MCP Server Quality Scores

Independent quality analysis of 69052 public MCP servers

69052
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 5 hours, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7701
lhstorm
An MCP server that enables intelligent search and retrieval of QuantConnect doc…
B 70 5⁄4 ◉ ⏳ 79 52 N/A 16 92 98
7702
philogicae
Python wrapper & MCP server for the rqbit API
B 70 5⁄5 ◉ ⏳ 68 38 — 74 80 98
7703
stefanoamorelli
estonia-ai-kit ⚡ Claim
🇪🇪 Open-source AI SDK for Estonian government and private services. MCP servers…
B 70 6⁄4 ◉ ⏳ 100 66 0 75 90 91
7704
klei30
mcp-google-sheets ⚡ Claim
B 70 5⁄4 ◉ ⏳ 72 41 N/A 45 90 98
7705
nakishiyaman
dig ⚡ Claim 2
MCP server for code archaeology: git blame, file history, contributors, and co-…
B 70 5⁄5 ◉ ⏳ 39 100 N/A 78 95 40
7706
vitalune
Manages and analyzes personal information across email, social media, documents…
B 70 5⁄5 ◉ ⏳ 96 46 — 22 82 87
7707
rahul23aug
Codex MCP Telegram ⚡ Claim 1
Enables remote execution of Codex CLI commands and provides an MCP tool for AI …
B 70 5⁄5 ◉ ⏳ 78 63 — 27 80 91
7708
odos-xyz
Enables interaction with DeFi trading and portfolio analytics through Odos DEX …
B 70 5⁄5 ◉ ⏳ 82 58 — 27 81 88
7709
folathecoder
Provides AI assistants with access to the Adzuna Job Search API to search milli…
B 70 5⁄5 ◉ ⏳ 82 37 — 51 83 94
7710
hanweiit007
HotNews MCP Server ⚡ Claim 1
Provides real-time hot trending topics and heat indices from nine major Chinese…
B 70 5⁄5 ◉ ⏳ 78 87 — 41 82 51
7711
suthio
Redash MCP Server ⚡ Claim 1
Model Context Protocol (MCP) server that integrates Redash with AI assistants l…
B 70 5⁄5 ◉ ⏳ 84 62 — 61 80 57
7712
yusufsenyer
Provides weather data using Open-Meteo API with support for current weather, 24…
B 70 5⁄5 ◉ ⏳ 78 100 — 21 81 50
7713
noisysocks
Autoconsent MCP ⚡ Claim 1
A Model Context Protocol server that provides browser automation capabilities f…
B 70 5⁄5 ◉ ⏳ 63 100 N/A 25 95 52
7714
hxw-haha
MCP Server Demo ⚡ Claim
A minimal Model Context Protocol server demo that exposes tools through HTTP AP…
B 70 5⁄4 ◉ ⏳ 60 65 N/A 24 95 98
7715
FaithCoderLab
NicePay MCP Server ⚡ Claim
Enables developers to search and access NicePay payment API documentation, incl…
B 70 5⁄5 ◉ ⏳ 72 100 N/A 44 95 26
7716
stackzero-labs
stackzero-labs/mcp ⚡ Claim 2
A model context protocol server that enables applications to use stackzero-labs…
B 70 5⁄5 ◉ ⏳ 53 87 N/A 59 95 54
7717
BreezeWind889988
A demonstration Model Context Protocol server that provides a configurable 'Hel…
B 70 5⁄5 ◉ ⏳ 72 66 — 22 84 95
7718
longmans
Coin MCP Server ⚡ Claim 2
A Model Context Protocol server that provides access to CoinMarketCap's cryptoc…
B 70 5⁄5 ◉ ⏳ 79 65 — 21 81 89
7719
hetpatel-11
Supermemory MCP Claim 1
An MCP server that enables users to visualize Supermemory document data as an i…
B 70 5⁄5 ◉ ⏳ 51 75 — 48 80 94
7720
tfscharff
Prevents citation hallucination by verifying academic citations against CrossRe…
B 70 5⁄5 ◉ ⏳ 78 100 — 27 81 48
7721
pietz
MCP AppleScript ⚡ Claim
Enables Large Language Models to automate macOS applications and execute AppleS…
B 70 5⁄4 ◉ ⏳ 54 62 N/A 41 95 95
7722
lioensky
A server that allows AI agents to consult multiple large language models (like …
B 70 5⁄5 ◉ ⏳ 80 71 — 21 81 81
7723
vilasone455
SSH MCP Server ⚡ Claim
A local Model Context Protocol server that allows LLMs to securely execute shel…
B 70 5⁄5 ◉ ⏳ 78 58 — 20 81 100
7724
prsantos-com
AirNow MCP Server ⚡ Claim
A Model Context Protocol implementation that enables LLMs to access real-time, …
B 70 5⁄5 ◉ ⏳ 62 66 — 45 81 91
7725
MmaxwellCB
Enables natural language interaction and management of pfSense firewalls throug…
