MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8801
cdmx-in
goodday-mcp Claim
Goodday‑MCP is a lightweight Model Context Protocol (MCP) server designed to se…
C 68 55 72 43 49 77 99
8802
junaidrahim
Provides real-time weather data and air quality information for geographic coor…
C 68 55 76 42 41 82 96
8803
zanetworker
MCP Docling Server Claim
A server that provides document processing capabilities using the Model Context…
C 68 55 90 32 38 81 92
8804
thirdstrandstudio
XPath Server Claim 1
Execute XPath queries on XML and HTML content effortlessly. Fetch and query dat…
C 68 55 71 50 N/A 44 81 92
8805
TripQi
Enables safe, concurrent file system operations with sandboxed directory access…
C 68 54 54 36 N/A 71 90 96
8806
ssdeanx
Coordinates specialized agents (Architecture, Quality, Cloud, Prompt) to plan, …
C 68 55 84 43 31 81 90
8807
Tai-DT
Advanced Model Context Protocol server that integrates Gemini AI with Tailwind …
C 68 55 90 31 55 71 89
8808
aoki-collabo
A lightweight MCP server built with Hono and Cloudflare Workers that provides a…
C 68 55 60 70 50 83 74
8809
thebenlamm
Moltbook MCP Server Claim 1
Enables interaction with the Moltbook social platform, a Reddit-like community …
C 68 54 60 46 N/A 49 90 97
8810
greirson
Todoist MCP Server Claim 1
An MCP server that connects Claude with Todoist for complete task and project m…
C 68 55 49 46 83 81 92
8811
StdioA
beancount-mcp Claim
MCP Server to query from your Beancount ledger, or submit transaction.
C 68 54 84 28 N/A 45 87 92
8812
GeoLibra
Enables processing, validation, optimization, and analysis of 3D models with gl…
C 68 55 92 65 N/A 31 95 38
8813
libra850
Enables interaction with Obsidian vaults through MCP, supporting note creation …
C 68 55 72 100 N/A 45 95 14
8814
CaChiJ
kakao navigation mcp server using kakao mobility & kakao map api
C 68 55 62 68 52 76 77
8815
Disturbing
A template repository for bootstrapping Model Context Protocol (MCP) servers wi…
C 68 55 60 52 45 84 100
8816
Olson3R
Confluence MCP Server Claim 2
A Model Context Protocol server that provides secure access to Atlassian Conflu…
C 68 55 75 57 23 80 95
8817
loli0123456789
MCP Web Chat Claim
A server that enables WebChat functionality through MCP (Model-Control-Protocol…
C 68 54 74 61 N/A 16 95 82
8818
j4th
MTG MCP Server Claim
Magic: The Gathering card search, combo lookup, draft analytics, and Commander …
C 68 55 72 10 87 81 100
8819
lioensky
Suno-MCP Claim 1
A Model Context Protocol server that allows AI assistants to generate music thr…
C 68 55 63 71 24 81 90
8820
tarnover
MCP SysOperator Claim 1
A Model Context Protocol server enabling AI assistants to directly interact wit…
C 68 55 79 82 57 81 31
8821
Scottcjn
iota-agent-mcp Claim 2
An MCP server that enables AI agents to interact with the IOTA blockchain, supp…
C 68 54 57 62 32 87 97
8822
mrgoonie
Todo MCP Server Claim 1
A Model Context Protocol server for managing todo lists and items with advanced…
C 68 54 59 60 N/A 19 95 99
8823
HeTalksInMaths
ToGMAL MCP Server Claim
Provides real-time, privacy-preserving analysis of LLM interactions to detect p…
C 68 54 96 33 N/A 22 95 80
8824
m4tyn0
A Model Context Protocol server that provides secure, read-only access to time-…
C 68 55 71 63 15 81 100
8825
burgessadrien
Memory MCP Claim 1
Provides persistent AI agent memory using a local vector database for long-term…
C 68 44 48 N/A N/A 27 95 99
8826
stv-io
