MCP Server Quality Scores

Independent quality analysis of 33593 public MCP servers

33593
Discovered
28205
Scored
1966
Verified
16957
Complete

Last updated 1 hour, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9951
neeraj15022001
Curl MCP Server Claim 2
A Model Context Protocol server that provides secure curl command execution cap…
C 66 55 63 65 22 77 96
9952
lingvanex-mt
Enables text translation between different languages using the Lingvanex Transl…
C 66 55 48 68 29 81 100
9953
ChristianKowalczyk
Weather MCP Server Claim
Provides real-time weather updates and city geocoding by integrating the Nomina…
C 66 55 54 60 26 83 100
9954
guzyang
A template for deploying an unauthenticated remote MCP server on Cloudflare Wor…
C 66 55 48 68 27 81 100
9955
tamappe
Market Index MCP Claim 1
Provides natural language access to over 100 years of historical market index d…
C 66 55 60 82 N/A 55 92 34
9956
adamd9
Helps users find suitable LinkedIn job opportunities by automatically scraping …
C 66 55 60 58 26 81 99
9957
openpoem
spec-score-mcp Claim
Score your specs before feeding them to an LLM. MCP server with radar chart vis…
C 66 64 90 58 0 54 95 100
9958
serima
Twitter MCP Server Claim
Provides tools for accurate Twitter/X post character counting, validation, and …
C 66 55 78 47 31 83 82
9959
reyesbho
MCP Pedidos Claim 1
A Model Context Protocol server that manages orders through a REST API, allowin…
C 66 55 57 68 21 81 96
9960
lifestylearb
tokenmonkey Claim
P2P wagering protocol for AI agents on Solana. Coinflip & dice challenges for U…
C 66 54 60 66 N/A 25 74 99
9961
Srish-ty
A server that manages conversation context for LLM interactions, storing recent…
C 66 55 86 36 23 81 94
9962
devstacks-software-engineering
ID Generator MCP Claim
Provides AI assistants with capabilities to generate collision-resistant unique…
C 66 55 66 82 N/A 44 95 33
9963
kmwebnet
CO2 Sensor MCP Server Claim 1
A Node.js application that provides a JSON-RPC interface to interact with CO2 s…
C 66 54 94 26 N/A 20 95 80
9964
cfocoder
Banxico MCP Server Claim
Enables access to Bank of Mexico (Banxico) economic data including real-time an…
C 66 55 60 38 51 81 100
9965
physictim
THSRC MCP Server Claim
Enables real-time Taiwan High Speed Rail (THSRC) information queries including …
C 66 55 54 82 42 81 64
9966
fr0gger
MCP_Security Claim 2
MCP server for querying the ORKL API. This server provides tools for fetching t…
C 66 55 69 53 13 82 100
9967
kodey-ai
Run SOQL queries against your Salesforce org to retrieve records and insights. …
C 66 66 96 68 0 59 81 90
9968
gentiku
Enables comprehensive Spotify integration through natural language commands, su…
C 66 55 78 41 24 81 98
9969
suthio
An MCP server that enhances Brave Search results by using Puppeteer to extract …
C 66 55 69 58 21 81 91
9970
demomagic
Enables document parsing through the Mineru API with support for multiple forma…
C 66 55 54 72 21 81 92
9971
satty1987
Node MCP Server Claim
A minimal Express-based MCP server that exposes a weather tool through HTTP end…
C 66 55 66 55 27 81 91
9972
NimbleBrainInc
Enables AI assistants to manage Folk CRM data, including contacts, companies, n…
C 66 55 54 43 66 83 92
9973
atlanhq
atlan-mcp-server Claim 1
MCP server for interacting with Atlan services including asset search, updates,…
C 66 55 59 41 73 84 81
9974
srijanshukla18
xray Claim
Progressive code-intelligence MCP server: map project structure, fuzzy-find sym…
C 66 54 72 31 N/A 43 90 90
9975
rftsngl
