发现优秀的 MCP 服务器

MCP Uptime Ledger

Monitors MCP server uptime, auth failures, schema drift, and SLA evidence.

Weather Checker

Enables real-time weather lookup for any location via MCP, returning concise summaries from wttr.in.

mcp-servers-kurtseifried

镜子 (jìng zi)

LogLens

Enables log analysis through MCP tools for searching logs, retrieving error contexts, and summarizing incidents with self-verified root-cause hypotheses.

play-store-mcp

An MCP server that connects to the Google Play Developer API to deploy apps, manage releases, respond to reviews, and monitor app health through an AI assistant.

fsguard-mcp

Enables safe filesystem and git operations confined within a single allowed directory tree, using symlink-resolved path containment to protect against path traversal. Users can read, write, list, and search files, as well as initialize repos and run status, stage, commit, diff, and log operations through MCP.

vvk-charts-mcp

A modern Python MCP server for rendering customizable charts (line, bar, pie, scatter, area, combined dashboards) with Plotly, supporting export to PNG, SVG, and base64, and terminal charts with ANSI output.

Agentic CI/CD MCP Orchestrator

An MCP server that diagnoses GitHub Actions workflow failures and automatically creates repair pull requests using LLM-generated unified diffs. It includes a governance layer to orchestrate autonomous fixes or human-reviewed repairs based on risk assessment thresholds.

n8n-workflow-tester-safe

Safe MCP server and CLI tool for testing, scoring, and inspecting n8n workflows. Features 19 tools for workflow testing, execution traces, tiered scoring, and a built-in node catalog with 800+ node types. Designed with safety-first approach: no credential management, no secrets lifecycle, no auto-fix loops.

GCAL-MCP

A Model Context Protocol server that provides read-only access to the Google Calendar API v3. It enables users to list calendars, search for events, check free/busy availability, and retrieve calendar settings.

memo-mcp

This is an MCP server that enables agents to record, search, and retrieve memos using LowDB as a lightweight local database.

NotebookLM MCP

Integrates Google NotebookLM into Claude to allow users to manage notebooks, add sources, and generate diverse content like podcasts, slides, and reports. It enables natural language interaction with notebook sources across Claude Desktop and Claude Code.

Gemini CLI Orchestrator MCP

A lightweight MCP server that enables AI agents to perform deep codebase analysis by leveraging Gemini's massive context window for cross-file analysis and intelligent file selection.

semantic-code-mcp

A self-hosted semantic code retrieval MCP server that enables natural language queries to find relevant code snippets using Tree-sitter AST parsing, embedding, and hybrid search with reranking.

Vision MCP

Enables text-only LLMs to process images by describing them through a configurable vision model.

VikingDB MCP server

镜子 (jìng zi)

MCP Advisor

MCP server that lets AI assistants browse, search, and discover MCP servers from the MCP Advisor registry. Provides tools for searching servers, fetching details, and getting install instructions for various clients.

ServiceNow CMDB MCP Server

Connects AI assistants to ServiceNow CMDB via natural language, enabling querying, dependency analysis, health auditing, CI lifecycle management, and configurable inspection.

upload-post-mcp

A local MCP server that lets Claude post to social media via upload-post.com — text, photos, and videos across 13 platforms.

fallbond-mcp

Sovereign, MIT-licensed MCP server wrapping the fallbond SDK for secure, offline-capable professional-service workflow management with Ed25519-signed transactions.

tea-planner

MCP server for tea enthusiasts to get daily tea recommendations, manage tea inventory, and fine-tune brewing parameters based on taste feedback.

ToGMAL MCP Server

Provides real-time, privacy-preserving analysis of LLM interactions to detect problematic behaviors like medical advice, dangerous file operations, physics speculation, and unsupported claims. Recommends safety interventions and builds a taxonomy of LLM limitations through crowdsourced evidence collection.

MCP Tools

Provides context management and todo persistence with AI second opinions from ChatGPT and Claude. Enables saving code snippets, conversations, and todos across sessions with full-text search capabilities.

driftglass

MCP server that maintains cited, current answers to standing research questions by tracking chosen sources, consolidating repeated coverage, and providing evidence-based briefs with change signals.

LeaveManager

Enables managing employee leave requests including checking balance, applying for leave, and viewing history.

dingdawg-finance-agent

Enables AI assistants to perform financial analysis, budget forecasting, compliance checks, expense categorization, and risk assessment, returning structured JSON with audit-ready governance receipts.

dados-b3-mcp

MCP server providing fundamentalist data for 402 Brazilian listed companies (B3) from 2010 to today, with public methodology, point-in-time multiples, and no look-ahead bias.

docs-scraper

Enables scraping and searching documentation websites using semantic or keyword search, with support for multiple deployment modes.

Say Ur Intent

Local-first Sui review and evidence layer for AI clients. It enables users to review and approve Sui transactions in their own wallet after AI requests, without the AI having signing authority.