Discover Awesome MCP Servers

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.

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

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.

pb-mcp

Enables interaction with the Productboard REST API, providing tools to manage features, notes, companies, objectives, initiatives, key results, releases, webhooks, users, products, and components.

OT-AIops

Provides AI agents with safe, governed read access to industrial control systems (OPC-UA, Modbus, S7, Mitsubishi, MTConnect, MQTT/Sparkplug) plus cross-protocol diagnostics for troubleshooting data breaks, alarm floods, and unhealthy tags.

jobs.now MCP server

Enables searching and browsing hidden job market roles with H1B PERM sponsorship from major US companies, including tools for job search, details, categories, and company listings.

GhostMinutes MCP

Provides accurate meeting transcription with speaker diarization and multilingual support, allowing users to submit audio URLs, poll transcription status, get transcripts, and summarize via MCP tools in their IDE.

agent-eval

MCP server exposing statistical regression testing for LLM agents as a "run" tool: p-value, effect size, and confidence interval on whether agent behavior actually changed.

viqueue

Enables agents and humans to manage a central ticket dispatcher via MCP, with tools to create, claim, renew, takeover, and submit tickets through a local HTTP server.

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.

Twitter MCP Server

Enables AI assistants to access Twitter/X data including user profiles, tweets, search, and follower events via a set of MCP tools.

Assembly MCP

Converts PDF to Markdown and Markdown to PDF using PyMuPDF and WeasyPrint engines.

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SparkMango

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

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.

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.

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.

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.

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.

Thread Contract MCP Server

Thread Contract is a local runtime contract layer for AI coding-agent threads. It lets users pin explicit, thread-scoped rules without turning them into project policy or long-term memory.

go_serper_mcp_server

A Go-based MCP server that provides comprehensive access to the Serper Google Search API, including tools for images, news, maps, and scholar results. It also features a dedicated endpoint for scraping webpage content directly.

mcp-room

Enables Claude chats to communicate across machines or sessions via shared encrypted rooms, with tools to create, join, send, read, wait, search, and delete room messages.

pve-mcp

MCP server for managing Proxmox VE resources, VM/CT lifecycle, snapshots, backups, and clones via natural language.

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.