Provide users with random advice through a simple and accessible API. Integrate…
C 66 54 74 27 N/A 31 92 100
9976
ashenoy95
MCP Chat Claim
A command-line interface application that enables interactive chat with AI mode…
C 66 55 66 53 21 81 100
9977
securityfortech
secops-mcp Claim
All-in-one security testing toolbox that brings together popular open source to…
C 66 54 76 27 N/A 48 89 86
9978
SeoNaRu
Enables users to search for the latest news articles from The Guardian using ke…
C 66 54 72 72 N/A 24 95 51
9979
Hochfrequenz
TransformerBee.MCP Claim
Enables conversion between EDIFACT and BO4E data formats through the transforme…
C 66 55 72 42 49 81 82
9980
aaronsb
Jira Cloud Claim 1
MCP server for Jira Cloud — manage issues, sprints, boards, filters, and custom…
C 66 54 85 20 N/A 55 83 84
9981
gabguerin
Enables AI agents to interact with the Hooktheory API for chord progression gen…
C 66 55 68 41 47 80 90
9982
scriptstar
Provides personalized Data Engineering learning updates by fetching recent news…
C 66 55 70 100 21 81 38
9983
hexsupport
Provides a Model Context Protocol interface for HexagonML ModelManager tools, e…
C 66 55 78 43 30 81 89
9984
samihalawa
envmem-mcp Claim
EnvMem
C 66 55 94 0 N/A 62 80 96
9985
Alvinnn1
TinyPNG MCP Server Claim
Enables batch image compression and resizing using the TinyPNG API. Supports PN…
C 66 55 54 72 24 81 89
9986
wllcnm
MCP Reddit Server Claim 2
A Model Context Protocol server that enables AI assistants like Claude to brows…
C 66 55 57 53 37 82 99
9987
cloud-aspect
Config MCP Server Claim
Enables AI assistants to search documentation, read and update configuration fi…
C 66 55 54 100 N/A 26 95 43
9988
Ghanishtha12
Simple MCP POC Claim
A proof-of-concept MCP server that enables reading local files and performing b…
C 66 54 54 55 N/A 32 87 96
9989
jjsantos01
connects Jupyter Notebook to Claude AI, allowing Claude to directly interact wi…
C 66 54 72 26 N/A 48 87 99
9990
handsomegentlemen
Enables AI models to access user geolocation information through EdgeOne Pages …
C 66 55 66 37 41 82 100
9991
nklymok
Exposes Monobank personal account data through MCP tools, allowing users to fet…
C 66 55 60 68 21 81 92
9992
theYahia
gigachat-mcp Claim 1
MCP server for Sber GigaChat API — chat completions, models, embeddings.
C 66 44 41 N/A N/A 58 83 86
9993
lengbone
Enables intelligent image analysis using GLM-4.5V model, specializing in extrac…
C 66 55 72 100 26 81 32
9994
GALIAIS
SiYuan MCP Server Claim 1
An MCP server for SiYuan Note that enables comprehensive management of notebook…
C 66 55 63 65 N/A 68 95 39
9995
gaurigshankar
Weather MCP Server Claim
Enables AI assistants to access real-time US weather forecasts and alerts throu…
C 66 55 60 100 N/A 22 95 37
9996
JosefGold
Enables agents to convert text to speech using OpenAI's TTS models with voice s…
C 66 54 66 40 N/A 34 95 92
9997
yejelim
Enables natural language exploration and advanced analysis of VitalDB medical d…
C 66 55 80 91 N/A 22 95 17
9998
armonge
Wahoo MCP Server Claim 3
An MCP server for interacting with the Wahoo Cloud API to manage workouts, rout…
C 66 55 63 71 54 82 58
9999
I-CAN-hack
pdf-mcp Claim 1
An MCP server for reading, rendering, and searching PDF files, specifically opt…
C 66 54 49 47 N/A 52 90 96
10000
h-lu
Paperlib MCP Claim
Enables academic literature management through PDF import, hybrid search, knowl…
C 66 55 54 67 48 81 76
Showing 9951–10000 of 33593 servers
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