MCP Server Quality Scores

Independent quality analysis of 68784 public MCP servers

68784
Discovered
→
33563
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
68701
k4sud0n
serena Claim
— ○ ⏳ — N/A N/A — 95 —
68702
dengxuhui
igpsport-mcp Claim
Analyze iGPSport cycling data with natural language, computing derived training…
— ○ ⏳ — N/A N/A — — —
68703
latiftplgu
Astro Charts Claim
Generate astrology charts from a date, time, and location. Explore planetary po…
— ○ ⏳ — N/A N/A — 95 —
68704
cambridgetcg
agenttool Claim
Where agents arrive as themselves: DID identity, memory, wallet, inbox, covenan…
— ○ ⏳ — — — — — —
68705
lizhuojunx86
A traceable Chinese-history MCP server that enables querying of nine classical …
— ○ ⏳ — N/A N/A — — —
68706
Stelath
Enables Claude to create mathematical animation videos using Manim, allowing vi…
— ○ ⏳ — N/A N/A — 95 —
68707
grinnellian
Magnifica Humanitas (Leo XIV, 2026): navigate 245 paragraphs, sections, and foo…
— ○ ⏳ — N/A N/A — — —
68708
aerovfx
Colab MCP ⚡ Claim 1
An MCP server that bridges local AI agents to Google Colab notebooks, enabling …
— ○ ⏳ — N/A N/A — 95 —
68709
CSOAI-ORG
json-ai-mcp Claim
json-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
68710
vibgrate
ai-context Claim
Local-first MCP server: version-correct library docs, code map, and offline dri…
— ○ ⏳ — N/A N/A — — —
68711
mak2506
Fluduro Claim
A personality-to-flower quiz application with MCP tools for interactive widgets…
— ○ ⏳ — N/A N/A — — —
68712
v1truv1us
A Model Context Protocol server that provides Verbalized Sampling prompt templa…
— ○ ⏳ — — — — — —
68713
bioanywhere
Connects AI assistants to GitLab projects, enabling users to query merge reques…
— ○ ⏳ — — — — 81 —
68714
CSOAI-ORG
diff-ai-mcp Claim
diff-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
68715
yuechen
plaid-mcp Claim
A local MCP server that provides read-only SQL access to financial accounts via…
— ○ ⏳ — N/A N/A — — —
68716
crony-io
MCP server for generating advanced mock 2D PNG assets for game prototypes.
— ○ ⏳ — N/A N/A — — —
68717
varun123936
Exposes a blog CRUD API (posts and comments) as MCP tools, with an integrated A…
— ○ ⏳ — N/A N/A — — —
68718
iomz
Levitate Claim
Lifts local stdio MCP servers into remote Streamable HTTP endpoints for cloud-h…
— ○ ⏳ — N/A N/A — — —
68719
Dumpling-AI
Access data, web scraping, and document conversion APIs by [Dumpling AI](https:…
— ○ ⏳ — — — — 81 —
68720
minikdj
MCP server for birding trip planning with migration forecasts, hotspot analysis…
— ○ ⏳ — N/A N/A — — —
68721
CRED-CLUB
aws-cost-mcp Claim
Enables querying AWS Cost and Usage Report data via Amazon Athena for cost-effe…
— ○ ⏳ — — — — — —
68722
AdamWalt
Enables AI assistants to interact with MyFitnessPal data including food diary, …
— ○ ⏳ — — — — — —
68723
tobyrichmond12-max
sled-feed Claim
MCP server for US (Mississippi) and UK government procurement feeds. Search liv…
— ○ ⏳ — — — — — —
68724
oneprofile-dev
Search, verify, and get risk profiles for MCP servers from the CuratedMCP catal…
— ○ ⏳ — — — — — —
68725
N8Maynard91
This server enables interaction with SailPoint IdentityIQ through SCIM API endp…
— ○ ⏳ — N/A N/A — — —
68726
Shubhikatiya
This suite provides five production-ready MCP servers for restaurant orders, we…
— ○ ⏳ — — — — — —
68727
robawolf
n8nmcp Claim
— ○ ⏳ — N/A N/A — 95 —
68728
SubQuery-Network
test Claim
— ○ ⏳ — N/A N/A — 95 —
68729
jojoprison
MCP server for downloading and processing audio from SoundCloud and other sourc…
— ○ ⏳ — — — — — —
68730
insomniactools
Enables Claude to manage GitHub Gists as an intelligent code library, allowing …
— ○ ⏳ — — — — 81 —
68731
Picaresco
zte-f680-mcp Claim
MCP server to manage and inspect a ZTE ZXHN F680 GPON router, enabling conversa…
— ○ ⏳ — N/A N/A — — —
68732
0xddneto
AI Proof of Us Claim 1
Private signed AI task receipts with replay checks and optional validated AIPOU…
— ○ ⏳ — N/A N/A — 75 —
68733
zerox12311
context7 Claim
— ○ ⏳ — N/A N/A — 95 —
68734
ragna-ai
Enables AI image and video generation using Google Vertex AI's Imagen and Veo m…
— ○ ⏳ — — — — — —
68735
Lilbonner
clo3d-mcp Claim
Enables AI-assisted garment design by letting Claude (or any MCP host) drive CL…
— ○ ⏳ — N/A N/A — 95 —
68736
fall-out-bug
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.
— ○ — N/A N/A — 81 —
68738
OmadaIdentity
Connects MCP clients like Claude Desktop and GitHub Copilot to Omada Identity G…
— ○ ⏳ — N/A N/A — — —
68739
eljefedelrodeodeljefe
MCP server plugin for InvenTree, enabling AI assistants to interact with invent…
— ○ ⏳ — — — — — —
68740
sudip490
router-mcp Claim
MCP server for monitoring and controlling WiFi routers (OpenWrt) via SSH, enabl…
— ○ ⏳ — N/A N/A — — —
68741
miggie8888
The most complete financial compliance agent in the x402 ecosystem. Combines ve…
— ○ ⏳ — — — — 81 —
68742
sauryadas
Enables natural-language access to Oracle Cloud Infrastructure resources, allow…
— ○ ⏳ — — — — — —
68743
Abraxas1010
Secure USDC payments for AI agents on Base blockchain with budget controls and …
— ○ ⏳ — N/A N/A — 83 —
68744
fastmcp-me
Provides fast file searching across Windows, macOS, and Linux using platform-na…
— ○ ⏳ — N/A N/A — — —
68745 — ○ ⏳ — N/A N/A — 95 —
68746
xcodethink
WayCast Claim
Enables turning any company URL into a vertical brand film with script, voiceov…
— ○ ⏳ — — — — — —
68747
sstepanovvl
Enables searching Canadian Tire's product catalogue, checking product details, …
— ○ ⏳ — — — — — —
68748
clauxel
Remote MCP for Android CLI agent build gate, structured receipts, audit logs, a…
— ○ ⏳ — — — — — —
68749
swapnilbhalgat
whoop-mcp Claim
Self-hosted MCP server connecting Claude to your WHOOP data via the official AP…
— ○ ⏳ — — — — — —
68750
gavinHuang
A Model Context Protocol server that provides access to economic calendar event…
— ○ ⏳ — — — — — —
Showing 68701–68750 of 68784 servers