Discover Awesome MCP Servers

SAP Commerce MCP Server

Enables interaction with SAP Commerce systems through OCC APIs, supporting product discovery, cart management, customer support operations, and store information retrieval. Provides both local and remote connectivity options for AI agents to perform e-commerce tasks.

MCP Dummy DB Integration

A secure Model Context Protocol implementation that enables AI agents to query PostgreSQL databases through predefined tools for employee, project, and issue data. It protects sensitive credentials and prevents arbitrary SQL execution by acting as a controlled connector layer between the LLM and the database.

Graphiti MCP Server

Graphiti MCP Server

beyourself

MCP server for BeYourself, enabling AI agents to analyze text, code, and audio for AI-generated patterns, batch score documents, retrieve flagged sections, and process audio into stems and MIDI.

financial-data-mcp-server

An MCP server that exposes real-time financial data tools for stock search, company info, historical prices, and financial metrics from Yahoo Finance, enabling AI agents to answer natural-language questions about stocks and financial markets.

Verified Human MCP Server

Enables querying the Verified Human Cert registry to verify human-made music certifications by ISRC, artist, track, or cert number.

SynoLink MCP Server

Servidor MCP para operações de arquivos no Synology NAS.

PatSnap MCP

Search 1B+ biological sequences, antibodies, and multi-omics data via specialized bio-intelligence tools.

VirusTotal MCP Server

Fornece ferramentas abrangentes de análise de segurança para consultar a API do VirusTotal, permitindo relatórios de segurança detalhados sobre URLs, arquivos, endereços IP e domínios com busca automática de dados de relacionamento.

jenny-mcp-server

Enables AI agents to interact with the Windows desktop environment, including browser control, clipboard, file management, GitHub, Roblox Studio, OCR, and more, with a privileged approval system for risky actions.

Blekline MCP Server

Provides AI ingress governance by masking prompts, classifying risk, and enforcing tool policies before agent calls reach model providers or sandboxes.

lawyer-mcp

MCP server for Legalize.dev, enabling AI to query and understand legal frameworks across countries via a structured legislation API.

QiyueAstro MCP Server

MCP server for Eastern and Western divination, enabling tarot, Lenormand, I Ching, Meihua, Qi Men, BaZi, Zi Wei Dou Shu, Xiao Liu Ren and Da Liu Ren readings via the free QiyueAstro public API.

webnav

webnav is an MCP server that gives web-browsing AI agents a reusable, deterministic site map, so they stop re-exploring sites every run. It enables page-to-page navigation with zero LLM overhead, pausing only at genuine decision points.

agent-security-gateway

MCP server that provides a security gateway for AI agents, enforcing allow/confirm/deny policies on tool calls and requiring human approval for risky operations, with full audit logging.

MCP-Plugin-dotnet

Open-source .NET library/SDK that turns any .NET application into an MCP server (in-app plugin + SignalR server, stdio/HTTP transport).

Karpathy Guidelines MCP Server

Provides code review and guideline loading based on Andrej Karpathy's coding principles, helping LLMs avoid common pitfalls like over-engineering and unnecessary changes.

local-llm-delegator

MCP server that enables delegation of small coding implementations to a cheaper language model with propose_patch and apply_patch tools, while the primary agent retains architecture, review, and approval.

LSD MCP Template

Template for serving FastMCP servers over Streamable HTTP within a LangGraph Server, including an example math_add tool.

youtube-transcript-index

Provides MCP tools for fetching timestamped YouTube transcripts and top comments, scanning spreadsheets for video links, and a local web UI for grounded video summaries.

slack-indexed

An MCP server for semantic search and retrieval of indexed Slack messages stored in Qdrant using Cohere reranking via AWS Bedrock. It enables users to search through Slack history, retrieve full message threads, and access channel or user statistics through natural language.

geo-audit-mcp

MCP server for GEO site audits, checking 31 signals across 6 pillars and returning a score, breakdowns, and actionable fix prompts.

paper-mcp

Remotely-callable MCP server for academic paper search, full-text retrieval and image to LaTeX conversion across arXiv, Semantic Scholar, and OpenAlex.

AWS MCP Server

Provides read-only access to AWS resources including S3 buckets, EC2 instances, IAM users, and caller identity verification through the Model Context Protocol.

AutoFixture MCP Server

A Model Context Protocol (MCP) server that provides comprehensive documentation and usage examples for the AutoFixture testing library.

FastBound MCP

Enables natural language interaction with FastBound's firearms Acquisition & Disposition API for inventory search, acquisition/disposition recording, contact management, and report generation, with safety guards for write operations.

Code Analysis MCP Server

A modular MCP server that provides tools for file operations, regex-based code searching, and structural analysis of functions and classes across multiple programming languages. It also includes AI-powered features for intelligently updating files according to architectural changes.

Planner MCP

A remote Model Context Protocol server that enables Claude to read, create, assign, and close Microsoft Planner tasks for a small team, using Microsoft Graph with app-only authentication.

ghcli-mcp-connector

ghcli-mcp-connector is an MCP server that lets agents run any GitHub CLI (gh) command—repos, issues, PRs, releases, workflows, gists, and more—as a single static Go binary with a read-only-by-default safety gate on state-changing operations.

MCP-SERVER

A TypeScript + Express skeleton for MCP services, currently only providing a health check endpoint, with planned MySQL metadata and Alibaba Cloud log MCP services.