发现优秀的 MCP 服务器

Harvest MCP Server

Provides MCP integration for Harvest's time tracking, project management, and invoicing functionality, enabling natural language interaction with Harvest API through tools for managing clients, time entries, projects, tasks, and users.

plr-mcp

A Model Context Protocol server for PyLabRobot that exposes liquid handler, plate reader, thermocycler, and heater-shaker as MCP tools. It ships in simulation mode by default, allowing end-to-end testing without hardware.

atcoder-mcp-server

Read-only MCP server for accessing AtCoder problem statements and samples, enabling problem retrieval and search without contest interference.

MCP All-in-One Server

A versatile MCP server providing tools for arithmetic operations, n8n webhook integration, and access to a customer support playbook resource. It also includes specialized prompt templates for converting webinar transcripts into engaging blog posts.

hashline-mcp

An MCP server for precise, hash-referenced file editing that enables atomic edits using line:hash references instead of fragile line numbers or full content reproduction.

asdecided-core

Provides deterministic, read-only access to engineering decisions, requirements, and designs stored as Markdown in a repository, enabling agents to retrieve and follow decided context without embeddings or external services.

rxjs-mcp-server

Execute, debug, and visualize RxJS streams directly from AI assistants like Claude.

Base dos Dados MCP

This MCP server provides AI-optimized access to Brazil's largest open data platform, Base dos Dados, enabling dataset search and direct BigQuery SQL execution for Brazilian public datasets.

mcp-reticle

The Wireshark for the Model Context Protocol (Reticle) intercepts, visualises, and profiles MCP JSON-RPC traffic in real time — designed for microsecond-level overhead.

SkyeNet-MCP-ACE

Enables AI agents to execute server-side JavaScript and perform CRUD operations directly on ServiceNow instances with context bloat reduction features for efficient token usage.

Open Finance US MCP

A standalone MCP server wrapping Mastercard Open Finance US (Finicity) APIs for open banking operations, enabling financial data access and payment services.

tradex

Enables agents to discover and pay for AI services per call via USDC on Solana, supporting marketplace search, listing details, on-chain reputation, wallet info, and paid calls.

MCP Database Manager

Enables AI assistants to interact with and manage multiple database types (PostgreSQL, MySQL, SQLite, SQL Server, MongoDB, Redis) through natural language, supporting query analysis, schema management, data analysis, backup/restore, and security analysis.

OrcaRail MCP

Official MCP server for accepting crypto payments through OrcaRail. It enables AI agents to create payment intents, manage subscriptions, handle product catalogs, and get exchange rates via natural language.

Financial Intelligence MCP Server

A production-grade MCP server that provides financial ML tools including RAG search, anomaly detection, contract summarization, vendor graph analysis, and model drift monitoring using entirely free, open-source components.

MCP SQL Server Tool

A read-only MCP server for Microsoft SQL Server that enables metadata discovery, parameterized queries, and query analysis with profile-based configuration and strict no-DML/DDL enforcement.

japanfinance-agent

Compound MCP agent that integrates EDINET, TDNET, e-Stat, and stock price sources for comprehensive Japanese company analysis, macro economic snapshots, and earnings monitoring through a single interface.

Remote MCP Server

A Cloudflare Workers-based MCP server that enables tool integration with Claude AI through OAuth login, allowing users to extend Claude's capabilities with custom tools like mathematical operations.

Alayman MCP Server

Enables access to articles from alayman.io, allowing users to fetch, search, and filter technical content through natural language. It supports pagination and keyword-based filtering for specific topics like React, Angular, and TypeScript.

MyFitnessPal MCP Server

Enables AI assistants to read and write MyFitnessPal data, including food diary, exercises, body measurements, nutrition goals, and water intake.

agentfi-mcp-server

DeFi execution and agent-to-agent economy tools for AI agents — swaps, yield, transfers, policy enforcement, trust scoring, A2A jobs, and P\&L across Ethereum, Base, Arbitrum, and Polygon.

pdf-reader-mcp

MCP server for extracting text from PDF files, supporting local files and URLs.

Exir MCP Server

A multi-tenant MCP gateway that connects AI agents to the Exir CRM API, enabling secure, permissioned access to customers, leads, tasks, invoices, and more through natural language.

goaltree

MCP server for GoalT, a multi-parent value-propagating goal graph. It enables building and querying goal trees, listing priorities, and opening a live dashboard that highlights the active goal during Claude Code sessions.

Temporal MCP Server

Enables AI assistants to manage Temporal workflows, schedules, and workflow executions through a standardized interface.

Reddit MCP Server

Enables read-only access to Reddit for searching posts within specific subreddits using OAuth2 authentication. It allows users to search by query and sort results by relevance, popularity, or date.

graph-mcp-java-gen

Converts natural-language requests into validated, compilable Java test methods, grounding all symbols in a graph catalog and enforcing strict correctness via multi-layer validation.

portaljs-mcp-server

A remote MCP server deployed on Cloudflare Workers without authentication, enabling tools via SSE for use with AI playgrounds and desktop clients.

MCP Servers Search

Enables discovery and querying of available MCP servers from the official repository. Supports searching by name, description, features, categories, and provides random server suggestions for exploration.

mcp-arcgis-richmond

Enables searching and querying City of Richmond GIS open geospatial datasets such as parcels, zoning, and public works via ArcGIS services.