MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 1 hour, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33151 |
mcp-pine
Claim
Memory inspection and savestate control for PCSX2 and other emulators speaking …
|
— | ||||||||
| 33152 |
clude-mcp
Claim
A self-hosted MCP server that gives AI agents persistent, searchable memory wit…
|
— | ||||||||
| 33153 |
CX Assistant MCP
Claim
Enables querying Cisco CX Assistant (production and stage) directly from Cursor…
|
— | ||||||||
| 33154 |
quant
Claim
Quant tools + an NFL fantasy draft assistant for AI agents — Kalshi & Polymarke…
|
— | ||||||||
| 33155 |
Attio CRM
Claim
Streamline your Attio workflows using natural language to search, create, updat…
|
— | ||||||||
| 33156 |
musicolet-mcp
Claim
Extracts listening metrics from Musicolet backup files and builds a static dash…
|
— | ||||||||
| 33157 |
mcp-server-hello
Claim
MCP server providing tools for addition, current time, config index updates, a …
|
— | ||||||||
| 33158 |
OVHcloud MCP Server
Claim
Manage VPS, domains, DNS, billing, and execute SSH commands from any MCP-compat…
|
— | ||||||||
| 33159 |
Torify gives AI agents the Japanese locale primitives that standard libraries l…
|
— | ||||||||
| 33160 |
Claude Meet MCP
Claim
AI-powered scheduling assistant that checks calendars, finds mutual availabilit…
|
— | ||||||||
| 33161 |
Mida MCP Server
Claim
Enables AI to automatically perform Root Cause Analysis for app issues (e.g., s…
|
— | ||||||||
| 33162 |
macos-mcp
Claim
Local MCP server for macOS native apps: Mail, Calendar, Reminders, Notes, Messa…
|
— | ||||||||
| 33163 |
WebdriverIO MCP Server
Claim
A Model Context Protocol server that acts as a bridge, allowing LLMs and AI age…
|
— | ||||||||
| 33164 |
Medical MCP Chatbot
Claim
A FastAPI backend service that connects to Azure's Managed Chat Project using G…
|
— | ||||||||
| 33165 |
smithery_claude
Claim
|
— | ||||||||
| 33166 |
agy-discord-mcp
Claim
Bridges a Discord bot with the agy CLI, enabling inbound messages to be relayed…
|
— | ||||||||
| 33167 |
mcp-server
Claim
|
— | ||||||||
| 33168 |
blockout-mcp
Claim
Enables AI agents to control the Blockout previs desktop app for AI filmmaking,…
|
— | ||||||||
| 33169 |
federal-spend-ai
Claim
MCP server for analyzing Canadian federal spending data, offering tools for con…
|
— | ||||||||
| 33170 |
Backtesting Arena
Claim
Daily Bitcoin/crypto cycle scoring, on-chain indicators, strategy insights, on-…
|
— | ||||||||
| 33171 |
Laguarde
Claim
Self-hostable policy control plane for AI coding agents.
|
— | ||||||||
| 33172 |
RAG MCP Server
Claim
A Model Context Protocol (MCP) server for Retrieval-Augmented Generation (RAG) …
|
— | ||||||||
| 33173 |
jam
Claim
🍓🫙 MCP server for Toast POS — restaurant operations, inventory, orders, analyti…
|
— | ||||||||
| 33174 |
unreal-animation-mcp
Claim
Enables AI agents to inspect, search, and edit Unreal Engine animation data inc…
|
— | ||||||||
| 33175 |
django-mcp-inspector
Claim
Exposes Django runtime information (settings, apps, URLs, models, migrations) a…
|
— | ||||||||
| 33176 |
PaperMCP
Claim
Enables searching and accessing academic papers from 23+ sources (including arX…
|
— | ||||||||
| 33177 |
ZenMoney MCP
Claim
Read-only MCP server for ZenMoney that syncs financial data into memory and exp…
|
— | ||||||||
| 33178 |
LinkedIn MCP Server
Claim
An MCP server that enables AI assistants to interact with LinkedIn, including j…
|
— | ||||||||
| 33179 |
Roxels
Claim
Let AI agents create configurable voice agents via meeting rooms and return str…
|
— | ||||||||
| 33180 |
Provides AI agents with fully interactive terminal sessions, including TUI supp…
|
— | ||||||||
| 33181 |
Famma AI MCP Auth
Claim
Enables developers to build OAuth-protected MCP servers on Cloudflare Workers w…
|
— | ||||||||
| 33182 |
trac-mcp-server
Claim
Enables AI agents to manage Trac projects with full CRUD operations on tickets,…
|
— | ||||||||
| 33183 |
allcanuse-mcp
Claim
A MCP server for Windows/Linux that provides 90+ tools enabling AI assistants t…
|
— | ||||||||
| 33184 |
mcp-audible
Claim
Enables searching, managing library, wishlist, and credits on Audible through b…
|
— | ||||||||
| 33185 |
Enables AI-powered operations on WordPress sites, integrating multiple LLM prov…
|
— | ||||||||
| 33186 |
uipath-orchestrator-mcp
Claim
Enables AI assistants to interact with UiPath Orchestrator through 23 tools, in…
|
— | ||||||||
| 33187 |
rugguard-mcp
Claim
MCP server for RugGuard, enabling AI agents to perform pre-trade rug checks on …
|
— | ||||||||
| 33188 |
math-solver-ai-mcp
Claim
math-solver-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 33189 |
google-research-mcp
Claim
Implements Anthropic's multi-agent research architecture with subagent spawning…
|
— | ||||||||
| 33190 |
weather
Claim
An MCP server that provides weather alerts and forecasts using the National Wea…
|
— | ||||||||
| 33191 |
A production-quality MCP server for querying Cisco security advisories via the …
|
— | ||||||||
| 33192 |
Remote MCP Server
Claim
A Cloudflare Workers-based implementation of Model Context Protocol (MCP) serve…
|
— | ||||||||
| 33193 |
Huawei Cloud MCP Servers
Claim
Provides MCP servers for managing Huawei Cloud ECS, CodeArts Pipeline, and CTS …
|
— | ||||||||
| 33194 |
atlassian-mcp
Claim
Enables Claude and Claude Code to interact with Atlassian Cloud (Confluence and…
|
— | ||||||||
| 33195 |
wp-mcp
Claim
Connects WordPress sites to AI agents, enabling content management through natu…
|
— | ||||||||
| 33196 |
mcp-feedback-enhanced
Claim
Establishes feedback-oriented development workflows with dual Web UI and Deskto…
|
— | ||||||||
| 33197 |
fi-lookup-mcp
Claim
Resolves messy financial institution records against canonical regulatory ident…
|
— | ||||||||
| 33198 |
Tonn MCP Server
Claim
Enables AI assistants to mix, master, and analyze audio using the RoEx Tonn API…
|
— | ||||||||
| 33199 |
mcp-googletasks-2
Claim
|
— | ||||||||
| 33200 |
office-mcp-server
Claim
MCP server for Office document automation, enabling AI assistants to create, re…
|
— | ||||||||