Discover Awesome MCP Servers

yunwen-doc-ai-platform

提供文档智能问答的MCP服务器，支持查询知识库、获取会话历史和清理会话历史。

observer-launch-mcp

Gives Claude live access to your Observe tenant, enabling natural language queries about errors, logs, and metrics without writing OPAL pipelines.

VictoriaMetrics-mcp-server

VictoriaMetrics-mcp-server

Frappe MCP Server

Manage your Frappe benches and sites directly from Claude.ai through natural language, enabling operations like restarting services, listing sites, running Python scripts, and viewing logs.

TIDAL MCP: My Custom Picks

An MCP server that enables highly personalized music recommendations from TIDAL based on custom criteria, allowing users to create and manage playlists directly in their TIDAL account.

CavalRe MCP Server

Enables AI agents to execute complex DeFi strategies safely and atomically with double-entry ledger accounting and atomic basket swaps.

Enhanced Power BI DAX MCP Server

A comprehensive MCP server for Power BI DAX query execution, validation, optimization, and intelligent assistance with tools for schema analysis, template generation, and health monitoring.

MCP Feedback Enhanced (Hunter Fork)

Enables interactive feedback sessions in Cursor with support for multiple chat tabs, clipboard (copy/paste images), and robust connection management across multiple windows.

jira-mcp

MCP server for Jira Cloud tailored for ALM projects with Zephyr Scale integration, enabling issue management, sprint tracking, and test step operations.

agent_mcp_thoughtflow

Unifies structured reasoning (Tree of Thoughts) with reliable task execution, enabling LLM agents to think, commit, execute, and trace cognitive provenance through a single MCP server.

Browser MCP Server

Enables AI agents to understand web page structure and content through structured data extraction and element discovery using Playwright, eliminating the need for screenshots.

Get Joke

gives random programming jokes

mcp-geo-server

Enables natural language interaction with a GeoServer instance for managing workspaces, datastores, feature types, layers, styles, and OGC services (WMS/WFS) via an LLM-powered agent.

Express ERP MCP Server

Enables AI agents to verify orders in an ERP system through Supabase API, checking order existence and retrieving details.

SDDC AI Assistant

Enables interaction with VMware SDDC Manager through natural language, exposing tools to list domains, check health, manage hosts, and more.

MCP AI Orchestration Server

Sends questions to Gemini and Claude CLI simultaneously and returns their answers side by side.

Outlet das Cores CRM

Integrates CRM data with AI agents to manage leads, track pipeline statistics, and search price catalogs via Supabase. It enables automated lead creation, stage updates, and history tracking through natural language commands.

MCP Google Server

Provides web search capabilities using Google Custom Search API, enabling users to perform searches through a Model Context Protocol server.

Italian Cities MCP Server

Provides CRUD tools for managing a database of Italian cities backed by Elasticsearch. It enables AI assistants to search, create, update, and delete city records through a standardized Model Context Protocol interface.

AsyncAPI MCP Server

An MCP server for AsyncAPI that enables parsing, validation, linting, conversion, model generation, and template generation from any MCP client using stdio.

my-kifrs-mcp

Personal MCP server that wraps K-IFRS, K-GAAP, auditing standards, and Q&A from kifrs.com and FSS, providing 16 tools for search, citation verification, and feedback.

history-rag

Local semantic search over Claude Code sessions and shell command history, exposed to Claude Code as an MCP tool. Everything is indexed into one vector space and runs entirely on your machine.

su2-mcp

Enables interaction with SU2 CFD solver for session lifecycle management, config editing, solver execution, and results inspection, with optional CPACS integration for aircraft analysis.

Universal DB MCP

Enables Claude Desktop to interact with MySQL, PostgreSQL, and Redis databases using natural language for data querying and schema analysis. It provides a secure interface with a default read-only mode to prevent unauthorized database modifications.

Cicall

A terminal-independent MCP runtime for CLI agents, enabling orchestration of CLI processes via a background daemon and any MCP client.

MCP LLM Integration Server

Enables integration of local LLM capabilities with MCP-compatible clients like Claude Desktop, Continue.dev, and Cline. Provides tools for processing text prompts through local language models using a customizable inference function.

hasura-mcp-server

Enables read-only interaction with Hasura GraphQL APIs, including table exploration, data preview, and schema introspection.

cpp-semantic-graph

Builds a semantic knowledge graph of C++ code and exposes 9 MCP tools for AI assistants to search classes, functions, inheritance, callers, callees, overrides, and more.

Jumpseller

Manage your Jumpseller e-commerce store with AI. Create products with variants, process orders, search customers, and organize your catalog.

MCP Vector Proxy

A semantic proxy that reduces AI agent token usage by exposing only three core tools and using local vector embeddings to search for and execute hundreds of underlying MCP tools. It streamlines communication between agents and MCP Routers by identifying relevant tools through natural language queries.