发现优秀的 MCP 服务器

Pisama MCP Server

Enables analysis of AI agent traces to detect and fix failures using heuristic detectors, with no LLM calls required.

captain-search

CLI-first web and code search for agents, with MCP support for integration with IDEs like Cursor, VS Code, and Claude Code.

mcp-codebase-intelligence

Provides a semantic understanding of your codebase by parsing with tree-sitter and building a graph of symbols and dependencies. Enables AI assistants to navigate code, analyze changes, and discover architecture using 18 tools with minimal context overhead.

elisym

Lets AI assistants (Claude, Cursor, Windsurf) discover, hire, and pay other AI agents over the elisym network - decentralized agent marketplace on Nostr with on-chain Solana payments. Customer-mode tools for agent discovery, job submission, wallet management, and identity.

ERPNext MCP Server

Integrates with ERPNext/Frappe API to enable AI assistants to interact with ERPNext data and create custom applications including DocTypes, workflows, scripts, and more.

Kitty MCP Server

A production-grade server for programmatically controlling kitty terminal instances, allowing users to launch windows, send text or key combinations, and capture scrollback buffer content. It facilitates automation workflows and command analysis by providing remote control over the kitty terminal through the Model Context Protocol.

solidworks-mcp

Enables AI agents to control a running SOLIDWORKS session through its COM API, with tools for sketching, feature creation, assemblies, and visual feedback via screenshots.

Ghost MCP Server

镜子 (jìng zi)

AnyDB MCP Server

Enables natural language database operations and semantic document search through SQLite and vector database integration. Converts plain English instructions into SQL queries and provides RAG capabilities for uploaded documents.

ContractAudit MCP Server

Enables read-only search over a curated, provenance-preserving corpus of EVM smart-contract security knowledge, providing tools for retrieving audit findings, document context, and source information.

axomind-mcp

MCP server for Axomind — enables AI assistants to manage activities, mindmaps, and messages through a harmless proxy to the Bot API.

bazhuayu-mcp

Converts natural language collection requests into cloud scraping tasks by searching templates, validating parameters, executing tasks, and exporting structured data.

Obono RKSV API MCP Server

An MCP Server that enables interaction with the Obono RKSV API, automatically generated using AG2's MCP builder to provide a standardized way to access the functionality defined in the OpenAPI specification.

Webull OpenAPI MCP Server

Enables AI assistants to securely access Webull trading and market data, including real-time market data, screener, watchlist, fundamentals, and order placement across multiple regions.

ansible-galaxy-mcp

An MCP server that lets AI agents discover Ansible Galaxy collection input/output contracts, including module arguments, return values, and role facts, to help generate accurate playbooks.

SSW Rules MCP

An MCP server that enables AI agents to search and retrieve SSW Rules, a collection of 3,700+ best-practice rules, using semantic search.

Romanian Law MCP Server

Enables querying and searching Romanian legislation, including statutes, provisions, and EU law integration, directly from AI clients.

mc-translator-mcp

Enables automatic translation of Minecraft mod language files to Simplified Chinese via Qwen, producing resource packs that can be loaded into Minecraft.

notebooklm-py-diet-mcp

Connects AI coding agents to Google NotebookLM, enabling querying notebooks, adding sources, and generating artifacts like reports, podcasts, and slide decks.

Text Counter MCP Server

Provides a tool to calculate basic text metrics including character count, characters without spaces, and word count.

mcpwrapped

A lightweight proxy that allows users to filter MCP tools by whitelisting specific ones, preventing context window clutter. It sits between an MCP client and server to control tool visibility while transparently forwarding other protocol messages.

ekursy-mcp-py

Enables AI tools to access student profiles, course lists, grades, page contents, and course materials from the eKursy platform via the Model Context Protocol.

UiPath MCP Server

Enables AI assistants to securely interact with UiPath Orchestrator for managing queues, jobs, robots, and automation analytics through natural language.

Google Ads MCP Server

Enables reading and writing the Google Ads API for full campaign management, with a dry-run/confirm safety flow on every write.

AI Sales Analytics MCP Server

Automates sales data analysis by cleaning CSV, generating AI insights, creating interactive HTML dashboards, exporting PDF reports, and emailing them, all via MCP tools and multi-model AI fallback.

Cellpose MCP Server

Enables AI assistants to perform cell segmentation through natural language commands, including 2D/3D segmentation, batch processing, image restoration, and custom model training.

ARL MCP Improved

An MCP server for AI security analysis, enabling vulnerability scanning, sensitive information leak detection, and GitHub code leak monitoring via 48 tools.

datagov-uk

Enables access to UK government open data via the data.gov.uk CKAN API, allowing querying of datasets through natural language or direct MCP tools.

MCP book

我个人 MCP 服务器的单体仓库 —— 模型上下文协议手册

OECD MCP Server

Provides AI assistants access to over 5,000 OECD economic and statistical datasets via the SDMX API for search, analysis, and comparison across 38 countries.