发现优秀的 MCP 服务器

Claude-Gemini Compactor MCP

An MCP server that bypasses Claude's context by routing file processing to local or cloud AI, saving token costs. It reads files from disk and returns distilled results without Claude seeing the raw content.

ashare-mcp

MCP server for Chinese A-share (Shanghai/Shenzhen/Beijing) financial statements: pull annual reports, run 4 industry-aware accounting cross-checks, and peer-compare companies with derived avg-equity ROE.

fleapit

MCP server that enables AI agents to search torrents, download them, and stream video directly to VLC while managing active downloads.

Kuksa MCP Server

A Model Context Protocol (MCP) server that connects LLMs to vehicle data via the Eclipse Kuksa Databroker, enabling AI assistants to read and write vehicle signals using the standardized COVESA Vehicle Signal Specification.

nagi-ledger

MCP server for the nagi-ledger audit ledger and guardrail toolkit, exposing tools to record and annotate AI agent actions, subagent dispatches, and known dead ends, plus query session reports and statistics.

Weather MCP Server

Provides current weather information for any city worldwide using the free Open-Meteo API, enabling users to query temperature, wind speed, humidity, and weather conditions through natural language.

mikuproject-mcp

MCP server adapter for mikuproject, providing tools, resources, and prompts to interact with mikuproject through the Model Context Protocol.

Remote MCP Server (Authless)

A remote MCP server deployed on Cloudflare Workers without authentication, enabling connection from AI Playground and Claude Desktop via mcp-remote proxy.

sitedrop

MCP server for self-hosted static site publishing on Cloudflare Workers. Enables AI coding agents to deploy pages with a single 'publish' tool and get live URLs, with support for atomic updates, versioning, and per-site passwords.

wtrl_mcp

Assist LLM writing Waterloo Docstrings, a format with emphasis on machine-verifyable normativity.

MBTA MCP Server

Enables AI clients to access Boston's MBTA public transit data, including real-time predictions, schedules, route planning, and service alerts.

ProofGate MCP Server

Pre-execution firewall for autonomous agents that scans URLs via Telegraph, enforces allow/warn/block policy, and maintains a hash-chained audit ledger.

Meraki MCP Server

Exposes a curated subset of the Cisco Meraki Dashboard API to MCP-aware clients with role-based access control.

agent-context

A stateless MCP server providing persistent, structured project memory for AI coding agents via a markdown folder. It allows agents to record decisions, plans, and notes, which are stored and synced with git.

agent-workspace-mcp

A TypeScript-aware MCP server that provides coding agents with repository discovery, code intelligence, and web project context for local codebases. It enables deep symbol navigation, diagnostic reporting, and structural analysis of monorepos without requiring full IDE integration.

Statistical Testing MCP Server

A read-only MCP server for bounded table discovery, deterministic profiling, and maintained-library statistical testing (Welch's t-test and two-proportion z-test) using SQLite, pandas, SciPy, and statsmodels.

Data File Analysis MCP Server

Enables analysis of CSV and Parquet files by providing summaries of row and column counts. Includes sample data and tools for easy integration.

mcp-science-feeds

Provides curated science and space feeds (RSS/Atom/RDF) with tools to list feeds, read items, and fetch any feed by URL, enabling AI agents to access the latest scientific news.

UIZZE

STOP UI SLOP. Gives coding agents searchable evidence from 800,000+ real web and iOS screens, design contracts, and a hard UI finish gate.

Code Graph Knowledge System

Transforms code repositories and development documentation into a queryable Neo4j knowledge graph, enabling AI assistants to perform intelligent code analysis, dependency mapping, impact assessment, and automated documentation generation across 15+ programming languages.

Car Deals Search MCP

Enables AI assistants to search and aggregate used-vehicle listings across Cars.com, Autotrader, and KBB, with filters for price, mileage, dealer information, and CARFAX-style history conditions.

datahub-cm-mcp

Read-only MCP server for querying Cloudera Manager metrics (CPU, memory, disk, health) for CDP Public Cloud DataHubs via natural language, using workload credentials and Knox.

@mesheshq/mcp-server

Enables emitting product events, managing workspaces, routing rules, and integration connections for the Meshes universal integration layer.

resume-mcp

MCP server that exposes a resume as callable tools and resources, enabling AI agents to query experience, skills, projects, and contact information via natural language.

DVF Paris

An MCP app that displays interactive Paris real estate price statistics per arrondissement inside Claude, with map, comparison, and address search.

my-remote-mcp-py

A remote MCP Server demo using FastMCP and Streamable HTTP, offering tools (add, now, fetch_url_title, long_task with progress), resources, prompts, and autocomplete for remote client connections.

repo-memory-mcp

MCP server for sharing source-backed engineering memory across AI coding clients like Cursor and VS Code.

godot-mcp

Give your AI assistant eyes and hands in the Godot editor — and a running game it can actually playtest.

FastMCP Template

A FastMCP server template that provides a greet tool returning personalized greetings. It supports local, Docker, and Railway cloud deployments.