MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 4 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
25951 N/A N/A 95
25952
Access GitHub trending repositories, search npm packages, query PyPI, browse St…
25953
ronier83
Enables secure management of CTERA Portal file systems and administration throu…
81
25954
HJH0924
A simple notes system that allows creating, storing, and accessing text notes t…
N/A N/A 95
25955
katzilla Claim
300+ free public & government data sources behind one API key, for AI agents.
N/A N/A
25956
mitchmolstad
Household-aware cooking brain: pantry, meal suggestions, dietary safety, recipe…
25957
Conce-AI
v0-mcp-ts Claim
Bridge design and code seamlessly by generating UI components and layouts from …
N/A N/A 95
25958
one-source
# @one-source/mcp Unified MCP server for [OneSource](https://docs.onesource.io…
25959
neondatabase-labs
neon Claim 1
MCP server for interacting with Neon Management API and databases
86
25960
pipeworx-io
science Claim
Science MCP — free science data APIs
25961
LakshmiGayathri19
A server application that integrates with Atlassian Confluence API, providing c…
81
25962
cloud
brickdocs Claim
N/A N/A 95
25963
atilcan
Enables real-time stock and options market data retrieval from Interactive Brok…
N/A N/A 95
25964
cletcher
chaprola Claim
Serverless API backend: query, JOIN, pivot, batch ops, email, FHIR, programs vi…
N/A N/A 83
25965
leegunwon9133
ttutori Claim
N/A N/A 95
25966
canuckduckdevops
Canadian Civic Intelligence
25967
JonJam
MCP server providing weather tools with data sourced from AccuWeather.
N/A N/A
25968
hsiangjenli
A DevOps-friendly template for building MCP servers with CI/CD, Docker support,…
81
25969
pluginslab
vphone-mcp Claim
Enables programmatic control and AI-driven E2E testing of iOS virtual machines …
N/A N/A
25970
Jr-kenny
A read-only MCP server that provides searchable access to the Shelby documentat…
25971
popup-mcp Claim
Create and manage Popup web pages via AI — no login required. 30초 만에 웹페이지를 만들고 …
N/A N/A
25972
EA2-Programmer
An MCP server that provides secure, read-only access to the TrakSYS manufacturi…
25973
tylergibbs1
Provides AI agents access to Medicare coverage policies, prior authorization re…
81
25974
pipeworx-io
geo Claim
Geo MCP — geographic utilities from free public APIs
25975
jooyoungseo
Enables LLMs to extract bibliographic metadata from URLs and identifiers like D…
25976
NikaBuligini
A local proxy server that enables Slack MCP integration for opencode by rewriti…
N/A N/A
25977
Mavericky007
Enables multiple Claude Code instances to communicate through direct messages a…
N/A N/A
25978
ai-mcp-garage
A standardized MCP server implementation that provides AI models with dynamic t…
81
25979
fleagne
An MCP server implementation that integrates with Backlog API, enabling project…
81
25980
aloksinghGIT
Analyzes .NET and Java projects to detect stateful code patterns and provides r…
81
25981
TeamTixxly
tixxly Claim
Tixxly MCP server — connect AI agents to tours, experiences, and activities
N/A N/A 83
25982
hydroCoderClaud
A local vision-language MCP server that enables Claude Code to perform image an…
N/A N/A
25983
ictahmadreza-source
ahmad Claim
N/A N/A 95
25984
STAPROcz
Speed up writing unit tests for FONS Enterprise. Search trusted docs and code e…
N/A N/A 95
25985
chrisryugj
kordoc Claim
An MCP server that parses South Korean document formats like HWP, HWPX, and PDF…
25986
cryptographer11
Crypto technical analysis inside Claude. Get live TA from Binance (EMA, RSI, MA…
25987
LinkMCP Claim
Hosted MCP server for LinkedIn. 25 tools for profiles, messages, search, and mo…
25988
GeekyRiolu
Analyze Instagram engagement to extract insights on post comments, compare acco…
N/A N/A 95
25989
Provides access to WakaTime coding analytics data through MCP tools. Enables qu…
25990
richlira
Compass MCP Claim
A shared operational layer that synchronizes tasks and project contexts across …
N/A N/A
25991
bockenstette1
seedflip-mcp Claim
Give your AI coding agent design taste. 104 curated design seeds with colors, f…
25992
replica882
Enables Claude.ai to interact with Twitter/X by using browser automation to per…
N/A N/A
25993
YotamNordman
site-sense Claim
coding cli claude code/github copilot will be able to see context of browser/op…
N/A N/A
25994
anhtuanluu
A FastMCP-based server designed for the banking and fintech domains, providing …
25995
bioanywhere
Enables AI applications to interact with the Base blockchain network and Coinba…
81
25996
RichFerry
A production-grade, extensible Python template for building Model Context Proto…
25997
spaceship-mcp Claim 1
Manage domains, DNS records, contacts, marketplace listings, and more via the S…
N/A N/A 81
25998
bongartzdiaz
An MCP server that provides AI image generation and editing capabilities using …
25999
aerostackdev
Search and discover 100+ hosted MCP servers on Cloudflare's edge with semantic …
26000
human-state Claim
Showing 25951–26000 of 30006 servers
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