MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11801
Tar-ive
Analyzes recent Bluesky posts about stocks and provides sentiment analysis usin…
C 62 55 52 60 28 81 85
11802
cremich
Allows AI assistants to access prompts from promptz.dev API without copy-pastin…
C 62 66 86 66 0 47 78 94
11803
SPAIK-io
Enables AI-powered ROI prediction and tracking with Monte Carlo simulations, Du…
C 62 55 72 65 52 80 35
11804
Here-and-Tomorrow-LLC
A server that allows Claude to control audio playback on your computer, support…
C 62 54 48 36 N/A 37 90 100
11805
kukapay
eips-mcp Claim 1
An MCP server for providing semantically related Ethereum Improvement Proposals…
C 62 54 51 30 N/A 40 92 100
11806
lborjigi
Enables AI assistants to manage BookStack documentation through natural languag…
C 62 55 72 35 21 81 94
11807
kdkyum
jlab-mcp Claim 1
An MCP server that enables LLMs to execute Python code on GPU-accelerated compu…
C 62 55 63 38 30 80 96
11808
nicoloceneda
Fred St Louis MCP Claim
Enables users to query and explore economic data from FRED, supporting tools fo…
C 62 55 66 82 30 81 38
11809
deploya-labs
Email sending MCP Claim 2
An MCP server that allows Claude Desktop or Cursor to send emails directly usin…
C 62 55 47 66 21 78 93
11810
JunkaiWang-TheoPhy
A template for deploying MCP servers on Cloudflare Workers without authenticati…
C 62 55 48 67 21 81 84
11811
OWSSamples
A template for deploying authentication-free MCP servers on Cloudflare Workers …
C 62 55 48 70 24 81 79
11812
hannesj
Exposes Ant Design component documentation to Large Language Models, allowing L…
C 62 55 60 41 24 81 98
11813
self-tech-labs
Provides access to Swiss legal commentaries through Model Context Protocol, all…
C 62 55 84 61 25 82 43
11814
the-real-py
Enables management of your home bar inventory and cocktail discovery through Ba…
C 62 66 94 65 0 27 81 97
11815
Sinan-Abbas07
A Model Context Protocol server that delivers jokes on demand, allowing users t…
C 62 55 33 55 46 82 100
11816
droidnext
A server that provides organized documentation content for various applications…
C 62 55 48 52 36 81 91
11817
Rev4nchist
An MCP server that connects Claude.ai to a Notion-based marketing knowledge bas…
C 62 55 57 50 25 80 93
11818
kukapay
blockbeats-mcp Claim 1
An MCP server that delivers blockchain news and in-depth articles from BlockBea…
C 62 55 57 31 43 83 97
11819
ericskiff
Provides real-time train schedule information and live predictions for all 18 s…
C 62 66 84 75 0 32 82 91
11820
asdasgusdas
A template for deploying an authentication-free MCP server on Cloudflare Worker…
C 62 55 48 70 24 81 82
11821
chadkunsman
Zoom MCP Server Claim
Enables intelligent monitoring and management of Zoom rooms across multiple sit…
C 62 55 54 48 26 81 98
11822
wgh1992
A serverless deployment for running Model Context Protocol (MCP) servers on Clo…
C 62 55 48 68 21 81 83
11823
AndrewDavidRivers
A Model Context Protocol server for coordinating multiple parallel agents worki…
C 62 54 53 28 N/A 35 95 100
11824
alicenjr
Enables interactive reincarnation storytelling where users choose their path af…
C 62 54 72 20 N/A 26 95 92
11825
emingenc
Enables control of MentraOS smart glasses through tools for managing text displ…
C 62 66 84 68 0 32 81 99
11826
burakdirin
clickhouse-mcp-server Claim 1
An MCP server implementation that enables Claude AI to interact with Clickhouse…
C 62 55 51 35 55 80 96
11827
mailmodo
Mailmodo Claim
Mailmodo
C 62 66 66 72 0 62 81 97
11828
fengyucn
Provides comprehensive weather data including forecasts, air quality, weather a…
C 62 55 48 48 64 81 75
11829
Preston-Harrison
Enables secure filesystem operations with directory sandboxing and optional rea…
C 62 54 60 32 N/A 23 95 93
11830
mhzarem
OneNote MCP Server Claim
Enables Claude to read and write to local Microsoft OneNote notebooks by parsin…
C 62 54 60 30 N/A 29 87 100
11831
Charleslotto
An MCP server that enables AI assistants to control and monitor Klipper 3D prin…
C 62 55 69 31 27 77 99
11832
nakamura196
Genji MCP Server Claim
Provides access to the Genji API for searching and analyzing classical Japanese…
C 62 66 84 61 0 44 81 98
11833
Cyreslab-AI
A Model Context Protocol (MCP) server that provides access to Crunchbase data f…
C 62 66 84 72 0 42 81 92
11834
helloHupc
Pixabay MCP Server Claim
Enables AI assistants to search for and retrieve images, illustrations, and vid…
C 62 55 54 37 45 82 91
11835
prashalruchiranga
arXiv MCP Server Claim 1
A Model Context Protocol server that enables natural language interaction with …
C 62 55 57 30 46 81 99
11836
sichang824
Figma MCP Server Claim
A server implementation that enables interaction with Figma API through Model C…
C 62 55 90 28 27 81 74
11837
awslabs
Log Analyzer with MCP Claim 1
A Model Context Protocol server that provides AI assistants access to AWS Cloud…
C 62 55 57 33 63 81 83
11838
ygboy1986
Enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced …
C 62 54 54 35 N/A 41 95 82
11839
antonscap
MCP Server Sample Claim
An educational implementation of a Model Context Protocol server that demonstra…
C 62 54 48 30 N/A 42 94 100
11840
fean-developer
Enables LLMs and agents to interact with relational databases (SQL Server, MySQ…
C 62 55 66 33 41 80 87
11841
psikosen
Enables AI systems to reason through emergent thinking by breaking queries into…
C 62 54 72 20 N/A 25 95 90
11842
uzaysozen
A comprehensive MCP server providing detailed IMDb data including movies, TV sh…
C 62 55 60 33 47 81 90
11843
TomCat2357
Enables centralized management and unified interface for multiple child MCP ser…
C 62 55 72 36 32 80 82
11844
cyproxio
MCP for Security: A collection of Model Context Protocol servers for popular se…
C 62 54 74 0 N/A 58 95 88
11845
qqzhangyanhua
Provides real-time stock information for Chinese A-shares and US stocks using t…
C 62 55 48 62 24 78 91
11846
cryptonahue
Enables interaction with Anytype objects through the Anytype API, including cre…
C 62 64 78 68 0 44 95 86
11847
HowardQin
fastmcp-opengauss Claim
Enables interaction with openGauss databases through multiple transport methods…
C 62 55 80 28 23 71 99
11848
MeirKaD
Enables diabetes management by retrieving real-time glucose readings from Dexco…
C 62 55 54 56 24 81 87
11849
Muzain187
TG_MCP Claim
A lightweight Python interface that exposes TigerGraph database operations as s…
C 62 55 72 22 40 76 97
11850
ErikNguyen20
ScholarScope MCP Claim
Enables academic research through the OpenAlex API, allowing users to search fo…
C 62 55 54 38 43 81 95
Showing 11801–11850 of 67226 servers
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