MCP Server Quality Scores
Independent quality analysis of 60909 public MCP servers
Last updated 2 hours, 11 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 27051 |
An MCP server and CLI for controlling FarmBot hardware, enabling AI agents to m…
|
C 65 3⁄4 | ||||||||
| 27052 |
Deploys a minimal MCP-compatible Python tool server on Amazon EKS that establis…
|
C 65 3⁄4 | ||||||||
| 27053 |
restaurant-ai-mcp MCP server by MEOK AI Labs
|
C 65 3⁄4 | ||||||||
| 27054 |
Roboflow MCP Server
Claim
Integrates the Roboflow platform with Claude Code to manage computer vision dat…
|
C 65 3⁄4 | ||||||||
| 27055 |
Central-Memory-MCP
Claim
Model Context Protocol (MCP) memory server built with Azure Functions and TypeS…
|
C 65 3⁄4 | ||||||||
| 27056 |
An MCP server that makes AI agents speak a brief summary of every response out …
|
C 65 3⁄4 | ||||||||
| 27057 |
Enables AI assistants to manage Thinkific sites through the REST Admin API, pro…
|
C 65 3⁄4 | ||||||||
| 27058 |
Provides AI job displacement data and automation risk assessments for over 59,0…
|
C 65 3⁄4 | ||||||||
| 27059 |
An MCP server for managing Pi-hole v6 DNS filtering and ad-blocking. It provide…
|
C 65 3⁄4 | ||||||||
| 27060 |
Enables read, write, edit, and file transfer operations on TorchV AIS enterpris…
|
C 65 3⁄4 | ||||||||
| 27061 |
healthcare-fhir-mcp MCP server by MEOK AI Labs
|
C 65 3⁄4 | ||||||||
| 27062 |
A local academic tool that enables searching across nine academic sources, down…
|
C 65 3⁄4 | ||||||||
| 27063 |
Provides AI agents with access to Moroccan Court of Cassation decisions through…
|
C 65 3⁄4 | ||||||||
| 27064 |
Enables direct access to CSMAR financial databases through Claude Code. Support…
|
C 65 3⁄4 | ||||||||
| 27065 |
AI-powered property intelligence for instant zoning analysis, buildability asse…
|
C 65 3⁄4 | ||||||||
| 27066 |
Provides access to over 80 tools for managing OMICall and OMICRM APIs, includin…
|
C 65 3⁄4 | ||||||||
| 27067 |
abap-mcpb
Claim
Enables SAP ABAP development by connecting Claude Desktop to SAP systems via th…
|
C 65 3⁄4 | ||||||||
| 27068 |
MCP Gateway that aggregates multiple upstream MCP servers into a single endpoin…
|
C 65 3⁄4 | ||||||||
| 27069 |
An MCP server for Clio Manage legal practice management software that enables C…
|
C 65 3⁄4 | ||||||||
| 27070 |
Enables AI assistants to manage KiotViet retail and F\&B operations including p…
|
C 65 3⁄4 | ||||||||
| 27071 |
Enables interaction with SABnzbd (usenet) and qBittorrent (torrent) download cl…
|
C 65 3⁄4 | ||||||||
| 27072 |
MCP Pytest Server
Claim
An MCP-compliant server that enables the execution of pytest test suites and th…
|
C 65 3⁄4 | ||||||||
| 27073 |
AI-powered freelance business manager for Claude Code. Proposals, invoices, tim…
|
C 65 3⁄4 | ||||||||
| 27074 |
Search 7,000+ local service businesses across America by category, location, or…
|
C 65 3⁄5 | ||||||||
| 27075 |
Metabase
Claim
Metabase includes a built-in Model Context Protocol (MCP) server that lets AI c…
|
C 65 3⁄4 | ||||||||
| 27076 |
Enables downloading watermark-free videos from Douyin (TikTok China) share link…
|
C 65 3⁄4 | ||||||||
| 27077 |
A remote MCP server deployed on Cloudflare Workers that returns gifs based on i…
|
C 65 3⁄4 | ||||||||
| 27078 |
A command-line interface application for interactive chat with AI models via th…
|
C 65 3⁄4 | ||||||||
| 27079 |
A command-line interface application that enables interactive chat with AI mode…
|
C 65 3⁄4 | ||||||||
| 27080 |
Provides semantic search and access to Contraption Company blog posts and essay…
|
C 65 3⁄4 | ||||||||
| 27081 |
Enables AI agents to generate and render charts as PNG, SVG, or WebP images dir…
|
C 65 3⁄4 | ||||||||
| 27082 |
Eterna MCP
Claim
Premium low cost execution layer for AI trading agents, with access to perpetua…
|
C 65 3⁄4 | ||||||||
| 27083 |
The project brain for AI coding agents — memory, decisions, sprints, knowledge …
|
C 65 3⁄4 | ||||||||
| 27084 |
Enables Claude to read, write, search, and manage Obsidian vault notes through …
|
C 65 3⁄4 | ||||||||
| 27085 |
Adversarial multi-model reasoning verification for AI agents. Claude, Grok, and…
|
C 65 3⁄4 | ||||||||
| 27086 |
Bricks MCP
Claim
A WordPress plugin that enables AI assistants to manage Bricks Builder sites th…
|
C 65 3⁄4 | ||||||||
| 27087 |
MCP Server for OpenTTT — Proof of Time tools for AI agents
AI Agent A and Agen…
|
C 65 3⁄4 | ||||||||
| 27088 |
Python FastMCP Server
Claim
A Python-based MCP server demonstrating basic math and text tools, supporting b…
|
C 65 3⁄4 | ||||||||
| 27089 |
An MCP server that provides offline access to ZIM file archives, including Wiki…
|
C 65 3⁄4 | ||||||||
| 27090 |
An MCP server that enables LLM clients to manage tasks, timers, and notes in Rh…
|
C 65 3⁄4 | ||||||||
| 27091 |
MCP server for interacting with GitLab API, supporting both self-hosted instanc…
|
C 65 3⁄4 | ||||||||
| 27092 |
Search Google Flights-style itineraries with simple MCP tools for route lookup,…
|
C 65 3⁄4 | ||||||||
| 27093 |
Paid MCP server that evaluates typography accessibility beyond what axe and Lig…
|
C 65 3⁄4 | ||||||||
| 27094 |
Provides access to Kenya's civic datasets including parliament records, county …
|
C 65 3⁄4 | ||||||||
| 27095 |
Integrates CRM data with AI agents to manage leads, track pipeline statistics, …
|
C 65 3⁄4 | ||||||||
| 27096 |
An MCP server that enables AI agents to manage merchant payment processing thro…
|
C 65 3⁄4 | ||||||||
| 27097 |
Astria-Index
Claim
AI memory that works like yours. Neural pathway architecture gives your AI pers…
|
C 65 3⁄4 | ||||||||
| 27098 |
A read-only Model Context Protocol server that enables browsing subreddits, sea…
|
C 65 3⁄4 | ||||||||
| 27099 |
Integrates Slack channels and Slack Lists to automate bug report scanning and Q…
|
C 65 3⁄4 | ||||||||
| 27100 |
VaultCrux Platform
Claim
VaultCrux Platform — 60 tools: retrieval, proof, intel, economy, watch, org
|
C 65 3⁄5 | ||||||||