A containerized Model Context Protocol server that enables using natural langua…
C 68 54 78 36 N/A 39 89 93
8827
FelipeCararo
Provides weather information for the United States through the Model Context Pr…
C 68 54 54 61 N/A 27 94 100
8828
Teninq
cdisc-mcp Claim
Exposes CDISC standards data including SDTM, ADaM, CDASH, and Controlled Termin…
C 68 55 72 46 32 84 100
8829
JamesLouie
Oura Ring MCP Server Claim 1
A Model Context Protocol server that provides access to Oura Ring health and fi…
C 68 55 63 65 21 81 100
8830
MammothGrowth
dbt CLI MCP Server Claim
A Model Context Protocol (MCP) server that wraps the dbt CLI tool, enabling AI …
C 68 55 72 56 42 77 88
8831
tatn
This server provides a tool to generate unified diffs between two text strings,…
C 68 55 78 83 38 81 47
8832
SergiFuster
A comprehensive MCP server with 30+ custom tools organized into categories: dat…
C 68 54 72 58 N/A 18 87 93
8833
johannesPettersson80
CODESYS MCP Toolkit Claim 2
A Model Context Protocol server that enables seamless interaction between MCP c…
C 68 54 63 31 N/A 69 90 93
8834
rrmistry
tilt-mcp Claim 1
A Model Context Protocol server that integrates with Tilt to provide programmat…
C 68 54 57 36 N/A 76 90 90
8835
TORIFUKUKaiou
Enables counting characters or bytes in text with options to include or exclude…
C 68 54 48 65 N/A 40 95 92
8836
SongT-50
Korean wholesale agriculture market data - auction prices, seasonal produce, ma…
C 68 66 96 66 50 47 78 57
8837
hxie-pallas
Strava Training MCP Claim 1
Provides comprehensive access to Strava API for marathon training and race anal…
C 68 55 60 82 45 81 66
8838
kongyo2
ステラリスのmodding支援用MCPサーバーです。SteamCMD APIとGitHub APIを使用して、mod開発者に必要な最新情報を提供します。
C 68 55 66 100 43 81 40
8839
Sjotie
Notion MCP Server Claim 1
A Model Context Protocol server that connects Claude and other AI assistants to…
C 68 55 71 100 25 81 48
8840
BACH-AI-Tools
Enables access to Google Maps business data including search, reviews, photos, …
C 68 55 56 100 48 81 45
8841
andrewstephenson-v1
Azure Assistant MCP Claim 2
Enables natural language exploration of Azure environments by generating and ex…
C 68 55 68 91 36 80 51
8842
davidkingzyb
SCAST MCP Server Claim 1
Converts code into UML diagrams and flowcharts through static analysis, enablin…
C 68 55 72 58 49 71 86
8843
namp10010
Notes MCP Server Claim
A local note-taking server that provides intelligent management of markdown fil…
C 68 54 84 28 N/A 38 90 91
8844
akash-network
Akash MCP Server Claim
A TypeScript server implementing the Model Context Protocol that enables AI age…
C 68 55 48 61 60 78 98
8845
jwaresolutions
Polygon MCP Server Claim 1
A Model Context Protocol server that enables users to interact with Polygon.io …
C 68 55 63 66 22 81 99
8846
sergey-mamulchenko
Enables interaction with Anki desktop flashcard app through the AnkiConnect plu…
C 68 54 64 47 N/A 39 95 91
8847
feevlic
vHal MCP Server Claim
Enables Android Automotive developers to explore and implement Vehicle Hardware…
C 68 55 90 26 44 82 91
8848
DiogoAzevedo03
IPMA MCP Server Claim 1
Provides access to Portuguese weather data from IPMA (Instituto Português do Ma…
C 68 55 72 61 23 82 93
8849
ShunL12324
Enables Claude Code to call Gemini models through an OpenAI-compatible API, pro…
C 68 55 72 63 27 81 88
8850
sndani
A server that enables Claude AI to interact with Weaviate vector databases, sup…
C 68 55 78 48 40 81 89
Showing 8801–8850 of 67197 servers
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