MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63901
jango-blockchained
MCP server providing IP address lookup capabilities. Enables AI assistants to f…
N/A N/A
63902
Ale007XD
nano-vm-mcp Claim
Governed agent execution gateway for LLM workflows, providing deterministic FSM…
63903
gustavorobertux
Provides time-aware greetings in multiple languages and timezones, with persona…
N/A N/A
63904
meimakes
Programmatic access to Apple Reminders via SSE, enabling creation, reading, upd…
N/A N/A
63905
FlyDut
Enables automatic generation of explicit boilerplate methods (getter/setter/equ…
N/A N/A
63906
kcjonnyc
Enables AI assistants to search news articles, get top headlines, and browse so…
63907
fogside
wolt-mcp Claim
A thin MCP server that exposes Wolt's public consumer endpoints to AI agents, e…
63908
lubaina1904
Automatically analyzes Python codebases and generates professional documentatio…
N/A N/A
63909
context-engineering
sutra Claim
N/A N/A 95
63910
VenticinqueMauro
Enables Shopify store owners to get actionable business insights such as sales …
N/A N/A
63911
fulcrai
SKP mcp Claim
SkinKnowledgeBase provides source-backed skincare question answering and produc…
63912 81
63913
urjeetpatel
db-tools-mcp Claim
Exposes SQL Server and Snowflake schema metadata to AI coding agents, enabling …
63914
ShigeruWakida
A rule-based MCP server that automatically applies configured rules at specifie…
N/A N/A
63915
davidmosiah
UAP Pulse Claim
Search and map declassified Pentagon UAP/UFO files from the PURSUE release.
N/A N/A
63916
thaynam
Enables searching and retrieving nutrition data, recipes, and managing food dia…
N/A N/A
63917
CSOAI-ORG
Fetch Http Claim
Enables fetching HTTP resources through the MCP protocol.
63918
Nimo1987
Enables AI agents to perform professional-grade deep research by aggregating re…
63919
ericmanyc
stessa-mcp Claim
MCP server for Stessa rental-property accounting platform, enabling AI agents t…
63920
theredbluepill
Enables AI assistants to create, search, and manage OTRS tickets and configurat…
63921
Happy-Technologies-LLC
A metadata-driven MCP server that auto-generates 480+ tools across 160+ Service…
63922
somyabhadada
A learning-focused MCP server that provides tools for current time, arithmetic,…
N/A N/A
63923
Iyonx
Tollmint Claim
Per-call data for agents: graded behavioural science, dark-pattern detection, w…
63924
mcp-server-summary
biliscribe Claim
Extracts and formats Bilibili video content into structured text, optimized for…
63925
manhatton31-svg
Free dual MCP+agent registry. Probe Live, free demo, Kernel/Loop. Self-list + d…
63926
pertrelly
aifirst Claim
N/A N/A 95
63927
aniketbiswas
Enables AI assistants to search, create, and manage notes in an Obsidian vault …
N/A N/A
63928
davidmosiah
Source-aware archive for timeline-shift folklore, Mandela Effect reports and co…
N/A N/A
63929
ncodeuy
medplum-mcp Claim
Provides access to Medplum FHIR healthcare data, enabling Claude and other MCP …
63930
webtoolbox
An MCP server for semantic code search using Qdrant vector database, enabling n…
63931
wiseappsai
Enables AI agents to manage Apple App Store Connect through the official API, i…
63932
mshegolev
A Model Context Protocol server for Atlassian Jira and Confluence that bypasses…
63933
zbrooklyn-claude-labs
MCP server for browser automation with shared authentication and built-in UI au…
N/A N/A
63934
isabelayepes
Weather Claim
Get up-to-date forecasts and US severe weather alerts. Check conditions for any…
N/A N/A 95
63935
martinshein
mcp Claim
VayaPin MCP: pin resolution + Google Maps geocoding/places + AfterShip tracking…
N/A N/A 95
63936
chals-go
Enables AI assistants to discover and invoke KakaoCloud OpenAPI endpoints for m…
63937
swesmith-repos
Bridges AI models with WinDbg to analyze Windows crash dumps and perform remote…
N/A N/A 95
63938
benyue1978
A Model Context Protocol (MCP) server for project document management with 32 c…
N/A N/A
63939
Armulee
Provides fortune-telling tools including tarot card spreads, Thai horoscope, zo…
63940
Fulcria-Labs
An MCP server that enables Claude and other AI assistants to interact with NEAR…
N/A N/A
63941
BxNxM
micrOSMCP Claim
Standalone TypeScript MCP server for micrOS devices. Enables discovering device…
63942
gucceed
Norric Claim
Swedish B2B intelligence: insolvency risk, BRF health & procurement signals fro…
63943
lychee20000105
A Chinese-friendly, locally running MCP server for WeChat Mini Program engineer…
N/A N/A
63944
kevinrobberts
TestMCP Claim
A Python MCP server that provides a tool called addNumbers for mathematical ope…
N/A N/A 95
63945
tomtorggler
Enables AI assistants to interact with the Hevy fitness tracking API for loggin…
63946
RobertRigCollective
Machine-Consumable Proxy server that provides standardized access to the Congre…
N/A N/A 95
63947
elisjetmax
A read-only MCP server for self-hosted GitLab, enabling listing projects, inspe…
63948
NetEngBuff
SplitwiseMCP Claim
A local MCP server that enables AI clients like Codex, Claude Code, and Claude …
N/A N/A
63949
PPParticle
Web Reader Claim
Converts web pages to Markdown for MCP clients like Claude, with support for si…
N/A N/A
63950
sujithpvarghese
An autonomous AI operations hub for enterprise e-commerce that uses a decentral…
Showing 63901–63950 of 67291 servers