发现优秀的 MCP 服务器

Qiniso

The deterministic fact-verification layer for AI agents. Validates the structured facts an agent emits — IBANs, payment cards, VAT and national tax IDs, crypto and bank addresses, domains, emails, phone numbers, securities and academic identifiers, plus dates, currencies and holidays — against checksums and curated authoritative data, not guesses.

Bitbucket MCP

Enables AI assistants to manage Bitbucket Cloud repositories, pull requests, branches, commits, pipelines, issues, and webhooks through the Model Context Protocol.

MCP Pytest Server

An MCP-compliant server that enables the execution of pytest test suites and the storage of results into a QA platform database. It allows AI models to trigger test runs, track execution progress, and retrieve historical test data through specialized tool interfaces.

Claude Code History MCP Server

An MCP server that enables users to retrieve, filter, and search through Claude Code conversation history stored in local projects. It provides tools for listing projects and sessions, paginating through message history, and searching across conversations with keyword filtering.

AWS Customer Playbook Advisor MCP

Provides real-time access to AWS security best practices, incident response playbooks, and preventive security measures from the official AWS Customer Playbook Framework repository. Enables users to query AWS security guidance for services like S3, IAM, EC2, and RDS through natural language.

rnaseq-plot-mcp

MCP server for RNA-seq downstream analysis, wrapping R scripts to generate plots and perform analyses like PCA, volcano, heatmap, enrichment, and WGCNA.

Kraken Pro MCP

Enables natural language trading and market data queries on Kraken Pro via Gemini CLI.

Schema Validator AI MCP

Schema Validator AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

aoirint_mcping_server

镜子 (jìng zi)

remote-mcp-server-authless

A remote MCP server deployable on Cloudflare Workers without authentication, allowing custom tool definitions and connections to MCP clients like Cloudflare AI Playground or Claude Desktop.

astrodynamics-mcp

An MCP server that equips LLM clients with authoritative astrodynamics tools including TLE/SGP4 propagation, Lambert solving, ground-station access, time-scale and coordinate-frame conversions, and more.

inkcheck

MCP server for AI agents to compile, playtest, and exhaustively explore ink interactive fiction stories, catching compile errors, runtime errors, unreachable content, and verifying story structure.

molt-mcp

Provides LLMs with access to molt-md, an encrypted markdown document hosting service, for managing and reading secure knowledge bases. It enables users to create, update, and organize encrypted documents into workspaces with full version control and end-to-end encryption.

mysql-mcp-pro

A production-grade MySQL MCP Server that enables AI assistants to securely and efficiently operate MySQL databases through a standardized protocol.

Template MCP Server

A production-ready template for developing MCP servers with Python and FastMCP, including example tools like a multiply calculator and code review prompt generator.

merlonix-mcp

Provides live infrastructure monitoring for AI agents, including domain health checks, MCP server security posture, email blacklists, broken-link scans, and cloud vendor status. No signup or API key needed for public tools.

MCP Cron Server

A standalone scheduling service providing cron-like job capabilities through the Model Context Protocol. It allows users to manage and execute scheduled tasks in OpenCode using natural language commands.

kali-mcp-server

基于Kali Linux的MCP服务器，为AI助手提供渗透测试和安全评估工具接口，支持网络扫描、Web扫描、密码攻击等90多个工具。

Literature Review Assistant

Search and retrieve academic papers from arXiv and DBLP databases, with AI-powered prompts to generate comprehensive research summaries, discover related topics, and identify leading authors in any field.

Total Recall

Portable MCP memory server giving AI agents persistent, verified, cross-session memory. 30 tools, SQLite + cloud sync, Chrome Extension for every AI chat platform. The only JavaScript MCP memory server. Includes behavioral learning engine, semantic search, knowledge scoping, session quality scoring, and web dashboard.

Kitchen MCP Server

A hosted, multi-tenant MCP server that exposes the Kitchen.co client-portal API to AI clients, enabling natural language interaction with tasks, documents, clients, invoices, and more.

mcp-tmux

Remote-first tmux co-pilot that lets LLMs operate inside real tmux sessions with SSH-aware discovery, deterministic window/pane control, and pull-based state snapshots for grounded terminal assistance.

Bi-Temporal Knowledge Graph MCP Server

Gives AI agents persistent memory with bi-temporal tracking, automatically extracting entities from natural language and enabling time-travel queries to understand facts as they existed at any point in history.

TeamAPI-MCP

Manages API documentation via Markdown files and exposes it as MCP tools for querying, searching, and updating interface specs, with an admin web UI and REST API.

phone-validation-x402

Validates phone numbers worldwide (carrier, line type, country) via single or batch requests, with pay-per-call using x402 micropayments (USDC on Base) — no API key required.

Mini CRM MCP

Enables querying and interacting with a SQLite CRM database of sales leads using natural language, offering tools for pipeline summaries, lead search, and weighted forecasting.

governance-mcp-server

MCP server for querying the DodaOne governance framework, enabling users to retrieve governance information and evaluate proposed actions.

boj-mcp

Unofficial MCP server for searching and recommending Baekjoon (BOJ) problems using the solved.ac API.

Git Stuff Server

MCP server providing Git-related functionalities, primarily a tool to generate diffs for Git merge commits against their first parent.

RuboCop MCP Server

Provides RuboCop and Rails linting capabilities to AI assistants like Claude and Cursor, allowing them to lint, auto-correct, and manage Ruby code style violations.