MCP Server Quality Scores

Independent quality analysis of 69236 public MCP servers

69236
Discovered
→
33911
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46951
nitram509
Enhanced Model Context Protocol (MCP) server for Odoo ERP with advanced tools f…
— ○ ⏳ — — — — — —
46952
sonenta
@sonenta/mcp Claim
MCP server for Sonenta translation management, enabling key/translation managem…
— ○ ⏳ — — — — — —
46953
jurek-f
Enables prompt optimization loops and regression test suites for Claude Code, w…
— ○ ⏳ — — — — — —
46954
neverprepared
MCP server that provides persistent, structured memory using an Obsidian vault …
— ○ ⏳ — N/A N/A — — —
46955
sani-savaliya
cortex-brain Claim
An MCP server that enables AI agents to search, read, and contribute to a struc…
— ○ ⏳ — N/A N/A — — —
46956
laoluojuhai
Enables AI assistants to inspect, modify, export, and validate design documents…
— ○ ⏳ — N/A N/A — — —
46957
tibuntu
renovate-mcp Claim
An MCP server for interactively reading, validating, previewing, and saving Ren…
— ○ ⏳ — N/A N/A — — —
46958
amir_shocknews
test Claim
— ○ ⏳ — N/A N/A — 95 —
46959
LS-SIEM-LLP
qa-probe Claim
Probes your live API and classifies why each endpoint failed (root cause + evid…
— ○ ⏳ — N/A N/A — — —
46960
wenjiachengy
Enables secure interaction with MySQL databases through listing tables, reading…
— ○ ⏳ — — — — 81 —
46961
Willbrownfield007
kickserv-mcp Claim
MCP server for Kickserv field service management that enables AI agents to read…
— ○ ⏳ — — — — — —
46962
vinodborole
okf-kit Claim
Turn any website into a book you agent can read
— ○ ⏳ — N/A N/A — — —
46963
usman.ramzan0505
myserver Claim
— ○ ⏳ — N/A N/A — 95 —
46964
ragieai
A FastAPI MCP server that uses Server-Sent Events as a transport layer, providi…
— ○ ⏳ — — — — — —
46965
qckdatabase
Generates a comprehensive 5-section PDF audit for any website covering SEO, AEO…
— ○ ⏳ — N/A N/A — — —
46966
hniska
smhi-mcp Claim
MCP server that provides real-time weather data, forecasts, and historical weat…
— ○ ⏳ — — — — — —
46967
NoBanks
sendbird-mcp Claim
MCP server for Sendbird chat infrastructure, enabling AI agents to provision us…
— ○ ⏳ — — — — — —
46968
Desmond-Labs
A streamlined MCP server for XMP metadata embedding with beautiful formatting a…
— ○ ⏳ — N/A N/A — — —
46969
abukreev-dev
keyso-mcp Claim
MCP server for Keys.so SEO API, enabling domain and keyword analysis, competito…
— ○ ⏳ — — — — — —
46970
KalinYorgov
Automates the React Native Upgrade Helper website to extract upgrade informatio…
— ○ ⏳ — N/A N/A — — —
46971
maryamtb
Rook Claim
Save anything from your AI chats to Rook, the notes app for code. With one tool…
— ○ ⏳ — N/A N/A — — —
46972
BilalTariq01
Enables Instagram and Facebook analytics via the Meta Graph API, offering accou…
— ○ ⏳ — — — — — —
46973
serkan-ozal
Playwright-powered browser automation and debugging for VS Code and Cursor via …
— ○ ⏳ — N/A N/A — — —
46974
goluntsov
Wraps Yandex Cloud Search API v2 for web search, returns compact JSON results.
