monitoring, and briefing, powered by free LLMs with pay-per-call or subscription pricing.