发现优秀的 MCP 服务器

react-runtime

MCP server implementing ReAct reasoning-acting loops with tools like search, lookup, and finish, supporting both fixture and OpenAI LLMs for offline-first, traceable agent execution.

ice-puzzle-mcp

An MCP server for building, validating, and publishing Ice Puzzle levels with AI assistants, featuring integrated solver feedback and quality checks. It provides over 60 tools for level design, difficulty analysis, and benchmarking AI performance on design tasks.

Sentimatix

Real-time Indian stock market sentiment intelligence. Provides NSE/BSE news sentiment, aggregated stock & sector signals, and technical analysis.

Frappe MCP Server

Enables AI models to securely interact with Frappe Framework/ERPNext instances, supporting document CRUD, RPC methods, file management, workflows, reporting, and more via the Model Context Protocol.

codex-choice-mcp

A small, unofficial, local MCP stdio service that provides a request_choice tool to standardize user choices with stable IDs and clearly distinguish accept, decline, and cancel.

n8n-ops-mcp

Provides ops-focused n8n tools for MCP-compatible agents, enabling listing, inspecting, triggering, validating, managing tags, running security audits, and safely editing n8n workflows with auto-backup and confirm gates.

FastAPI MCP Server

A sample FastAPI project that implements the Model Context Protocol (MCP), allowing AI assistants to connect to a PostgreSQL database and manage notes through natural language interactions.

foundry-mcp

An MCP server providing 80+ tools for Foundry Ethereum development, enabling AI assistants to compile, test, deploy smart contracts, interact with EVM chains, and manage local nodes via Forge, Cast, Anvil, and Chisel.

Redshift MCP Server

Enables LLMs and AI agents to securely query and interact with Amazon Redshift databases with configurable access modes (readonly, readwrite, admin) for safe data exploration and management.

lsp-tools-mcp

Exposes Language Server Protocol (LSP) tools such as diagnostics, goto definition, find references, symbols, and rename as a stdio MCP server.

mcp-discord-bridge

MCP server that lets AI assistants control Discord servers 46 tools for channels, messages, forums, webhooks, roles, threads, and moderation. Install via npx -y mcp-discord-bridge with no clone required.

OpenFinClaw CLI

Enables quant research, strategy generation, backtesting, and paper trading from natural language prompts, integrating with AI agents via an MCP server.

Ignition-JavaDoc-MCP

MCP server for fast searching and documentation retrieval of the Ignition Inductive Automation Java API, with multi-version support.

Java JAR Decompiler & Reverse Engineering MCP Server

Enables decompilation and reverse engineering of Java JAR files through multi-engine decompilation, candidate evaluation, Maven project structuring, AST-based deobfuscation, and bytecode comparison.

Enhanced MCP Stock Query System

Enables AI-powered natural language stock market queries with real-time data from Yahoo Finance and CSV fallback. Uses Google Gemini to interpret queries and automatically fetch stock prices, comparisons, and market summaries.

Memory MCP

Provides AI agents with persistent, searchable memory using semantic search, auto-linking, and categorization, with zero-config local setup or production-ready external providers.

Sora2 MCP

Enables programmatic creation, management, and remixing of AI-generated videos using OpenAI's Sora API. Supports video generation with customizable parameters, status monitoring, downloading, and video remixing capabilities.

tech-enrichment

Detects 50+ technologies on any website (CMS, JS frameworks, analytics, hosting, etc.) with confidence scores and evidence, using x402 micropayments.

Flutter MCP Service

Provides advanced Flutter development tools via Model Context Protocol with features including widget analysis, documentation search, performance optimization, and code generation.

YouTube MCP Server

MCP server that provides YouTube video data to AI agents, supporting search, metadata, comments, and transcripts without an API key.

@omniology/mcp-server

Enables AI agents to participate in Solana mainnet contests judged by AI, with tools for registration, entry submission, and payout tracking, earning real USDC on-chain.

NAV Analytics MCP Server

Enables querying Indian mutual fund NAV analytics via DuckDB, offering tools for fund search, point-to-point returns, category rankings, and more, using local or Azure parquet data.

mcp-es-logs

An MCP server that downloads Elasticsearch logs from Elastic Cloud via the Admin API.

MPC-PoC-2-ResourceProvider-GoogleSheets

MCP server that exposes Google Sheets as read-only resources, providing static and templated URI access to sheet data as CSV.

kl-sharepoint-mcp

Enables interaction with SharePoint Online and OneDrive content via Microsoft Graph, supporting device-code authentication for multi-account environments.

JobFindsMe

Enables AI agents to discover, filter, and track job openings based on the user's local resume, without uploading data to the cloud.

io.github.singleflo/odoo-assistant

An MCP server that acts as a virtual Odoo employee, enabling LLMs to query, create, update, and execute workflows on Odoo records with configurable safety levels.

PDF Tools MCP Server

Enables PDF file manipulation including merging, splitting, extracting pages, extracting text, excluding pages, and reordering pages.

MCP Rust CLI server template

Rust 的模型上下文协议 (MCP) CLI 服务器模板