B 70 5⁄5 ◉ ⏳ 78 43 — 50 80 95
7726
Sathiya-Moorthi
Calculator MCP Server ⚡ Claim 1
A Python-based MCP server that provides a suite of basic arithmetic tools, incl…
B 70 5⁄5 ◉ ⏳ 66 65 — 27 84 100
7727
han-517
Scholar MCP ⚡ Claim
Enables searching and retrieving academic papers from arXiv and DBLP databases …
B 70 5⁄5 ◉ ⏳ 84 100 — 26 81 36
7728
xiaolaa2
MIDI File MCP ⚡ Claim 1
A powerful MCP tool for parsing and manipulating MIDI files that allows users t…
B 70 5⁄5 ◉ ⏳ 70 82 — 67 76 51
7729
falahgs
Generates children's storybook illustrations in multiple art styles (3D cartoon…
B 70 5⁄5 ◉ ⏳ 72 71 — 20 81 96
7730
databutton
Databutton ⚡ Claim 2
Build and deploy beautiful business apps effortlessly with our AI agent. Genera…
B 70 5⁄4 ◉ ⏳ 59 55 N/A 46 96 91
7731
Ankluna72
Provides advanced mathematical utilities including basic arithmetic, statistica…
B 70 5⁄5 ◉ ⏳ 72 55 — 43 83 92
7732
bjornhovd
Enables control and monitoring of SmartThings smart home devices through natura…
B 70 5⁄5 ◉ ⏳ 68 72 — 19 81 98
7733
RaiAnsar
Simplified Gemini for Claude Code.
B 70 5⁄5 ◉ ⏳ 80 41 N/A 42 81 99
7734
c3budiman
MCP Ping Server ⚡ Claim 1
Provides a ping tool to check connectivity and measure latency to any hostname …
B 70 5⁄5 ◉ ⏳ 74 57 — 39 76 100
7735
BadRooBot
Provides AI tools for generating project planning documents including technical…
B 70 5⁄5 ◉ ⏳ 72 68 — 23 81 96
7736
jpoles1
Provides AI systems with access to peer-reviewed medical information from StatP…
B 70 5⁄5 ◉ ⏳ 78 58 — 35 81 92
7737
pepperfm
A generic MCP server that exposes local repository checkouts, allowing users to…
B 70 5⁄4 ◉ ⏳ 66 61 N/A 32 90 92
7738
nobelk
random-number-server ⚡ Claim 1
An MCP server that generates random numbers by using national weather data as e…
B 70 5⁄5 ◉ ⏳ 69 47 — 54 81 100
7739
Rajawatrajat
MCP Software Engineer ⚡ Claim 3
Enables Claude to function as a full-stack software engineer with comprehensive…
B 70 5⁄5 ◉ ⏳ 96 82 N/A 21 88 37
7740
sparxHub
An advanced Model Context Protocol server for Make.com that enables intelligent…
B 70 5⁄5 ◉ ⏳ 78 65 — 18 80 97
7741
franciscorojas27
A modular server that enables management of MongoDB databases, collections, doc…
B 70 5⁄5 ◉ ⏳ 82 47 — 44 76 95
7742
ranveer0323
Allows Claude and other MCP clients to access real-time and historical stock ma…
B 70 5⁄5 ◉ ⏳ 70 63 — 43 81 88
7743
kongyo2
This MCP server provides complete MediaWiki markup syntax documentation by dyna…
B 70 5⁄5 ◉ ⏳ 66 61 — 43 83 94
7744
aaronsb
google-workspace-mcp ⚡ Claim 1
A Model Context Protocol (MCP) server that provides authenticated access to Goo…
B 70 6⁄4 ◉ ⏳ 94 72 0 77 90 93
7745
jkf87
Weather MCP Server ⚡ Claim
Provides real-time weather information for major South Korean cities using the …
B 70 5⁄5 ◉ ⏳ 56 82 — 40 83 82
7746
gmailhasan
Weather MCP Server ⚡ Claim
Provides current weather data and hourly forecasts for any location worldwide u…
B 70 5⁄5 ◉ ⏳ 66 71 — 24 81 96
7747
tatumio
blockchain-mcp ⚡ Claim 2
MCP server for Blockchain Data. It provides access to Tatum's blockchain API ac…
B 70 5⁄5 ◉ ⏳ 63 66 — 44 80 92
7748
twolven
StockFlow MCP Server ⚡ Claim 2
A Model Context Protocol server providing real-time stock data and options anal…
B 70 5⁄5 ◉ ⏳ 75 61 — 36 80 90
7749
mcmurtrya
Ukraine War MCP ⚡ Claim
Provides text analysis tools including TF-IDF document search and text profilin…
B 70 5⁄5 ◉ ⏳ 84 42 — 48 81 92
7750
Jing-yilin
TwitterAPI MCP Server ⚡ Claim 2
An MCP server that provides access to Twitter data and write actions through Tw…
B 70 5⁄5 ◉ ⏳ 63 100 — 56 76 47
Showing 7701–7750 of 69052 servers
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