发现优秀的 MCP 服务器

failure-memory

Failure Memory provides AI coding agents with a shared local memory of failures, enabling them to record, recall, and learn from mistakes across sessions.

Wrath MCP Server

Provides MCP tools for managing the Wrath Grok addon, including doctor, config, policy_check, journal_tail, session_stats, and set_enabled.

Databricks MCP Server

Enables AI assistants like Claude to interact with Databricks workspaces through secure OAuth authentication, allowing users to execute SQL queries, manage clusters, create jobs, and access workspace resources through natural language.

cartograph-mcp

Exposes a focused widget workflow for agents, enabling search, inspect, install, create, validate, checkin, and configuration of Cartograph widgets without mirroring the full CLI.

Project Opener MCP Server

用于在 VS Code 或 Visual Studio 中轻松打开 code3 项目的 MCP 服务器

ANTT SIFAMA: Consultar Multas

MCP server to consult ANTT SIFAMA fines (multas) from the official source, with a single read-only tool and pay-per-use credits.

openfinance-analyst

MCP server for personal finance via Open Finance, consolidating accounts and cards and answering spending questions with aggregated numbers. Provides tools for category spending, recurring subscriptions, budgets, card bills, and installment forecasts, with data stored locally in an encrypted SQLite database.

Splits MCP Server

Enables managing Splits transactions, accounts, signers, and authentication through natural language or AI assistants.

MockLoop MCP Server

A Model Context Protocol server that generates and runs mock API servers from API documentation like OpenAPI/Swagger specs, enabling developers and AI assistants to quickly spin up mock backends for development and testing.

Odoo MCP Server

一个 MCP 服务器实现，可以与 Odoo ERP 系统集成，从而使 AI 助手能够通过模型上下文协议与 Odoo 数据和功能进行交互。

mcp-server-gdrive

gdrive mcp capable of upload

persistproc

An MCP server that lets agents and humans monitor and control long-running processes, reducing copy-pasting between AI tools and enabling multiple agents to interact with the same process outputs.

FinData

MCP server providing professional financial data access for LLMs through providers like Tushare, Wind, and DataYes.

Linear MCP Server

一个模型上下文协议（Model Context Protocol）服务器，它与 Linear 集成，使 AI 助手能够创建、更新、搜索和评论问题，用于项目管理和问题跟踪。

Limitless Library

MCP server for verified reuse infrastructure that lets agents query before work to obtain safe, permissioned results (exact component, source-free method, or abstention) with receiver-owned verification and non-disclosure guarantees.

milele-prime-mcp

Read-only MCP server that lets a verified client connect their own AI to their trading account to read account data without order execution.

MCP SageMath Server

Enables execution of SageMath mathematical computations through a local SageMath installation. Provides tools to check SageMath version and evaluate SageMath scripts with configurable timeouts and error handling.

Research MCP Server

23 research tools for AI agents: web search, social media, academic papers, SEC filings, citation verification, reliability scoring. Pay-per-call from $0.01.

Filesystem MCP Server

Provides file system tools for resume matching agents, enabling reading, writing, searching, listing, watching, and batch processing of files via the Model Context Protocol.

expense

MCP server for Expense, a receipt tracker that lets AI assistants capture receipts, log mileage, answer spending questions, build reports, and reconcile bank statements from your expense data.

garmin-mcp

A local MCP server that exposes Garmin Connect activity, health, and training data as tools for Claude Desktop. It provides read-only access to metrics like activities, sleep, heart rate, and training readiness.

Modular RAG MCP Server

A pluggable, observable modular RAG service framework that exposes tool interfaces via the MCP protocol, enabling AI assistants like Copilot and Claude to directly query knowledge bases.

PDF Extraction MCP Server

Enables Claude to extract text and metadata from PDF files via URL or base64 encoding. Supports optional bearer token authentication and can be deployed as a custom connector on claude.ai.

Shop SQLite MCP

Enables safe, read-only analysis of an online store's SQLite database, providing schema introspection, restricted SELECT queries, and specialized analytics tools through MCP.

mcp-dev-utils

A lightweight MCP server providing everyday developer utilities such as JSON formatting, UUID generation, Base64 conversion, HTTP status lookup, and Unix timestamp conversion as tools and resources.

Haloscan MCP Server

An MCP server that integrates with the Haloscan SEO API to provide tools for keyword research, SERP analysis, and domain performance tracking. It enables users to perform comprehensive SEO tasks, including competitor analysis and visibility monitoring, within MCP-compatible clients.

MCP Nano Banana

Enables image generation using the Google Gemini API through a simple text prompt. Generated images are saved locally and hosted online via ImgBB for easy access and sharing.

OptimToken MCP

Enables AI assistants to fetch live, dated prices for LLM models and cloud compute instances across providers, compare and recommend models, and estimate monthly costs based on workload-specific token shapes and constraints.

K-MCP: Kali Model Context Protocol Server

Connects AI assistants to a Kali Linux terminal for executing security tools, managing interactive shell sessions, and performing penetration testing, CTF challenges, and security research tasks.