Discover Awesome MCP Servers

PDF RAG MCP Server

A Model Context Protocol (MCP) server that provides powerful RAG (Retrieval-Augmented Generation) capabilities for PDF documents. This server uses ChromaDB for vector storage, sentence-transformers for embeddings, and semantic chunking for intelligent text segmentation.

PH Schools MCP Server

Enables querying and analyzing the Philippine schools masterlist dataset, including searching schools, listing regions and divisions, and getting school details by BEIS ID.

Zoho CRM MCP Server

Enables read-only interaction with Zoho CRM data through natural language queries, allowing users to search records, list modules, retrieve field information, and count records using secure OAuth authentication.

woollama

woollama is an MCP and OpenAI-compatible router that orchestrates AI clients with multiple backends (like Ollama, Anthropic) and MCP tools, enabling seamless composition of models, tools, and recipes.

mcp-memori

With Memori's MCP server, your agent can retrieve relevant memories before answering and store durable facts after responding, keeping context across sessions without any SDK integration. With MCP, it can: Store stable user facts and preferences after answering using the advanced_augmentation tool Recall relevant memories before answering using the recall tool Maintain context across sessions us

deep-research

Enables deep research tasks using a multi-agent architecture that integrates any LLM and MCP tools. Available via MCP stdio, streamable HTTP, and SSE transports.

MNS MCP Manager

Una herramienta de gestión para Alibaba Cloud Message Service (MNS) implementada a través del framework MCP, que permite a los usuarios crear, eliminar, enviar mensajes a, y recibir mensajes de colas MNS a través de la configuración de MCP Host.

Google Cloud Storage MCP Server by CData

Google Cloud Storage MCP Server by CData

Yahoo Finance MCP Server

Enables AI assistants to access Yahoo Finance data including stock information, news, price history, options, and earnings via MCP tools.

knot

Knot is a semantic and structural codebase indexer designed for AI coding agents and developers navigating large projects. It combines vector search and graph traversal to find code by meaning, analyze impact via reverse dependencies, and explore file architectures.

traders-edge-mcp

Provides a consolidated 0DTE options cockpit for SPX/SPXW, including chain, Greeks, dealer exposure, volatility term structure, and economic events, using free delayed market data.

Sleeper MCP Server

A server that integrates Sleeper fantasy sports data with Goose AI through the Machine Context Protocol (MCP), providing structured access to fantasy league information.

airflow-mcp-server

Airflow MCP server — read DAGs, runs, task instances, log tails; trigger and clear (write-gated).

google-calendar-mcp

Enables reading Google Calendar events for a specific date using the getMyCalendarDataByDate tool.

mcp-kg-skills

Manages a Neo4j knowledge graph of reusable Python functions, documentation, and environment variables, enabling dynamic script composition and execution with automatic dependency management and secret protection.

Website Screenshot MCP

A server that allows AI agents and clients to programmatically capture screenshots of websites with options for image format and viewport selection.

Capsule Bash Server

Sandboxed Bash for Agents. Full state capture on every command.

crypto-whitepapers-mcp

An MCP server serving as a structured knowledge base of crypto whitepapers for AI agents to access, analyze, and learn from.

SEO Insights MCP Server

Connects AI assistants to SEO APIs for backlinks analysis, keyword research, and traffic analysis.

handoff-mcp

Provides persistent memory for AI coding agents across sessions by saving and loading session context like tasks, decisions, and blockers.

kci-openapi-mcp

Enables searching and harvesting Korean Citation Index literature, citation indices, and references via REST API and OAI-PMH.

Agent File Guardian

Provides a human-in-the-loop security layer for AI agents by intercepting file operations, explaining them with a local LLM, and enforcing a deterministic policy that requires user approval for risky actions.

feuse-mcp

An MCP server that provides utilities for web developers to automate API integration, convert Figma designs to code, and optimize development workflows with tools for asset management and code generation.

Overleaf MCP

A real-time MCP server that enables AI coding agents to read, write, and compile LaTeX projects in self-hosted Overleaf instances via native OT protocol.

Reports MCP Server

Enables management of penetration testing reports and vulnerabilities through a REST API, supporting CVSS 3.1 scoring, HTML formatting, and secure JWT authentication for comprehensive security assessment documentation.

IBM AS400 ISeries MCP Server

This project implements a customizable MCP server to execute RTE protocol. The intention of this project is to be easily extensible. You can add your own MCP tools by using RteUtils class. Also is needed to define the RTE connection parameters and the RTE flow in a yaml format.

OneNote MCP Server by CData

This read-only MCP Server allows you to connect to OneNote data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

CodingConverse

An MCP server that provides user dialogue capabilities for AI code editors, allowing AI to interact with users through dialog boxes when needing input during the coding process.

mcp-clipboardify

Provides clipboard access tools (get and set) for AI assistants via the Model Context Protocol, enabling seamless clipboard operations across platforms.