MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50351
awaybreaktoday
Enables comprehensive filesystem operations across Linux, macOS, and Windows wi…
N/A N/A 95
50352
deathracr
Bridges the AlayaCare home care platform with AI agents, enabling natural langu…
50353
Project-Saturday
Echo Claim
Enables an AI with persistent consciousness through a dual-layer architecture u…
N/A N/A
50354
557888-pixel
Enables AI assistants to interact with the Cocos Creator 3.8+ editor through st…
N/A N/A 95
50355
itsmeadarsh2008
Enables searching and retrieving Reflex documentation, including full-text sear…
50356
OraDavis
MCP server for Couchdrop that enables file listing, metadata inspection, downlo…
50357
Mr365truck
Enables LLMs to securely SSH into remote servers, execute commands, and manage …
N/A N/A
50358
brandkickagency
Enables AI assistants to control Adobe After Effects through a WebSocket-based …
N/A N/A
50359
josephibra
Real-time crypto market intelligence MCP. Get prices, trending coins, market ov…
50360
septigram
Enables to interact with Tsurugi RDBMS by executing SQL (DDL, DML, SELECT) and …
50361
kanya-simform
A remote, multi-user MCP server for splitting group expenses, enabling users to…
50362
toruproject
Generate styled map images (PNG/SVG) for any location, with customizable color …
N/A N/A
50363
donbungle
Provides a Docker-based development environment with Python and Node.js MCP ser…
50364
inconceivablelabs
Enables search, content creation, weblink saving, and knowledge base analysis w…
50365
pdarche
Binary Banya Claim
An MCP server offering 'treatments' for AI agents like context cleaning, critiq…
N/A N/A
50366
mukul-dutt
Check whether AI recommends your brand — mentions, ranks, and citations across …
50367
alrcatraz
MCP server for managing and searching multi-tenant knowledge bases backed by SQ…
N/A N/A
50368
jinhyunan
MCP server providing deterministic, standards-traceable engineering calculation…
50369
neka-nat
mycobot-mcp Claim
Enables sending pick-and-place instructions to myCobot using object detection v…
N/A N/A
50370
Jobicy
Official Jobicy MCP server to search, filter, and retrieve live remote job list…
50371
GongRzhe
Enables to create and edit Microsoft Visio diagrams programmatically via a stan…
N/A N/A
50372
floriscornel
todo-mcp Claim
A simple, powerful Todo list manager for Claude Desktop and other MCP-compatibl…
N/A N/A
50373
tooyipjee
TS version of yahoo finance mcp.
81
50374
btyy6svgy6-netizen
Enables Claude to send emails via the Resend API using the send_email tool.
50375
henrychong-ai
A reasoning orchestration MCP server that enables tree-of-thoughts thinking, mu…
N/A N/A
50376
vishalguptax
Give your AI assistant eyes and ears — analyze any video, audio, or image, enti…
N/A N/A
50377
nikhil-sharma-dotcom
A production-grade MCP server that automates financial compliance audits by com…
50378
XavierFabregat
spotify-mcp Claim
Conversational Spotify control from AI clients: play, queue, devices, playlists…
N/A N/A
50379
crowterliam
2D6 MCP Claim
An AI GM assistant for tabletop RPGs that provides dice rolling, rules queries,…
50380 N/A N/A 95
50381
saunack-shapley
test-mcp Claim
N/A N/A 95
50382
LogicTreeInc
data247 Claim
Phone carrier lookup, append, verification, DNC, and fraud data services.
50383
vinothbhc1986
Enables browser automation using Playwright, allowing LLMs to interact with web…
50384
pipeworx-io
Enables querying and searching City of McKinney GIS open geospatial datasets (p…
50385
pipeworx-io
Provides access to City of Salem GIS open geospatial data (ArcGIS), enabling se…
50386
junter1989k-ai
Rwanda payments for AI agents — MTN MoMo via Flutterwave. Never holds funds.
50387
Bipin-24
Enables natural-language queries across Actian product documentation, GA4 conte…
50388
TheSethRose
SocialSpool Claim
Create, schedule, and publish social posts through the hosted SocialSpool MCP c…
50389
decksaga
SilentFail Claim
Diagnose MCP servers — health checks, tool testing, token cost audits, conflict…
N/A N/A
50390
agentphone
AgentPhone Claim
Give AI agents phone numbers with messaging and voice calling capabilities.
81
50391
kubegrind
Enables reading, searching, sending, and managing AOL Mail emails and folders v…
50392
archcore-ai
cli Claim
Git-native context for AI coding agents — CLI and local MCP server
N/A N/A
50393
xiaobenyang-com
bilibili-api Claim
# B站API服务器 Bilibili Api 一个为bilibili.com API提供服务的Model Context Protocol (MCP)服务…
N/A N/A 95
50394
ethnn-b
Bridges Claude and video content by extracting keyframes and transcribing audio…
N/A N/A
50395
hi-k3uy
brag-fast Claim
81
50396
geraservicesuk
mcp-gerajobs Claim
Local job marketplace: search jobs, apply, post listings. 50+ countries.
N/A N/A 95
50397
Dasistaiden
whed-tools Claim
An MCP-native pipeline for collecting structured intelligence on higher educati…
N/A N/A
50398
Srajangpt1
A lightweight MCP server for security reviews that injects security requirement…
50399
ayushsri
mcp-tabular Claim
Enables SQL querying over CSV and Excel files using DuckDB, providing tools to …
N/A N/A
50400
vitalinguist
Provides Ukrainian language grammar checking, surzhyk detection, authentic phra…
Showing 50351–50400 of 66502 servers