Discover Awesome MCP Servers

h2ogpte-mcp-server

Enables interaction with H2OGPTe's REST API, allowing document ingestion, collection management, and chat with AI models through MCP tools and resources.

Odoo MCP Server by CData

Odoo MCP Server by CData

Docs MCP Server

Enables LLM hosts to retrieve live, relevant documentation excerpts from official library docs sites via a search-and-RAG tool, avoiding reliance on training data.

Alexandria MCP

Provides access to 61 public digital libraries through a single unified interface, enabling users to search and retrieve information from academic papers, books, legal records, and more using natural language.

Jelly-FastMCP

A FastMCP-based server that exposes the Jelly API as MCP tools, enabling management of conversations, labels, contacts, drafts, and more through natural language.

2Sense

Enables Claude to analyze short-form video ads by extracting frames, audio, and transcripts, providing visual contact sheets, audio profiles, and YAMNet audio-event tags via MCP tools.

Speakeasy Docs MCP

A lightweight, domain-agnostic hybrid search engine for markdown corpora, exposed via the Model Context Protocol (MCP), optimized for serving SDK documentation to AI coding agents.

test-genie-mcp

Self-healing test automation MCP server that diagnoses and fixes issues in mobile and web apps, including a one-command vibe-check to prioritize broken functionality.

google-drive-cowork-mcp

Enables Claude to create and edit Google Docs, Sheets, and Slides via MCP, running locally with 22 tools.

Mindola MCP server

MCP server for creating and managing Mindola lenses, which are grounded AI pages that answer questions from your own material with citations. Enables AI assistants to create lenses, add knowledge, and monitor status through natural language.

ember-cli-mcp

Enables MCP clients like Claude Code to execute Ember CLI commands directly in projects, including running tests, generating components, and building apps.

blender_fleet

Enables multiple AI agents to concurrently submit isolated 3D modeling jobs to headless Blender workers, with per-job outputs, logs, and status tracking.

Frappe MCP Gateway

An OAuth-protected MCP sidecar for Frappe applications, enabling secure access to Frappe tool packs (e.g., personal health metrics) by validating OAuth tokens and issuing internal assertions.

FlowyPrompt MCP Server

MCP server for Claude Desktop that manages prompt templates with automatic variable extraction and substitution, synchronized from a GitHub repository.

SJ RedM MCP Server

A unified development tool for RedM that provides access to RDR3 discoveries, framework documentation (VORP/RSGCore), native functions across 86+ namespaces, and database operations with smart context-aware loading.

Knowz

Enables AI agents to connect to hosted Knowz vaults via MCP for knowledge management, supporting operations like search, save, browse, and amend.

jde-e1-config-mcp

Provides AI-assisted research and configuration guidance for JD Edwards EnterpriseOne 9.2 Release 24, including installation, environment setup, troubleshooting, and best practices.

SparkMango

A Model Context Protocol server that converts Solidity bytecode into functional server implementations, allowing interaction with blockchain contracts through a RESTful API.

Backlog MCP サーバー

Mirror of

weflow-mcp

Enables to access and manage WeChat data (sessions, contacts, Moments) through the local WeFlow HTTP API.

Google Sheets MCP Server

Enables AI assistants to access, search, and analyze Google Spreadsheets through the Model Context Protocol. Supports both OAuth 2.0 for private sheets and API key authentication for public sheets, with tools for listing, reading, and searching spreadsheet data.

Azure DevOps MCP Server

A Model Context Protocol server that integrates with Azure DevOps, enabling users to query work items, access backlogs, and perform various Azure DevOps operations through a standardized interface.

rag-mcp

Hybrid RAG over Claude Code and Hermes session history via MCP tools for search, ingest, and context injection.

freshvault

An MCP server that provides always-fresh semantic search over Obsidian vaults, automatically watching file changes and using local embeddings via Ollama.

Supplier Hub Private Label Workflow MCP

MCP server that automates Coupang Supplier Hub Private Label fulfillment workflows, including order lookup, confirmation, courier registration, waybill printing, and shipment document output, with a local dashboard and 16-step tools.

DB Explorer MCP

Enables connecting to any SQL database, exploring schemas, running queries, and visualizing results with interactive charts from Claude Desktop.

pc2e-pii-shield

MCP server for secure read-only PostgreSQL queries with automatic PII masking, pseudonymization, and strict SQL guards to enforce data privacy compliance.

urlDNA MCP Server

Enables security-focused LLM agents like GPT-4.1 and Claude 3 to interact with the urlDNA threat intelligence platform, providing tools for URL scanning, threat detection, and malicious content analysis.

Linux Shell Command Executor MCP

Enables AI models to safely execute pre-defined Linux shell commands with a whitelist mechanism, restricting execution to allowed commands only.

google-scholar-labs-ajg-mcp

MCP server for AI agents to search Google Scholar Labs and filter results by AJG 2024 journal ratings, using local browser sessions and safe CAPTCHA handoff.