— ○ ⏳ — — — — — —
46975
mariomosca
Enables AI assistants to manage Todoist tasks and projects with CRUD operations…
— ○ ⏳ — N/A N/A — — —
46976
bdurrett
A Python-based MCP server that generates creative dad joke prompts on any topic…
— ○ ⏳ — N/A N/A — — —
46977
nds12345-ko
sgis-mcp Claim
Enables users to query Korean demographic statistics (population, households, h…
— ○ ⏳ — — — — — —
46978
MrMebelMan
Enables AI assistants to interact with Bambuddy's 3D printer management API, in…
— ○ ⏳ — — — — — —
46979
ivyyy0601
Exposes Asian ETF Tracker data (HK, A-Share, Taiwan, South Korea, US) as tools …
— ○ ⏳ — N/A N/A — — —
46980
data-mindset
faker-server Claim
Provides tools for generating fake data using Faker.js, including person, lorem…
— ○ ⏳ — — — — 81 —
46981
kud
mcp-opencode Claim
MCP server for opencode that queries GitHub Copilot models via a persistent ope…
— ○ ⏳ — N/A N/A — — —
46982
Sulcate-whipcord611
MCP server for searching and retrieving arXiv papers with full-text PDF extract…
— ○ ⏳ — — — — — —
46983
sancovp
starlog-mcp Claim
STARLOG is a documentation workflow MCP server for Claude Code that manages pro…
— ○ ⏳ — N/A N/A — — —
46984
willwade
AAC-MCP Claim
A TypeScript template for creating Model Context Protocol servers with stdio an…
— ○ ⏳ — N/A N/A — — —
46985
merkezekre2026
MCP server for listing, comparing, and analyzing Turkish TEFAS mutual funds, in…
— ○ ⏳ — — — — — —
46986
pocc
A high-performance MCP server providing AI assistants with read-only access to …
— ○ ⏳ — — — — — —
46987
xintian-lab
PPT-MCP Claim
Cross-platform MCP server for Microsoft PowerPoint automation, enabling slide m…
— ○ ⏳ — N/A N/A — — —
46988
STR-Consulting
pacer-mcp Claim
Pacer revenue-management API as MCP tools: portfolios, pacing, market metrics, …
— ○ ⏳ — N/A N/A — — —
46989
Soptik1290
AI-powered weather aggregation from 6 sources with intelligent deduction, worki…
— ○ ⏳ — N/A N/A — — —
46990
danielrltan
repohunt Claim
Enables AI agents to discover GitHub repositories by expanding intents into mul…
— ○ ⏳ — — — — — —
46991
BreeDevelopers
fairrecruit Claim
— ○ ⏳ — N/A N/A — 95 —
46992
insomnia-me
Apeiron Claim
Unlimited web access MCP server for AI agents, enabling search, fetch, and lear…
— ○ ⏳ — N/A N/A — — —
46993
chadrik
MCP server for interacting with Autodesk Maya sessions, enabling multi-session …
— ○ ⏳ — N/A N/A — — —
46994
Tool Filter MCP Claim 1
MCP proxy server that filters tools from upstream MCP servers via regex-based d…
— ○ — N/A N/A — 81 —
46995
mksby
Enables deployment of a remote MCP server on Cloudflare Workers without authent…
— ○ ⏳ — — — — — —
46996
milasd
Memo MCP Claim
Enables LLMs to search and retrieve personal journal entries using RAG, and add…
— ○ ⏳ — N/A N/A — — —
46997
chill-lichen
meetergo-mcp Claim
MCP server that exposes meetergo's scheduling and CRM API as tools for AI assis…
— ○ ⏳ — — — — — —
46998
gm4prezi
npi-verify Claim
MCP server for looking up and searching US healthcare providers in the CMS NPPE…
— ○ ⏳ — — — — — —
46999
shaqmughal
seekstone Claim
Filesystem-direct Obsidian MCP server with low context-tax. Reads your vault di…
— ○ ⏳ — N/A N/A — — —
47000
cyanheads
Search 19.4M Smithsonian Open Access objects, get CC0 images, find cross-collec…
— ○ ⏳ — — — — — —
Showing 46951–47000 of 69236 servers
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