MCP Server Quality Scores
Independent quality analysis of 46347 public MCP servers
Last updated 1 hour, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46101 |
Grafana FastMCP Server
Claim
Enables MCP-compatible agents to interact with Grafana instances for searching,…
|
— | ||||||||
| 46102 |
MCP Weather Service
Claim
A weather service built using Model-Context-Protocol (MCP) that provides curren…
|
— | ||||||||
| 46103 |
fichapao-mcp-server
Claim
MCP server for managing bakery recipe technical sheets with Postgres. Enables A…
|
— | ||||||||
| 46104 |
Claude MCP Starter
Claim
A production-ready MCP server template with built-in tools for file search, web…
|
— | ||||||||
| 46105 |
nima-career-mcp
Claim
Exposes Nima Karami's curated, public-safe career history. Allows AI to select …
|
— | ||||||||
| 46106 |
OpenAI Ads MCP Server
Claim
An MCP server that exposes the ChatGPT Ads API as tools an LLM host can call.
|
— | ||||||||
| 46107 |
mcp-server-demo
Claim
Example MCP server built with FastMCP, demonstrating tools, resources, and prom…
|
— | ||||||||
| 46108 |
A simple program that helps you connect to many PostgreSQL databases at once, p…
|
— | ||||||||
| 46109 |
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。
|
— | ||||||||
| 46110 |
mcp-pr-reviewer
Claim
Analyzes GitHub Pull Requests using AI via MCP, providing detailed feedback and…
|
— | ||||||||
| 46111 |
WebsiteOps MCP Server
Claim
Bridges AI coding assistants with website codebases, local git repositories, an…
|
— | ||||||||
| 46112 |
Indico MCP Server
Claim
Provides access to CERN Indico public events, enabling search, retrieval of eve…
|
— | ||||||||
| 46113 |
knowledge-to-action-mcp
Claim
Turn Obsidian notes into agent-ready context, preview-only plans, and safe repo…
|
— | ||||||||
| 46114 |
Grants Gov
Claim
Grants.gov MCP — open federal grant opportunities (free, no auth)
|
— | ||||||||
| 46115 |
A framework that supports stdio, streamable HTTP, and SSE protocols for MCP ser…
|
— | ||||||||
| 46116 |
Automated MCP server that listens for Hugging Face discussion comments, extract…
|
— | ||||||||
| 46117 |
LangSearch MCP Server
Claim
Provides access to LangSearch's Web Search and Semantic Rerank APIs for AI assi…
|
— | ||||||||
| 46118 |
ContextualAgentRulesHub
Claim
MCP server for storing and retrieving context-specific agent rules, enabling AI…
|
— | ||||||||
| 46119 |
weather mcp
Claim
A lightweight Model Context Protocol (MCP) server that gives AI assistants the …
|
— | ||||||||
| 46120 |
server-nothing
Claim
A minimal MCP test server for validating initial client/server setup, offering …
|
— | ||||||||
| 46121 |
Glystn
Claim
Discover content, creators, and trends all from your favorite LLM. Good for exp…
|
— | ||||||||
| 46122 |
Kira
Claim
Automatically provides AI agents with proven instructions and past failure warn…
|
— | ||||||||
| 46123 |
MCP Agent Server
Claim
A hub for creating and managing AI agents that connect to MCP-compatible client…
|
— | ||||||||
| 46124 |
Financial Research
Claim
Analyze stocks with summaries, SEC filings, analyst targets and recommendations…
|
— | ||||||||
| 46125 |
Cisco MCP Pods Server
Claim
Enables AI agents to interact with Cisco API Gateway pods endpoints for complet…
|
— | ||||||||
| 46126 |
MCP Server Fly
Claim
A reusable MCP server for Fly.io offering utility tools including weather, web …
|
— | ||||||||
| 46127 |
Fun Translations
Claim
Give your AI agent access to 150+ translators covering fictional languages, pop…
|
— | ||||||||
| 46128 |
blatant-why
Claim
AI-powered biologics design campaign agent — multi-agent orchestration with Bol…
|
— | ||||||||
| 46129 |
Calendar MCP Server
Claim
A Model Context Protocol (MCP) server for Google Calendar integration in Claude…
|
— | ||||||||
| 46130 |
figma-mcp-server
Claim
Enables developers to extract and organize Figma design files, including comple…
|
— | ||||||||
| 46131 |
prompt-plus-plus-mcp
Claim
An advanced MCP server that intelligently enhances prompts using 44+ metaprompt…
|
— | ||||||||
| 46132 |
simple-dicom-mcp
Claim
Enables AI assistants to query and read data on DICOM servers (PACS, VNA, etc.).
|
— | ||||||||
| 46133 |
Programmatic access to Apple Reminders via SSE, enabling creation, reading, upd…
|
— | ||||||||
| 46134 |
Zabbix MCP Server
Claim
Comprehensive MCP server for integrating with Zabbix monitoring systems, provid…
|
— | ||||||||
| 46135 |
Provides a standardized interface for interacting with Reddit's tools and servi…
|
— | ||||||||
| 46136 |
A managed AI marketing agent that plugs into all your AI tools. Ask about your …
|
— | ||||||||
| 46137 |
Integration Quest
Claim
Enables playing a Workato-themed text-based RPG through MCP tools, allowing use…
|
— | ||||||||
| 46138 |
Rally MCP Server
Claim
An MCP server that provides AI assistants with tools for Mercado Libre and Shop…
|
— | ||||||||
| 46139 |
Sales MCP Server
Claim
Enables users to query enterprise sales data from a local SQLite database and i…
|
— | ||||||||
| 46140 |
macos-control-mcp
Claim
Give AI agents eyes and hands on macOS.
|
— | ||||||||
| 46141 |
MCP Shopify Admin Server
Claim
Exposes Shopify Admin API capabilities to LLMs, enabling product, order, custom…
|
— | ||||||||
| 46142 |
sflight-mcp
Claim
Enables natural language querying of SAP flight data (airlines, flights, bookin…
|
— | ||||||||
| 46143 |
MCP Security Tools Suite
Claim
Enables ethical security testing and attack surface management through SSL cert…
|
— | ||||||||
| 46144 |
Monitors and analyzes GitHub repository health by detecting stale branches, old…
|
— | ||||||||
| 46145 |
D-Tools MCP Server
Claim
A production-ready MCP server that connects AI assistants to the D-Tools System…
|
— | ||||||||
| 46146 |
elevenlabs-call-mcp
Claim
Enables Poke to place real outbound phone calls using ElevenLabs Conversational…
|
— | ||||||||
| 46147 |
seven-mcp
Claim
MCP server for the seven.io API, enabling SMS, voice, RCS messaging, and accoun…
|
— | ||||||||
| 46148 |
context-diamond
Claim
Enables LLM agents to compress handoffs into structured, auditable context caps…
|
— | ||||||||
| 46149 |
A policy-enforcing MCP sidecar that provides Gmail and Google Calendar tools, e…
|
— | ||||||||
| 46150 |
Haloscan MCP Server
Claim
Enables SEO analysis by interacting with the Haloscan API, providing keyword re…
|
— | ||||||||