MCP Server Quality Scores
Independent quality analysis of 46347 public MCP servers
Last updated 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46301 |
DrissionPage-MCP-Server
Claim
基于 DrissionPage 的模型上下文协议 (MCP) 服务,为 AI 助手提供强大的浏览器自动化能力。
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| 46302 |
mcp-pr-reviewer
Claim
Analyzes GitHub Pull Requests using AI via MCP, providing detailed feedback and…
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| 46303 |
WebsiteOps MCP Server
Claim
Bridges AI coding assistants with website codebases, local git repositories, an…
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| 46304 |
Indico MCP Server
Claim
Provides access to CERN Indico public events, enabling search, retrieval of eve…
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| 46305 |
knowledge-to-action-mcp
Claim
Turn Obsidian notes into agent-ready context, preview-only plans, and safe repo…
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| 46306 |
Grants Gov
Claim
Grants.gov MCP — open federal grant opportunities (free, no auth)
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| 46307 |
A framework that supports stdio, streamable HTTP, and SSE protocols for MCP ser…
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| 46308 |
Automated MCP server that listens for Hugging Face discussion comments, extract…
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| 46309 |
LangSearch MCP Server
Claim
Provides access to LangSearch's Web Search and Semantic Rerank APIs for AI assi…
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| 46310 |
ContextualAgentRulesHub
Claim
MCP server for storing and retrieving context-specific agent rules, enabling AI…
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| 46311 |
weather mcp
Claim
A lightweight Model Context Protocol (MCP) server that gives AI assistants the …
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| 46312 |
server-nothing
Claim
A minimal MCP test server for validating initial client/server setup, offering …
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| 46313 |
Glystn
Claim
Discover content, creators, and trends all from your favorite LLM. Good for exp…
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| 46314 |
Kira
Claim
Automatically provides AI agents with proven instructions and past failure warn…
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| 46315 |
MCP Agent Server
Claim
A hub for creating and managing AI agents that connect to MCP-compatible client…
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| 46316 |
Financial Research
Claim
Analyze stocks with summaries, SEC filings, analyst targets and recommendations…
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| 46317 |
Cisco MCP Pods Server
Claim
Enables AI agents to interact with Cisco API Gateway pods endpoints for complet…
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| 46318 |
MCP Server Fly
Claim
A reusable MCP server for Fly.io offering utility tools including weather, web …
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| 46319 |
Fun Translations
Claim
Give your AI agent access to 150+ translators covering fictional languages, pop…
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| 46320 |
blatant-why
Claim
AI-powered biologics design campaign agent — multi-agent orchestration with Bol…
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| 46321 |
Calendar MCP Server
Claim
A Model Context Protocol (MCP) server for Google Calendar integration in Claude…
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| 46322 |
figma-mcp-server
Claim
Enables developers to extract and organize Figma design files, including comple…
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| 46323 |
prompt-plus-plus-mcp
Claim
An advanced MCP server that intelligently enhances prompts using 44+ metaprompt…
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| 46324 |
simple-dicom-mcp
Claim
Enables AI assistants to query and read data on DICOM servers (PACS, VNA, etc.).
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| 46325 |
Programmatic access to Apple Reminders via SSE, enabling creation, reading, upd…
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| 46326 |
Zabbix MCP Server
Claim
Comprehensive MCP server for integrating with Zabbix monitoring systems, provid…
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| 46327 |
Provides a standardized interface for interacting with Reddit's tools and servi…
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| 46328 |
A managed AI marketing agent that plugs into all your AI tools. Ask about your …
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| 46329 |
Integration Quest
Claim
Enables playing a Workato-themed text-based RPG through MCP tools, allowing use…
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| 46330 |
Rally MCP Server
Claim
An MCP server that provides AI assistants with tools for Mercado Libre and Shop…
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| 46331 |
Sales MCP Server
Claim
Enables users to query enterprise sales data from a local SQLite database and i…
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| 46332 |
macos-control-mcp
Claim
Give AI agents eyes and hands on macOS.
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| 46333 |
MCP Shopify Admin Server
Claim
Exposes Shopify Admin API capabilities to LLMs, enabling product, order, custom…
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| 46334 |
sflight-mcp
Claim
Enables natural language querying of SAP flight data (airlines, flights, bookin…
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| 46335 |
MCP Security Tools Suite
Claim
Enables ethical security testing and attack surface management through SSL cert…
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| 46336 |
Monitors and analyzes GitHub repository health by detecting stale branches, old…
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| 46337 |
D-Tools MCP Server
Claim
A production-ready MCP server that connects AI assistants to the D-Tools System…
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| 46338 |
elevenlabs-call-mcp
Claim
Enables Poke to place real outbound phone calls using ElevenLabs Conversational…
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| 46339 |
seven-mcp
Claim
MCP server for the seven.io API, enabling SMS, voice, RCS messaging, and accoun…
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| 46340 |
context-diamond
Claim
Enables LLM agents to compress handoffs into structured, auditable context caps…
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| 46341 |
A policy-enforcing MCP sidecar that provides Gmail and Google Calendar tools, e…
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| 46342 |
Haloscan MCP Server
Claim
Enables SEO analysis by interacting with the Haloscan API, providing keyword re…
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| 46343 |
mcp-db-server
Claim
Enables querying PostgreSQL and MySQL databases using natural language, with RE…
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| 46344 |
OpenClaw MCP Server
Claim
Exposes your OpenClaw assistant to Claude Desktop via Streamable HTTP transport…
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| 46345 |
Context Pilot
Claim
MCP server providing persistent, searchable memory management for AI workflows,…
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| 46346 |
vault-memory
Claim
Local-first agentic knowledge layer over Obsidian notes, enabling MCP-aware age…
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| 46347 |
document-to-json-mcp
Claim
Convert PDFs to structured JSON. Extract invoices, bank statements, contracts, …
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