MCP Server Quality Scores
Independent quality analysis of 68784 public MCP servers
Last updated 1 hour, 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 68701 |
serena
Claim
|
— | ||||||||
| 68702 |
igpsport-mcp
Claim
Analyze iGPSport cycling data with natural language, computing derived training…
|
— | ||||||||
| 68703 |
Astro Charts
Claim
Generate astrology charts from a date, time, and location. Explore planetary po…
|
— | ||||||||
| 68704 |
agenttool
Claim
Where agents arrive as themselves: DID identity, memory, wallet, inbox, covenan…
|
— | ||||||||
| 68705 |
chinese-history-mcp
Claim
A traceable Chinese-history MCP server that enables querying of nine classical …
|
— | ||||||||
| 68706 |
Manim MCP Server
Claim
Enables Claude to create mathematical animation videos using Manim, allowing vi…
|
— | ||||||||
| 68707 |
magnifica-humanitas-mcp
Claim
Magnifica Humanitas (Leo XIV, 2026): navigate 245 paragraphs, sections, and foo…
|
— | ||||||||
| 68708 |
An MCP server that bridges local AI agents to Google Colab notebooks, enabling …
|
— | ||||||||
| 68709 |
json-ai-mcp
Claim
json-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 68710 |
ai-context
Claim
Local-first MCP server: version-correct library docs, code map, and offline dri…
|
— | ||||||||
| 68711 |
Fluduro
Claim
A personality-to-flower quiz application with MCP tools for interactive widgets…
|
— | ||||||||
| 68712 |
verbalized-sampling-mcp
Claim
A Model Context Protocol server that provides Verbalized Sampling prompt templa…
|
— | ||||||||
| 68713 |
GitLab MCP Server
Claim
Connects AI assistants to GitLab projects, enabling users to query merge reques…
|
— | ||||||||
| 68714 |
diff-ai-mcp
Claim
diff-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 68715 |
plaid-mcp
Claim
A local MCP server that provides read-only SQL access to financial accounts via…
|
— | ||||||||
| 68716 |
2D Assets MCP
Claim
MCP server for generating advanced mock 2D PNG assets for game prototypes.
|
— | ||||||||
| 68717 |
Exposes a blog CRUD API (posts and comments) as MCP tools, with an integrated A…
|
— | ||||||||
| 68718 |
Levitate
Claim
Lifts local stdio MCP servers into remote Streamable HTTP endpoints for cloud-h…
|
— | ||||||||
| 68719 |
mcp-server-dumplingai
Claim
Access data, web scraping, and document conversion APIs by [Dumpling AI](https:…
|
— | ||||||||
| 68720 |
Birding Planner
Claim
MCP server for birding trip planning with migration forecasts, hotspot analysis…
|
— | ||||||||
| 68721 |
aws-cost-mcp
Claim
Enables querying AWS Cost and Usage Report data via Amazon Athena for cost-effe…
|
— | ||||||||
| 68722 |
MyFitnessPal MCP Server
Claim
Enables AI assistants to interact with MyFitnessPal data including food diary, …
|
— | ||||||||
| 68723 |
sled-feed
Claim
MCP server for US (Mississippi) and UK government procurement feeds. Search liv…
|
— | ||||||||
| 68724 |
@curatedmcp/mcp
Claim
Search, verify, and get risk profiles for MCP servers from the CuratedMCP catal…
|
— | ||||||||
| 68725 |
This server enables interaction with SailPoint IdentityIQ through SCIM API endp…
|
— | ||||||||
| 68726 |
MCP Server Suite
Claim
This suite provides five production-ready MCP servers for restaurant orders, we…
|
— | ||||||||
| 68727 |
n8nmcp
Claim
|
— | ||||||||
| 68728 |
test
Claim
|
— | ||||||||
| 68729 |
mcp-music-forge
Claim
MCP server for downloading and processing audio from SoundCloud and other sourc…
|
— | ||||||||
| 68730 |
Gists MCP Server
Claim
Enables Claude to manage GitHub Gists as an intelligent code library, allowing …
|
— | ||||||||
| 68731 |
zte-f680-mcp
Claim
MCP server to manage and inspect a ZTE ZXHN F680 GPON router, enabling conversa…
|
— | ||||||||
| 68732 |
Private signed AI task receipts with replay checks and optional validated AIPOU…
|
— | ||||||||
| 68733 |
context7
Claim
|
— | ||||||||
| 68734 |
Enables AI image and video generation using Google Vertex AI's Imagen and Veo m…
|
— | ||||||||
| 68735 |
clo3d-mcp
Claim
Enables AI-assisted garment design by letting Claude (or any MCP host) drive CL…
|
— | ||||||||
| 68736 |
yandex-mcp
Claim
Enables LLM agents to interact with Yandex Tracker (and future Yandex services)…
|
— | ||||||||
| 68737 |
Competitive pricing, ads, SEO moves, launches, reviews, and daily market briefs.
|
— | ||||||||
| 68738 |
Connects MCP clients like Claude Desktop and GitHub Copilot to Omada Identity G…
|
— | ||||||||
| 68739 |
inventree-mcp-plugin
Claim
MCP server plugin for InvenTree, enabling AI assistants to interact with invent…
|
— | ||||||||
| 68740 |
router-mcp
Claim
MCP server for monitoring and controlling WiFi routers (OpenWrt) via SSH, enabl…
|
— | ||||||||
| 68741 |
The most complete financial compliance agent in the x402 ecosystem. Combines ve…
|
— | ||||||||
| 68742 |
oci-mcp-server
Claim
Enables natural-language access to Oracle Cloud Infrastructure resources, allow…
|
— | ||||||||
| 68743 |
agent-payment-mcp
Claim
Secure USDC payments for AI agents on Base blockchain with budget controls and …
|
— | ||||||||
| 68744 |
Provides fast file searching across Windows, macOS, and Linux using platform-na…
|
— | ||||||||
| 68745 |
loggly-mcp-server
Claim
|
— | ||||||||
| 68746 |
WayCast
Claim
Enables turning any company URL into a vertical brand film with script, voiceov…
|
— | ||||||||
| 68747 |
mcp_canadiantire
Claim
Enables searching Canadian Tire's product catalogue, checking product details, …
|
— | ||||||||
| 68748 |
androidcliagentgate-mcp
Claim
Remote MCP for Android CLI agent build gate, structured receipts, audit logs, a…
|
— | ||||||||
| 68749 |
whoop-mcp
Claim
Self-hosted MCP server connecting Claude to your WHOOP data via the official AP…
|
— | ||||||||
| 68750 |
A Model Context Protocol server that provides access to economic calendar event…
|
— | ||||||||