MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31828
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13751
sourabharsh
A Model Context Protocol server implementation designed to run on Cloudflare Wo…
C 56 55 39 57 26 80 77
13752
takereshui
Enables video text extraction using multiple speech recognition providers inclu…
C 56 55 66 41 28 81 57
13753
Mandapati-SuryanarayanaRaju
MCP Deployment Claim
A simple demonstration MCP server that provides a sum_numbers tool for calculat…
C 56 55 56 17 24 81 100
13754
kcbabo
my-mcp-server2 Claim 1
A Model Context Protocol server built with FastMCP that features dynamic tool l…
C 56 55 45 25 27 83 100
13755
Laity624
A Model Context Protocol server that runs on Cloudflare Workers with OAuth logi…
C 56 55 39 57 26 78 75
13756
InstalabsAI
instagit Claim 1
MCP server for Instagit — AI-powered Git repository analysis for coding agents
C 56 66 51 73 0 55 72 91
13757
David3u
MCP Plus Claim
A lightweight MCP server that enhances AI agents with tools for codebase analys…
C 56 55 54 31 22 81 90
13758
CooKey-Monster
Ebay MCP Server Claim 1
A Model Context Protocol server that lets you fetch auctions from Ebay.com usin…
C 56 55 63 21 37 81 75
13759
fairyming
Suricata MCP Claim 2
An MCP server for validating Suricata rule syntax and testing rules against pca…
C 56 54 63 0 N/A 27 89 98
13760
akc2267
Solana MCP Server Claim 1
A server that provides simple RPC endpoints for common Solana blockchain operat…
C 56 55 54 30 13 81 94
13761
ChiragAgg5k
PokeMCP Claim 1
An MCP server that provides detailed Pokémon information by integrating with th…
C 56 55 47 27 23 81 100
13762
marcus-waldman
Iconsult MCP Claim 1
An architecture consulting server that reviews multi-agent systems against a kn…
C 56 66 92 41 0 29 78 91
13763
pinepaper
Enables AI assistants to create and animate graphics in PinePaper Studio using …
C 56 66 92 18 0 61 81 91
13764
verbart
tradernet-mcp Claim 1
MCP server for Tradernet/Freedom24 trading API — portfolio, orders, quotes, and…
C 56 64 63 68 0 32 75 96
13765
abakhru
Vibetest Use Claim 1
An MCP server that launches multiple Browser-Use agents to test websites for UI…
C 56 54 41 32 N/A 27 90 91
13766
ref-tools
Widget MCP Claim
Adds interactive widgets to LLM chats for common tasks like timers, stopwatches…
C 56 66 62 53 0 46 81 97
13767
arunmenon
SDK MCP Server Claim
A configurable MCP server providing searchable access to AI/ML SDK source code …
C 56 55 48 22 34 80 99
13768
SiddheshDongare
Provides a comprehensive API wrapper for GitHub operations through a FastMCP-ba…
C 56 66 72 43 0 43 80 100
13769
tdu-naifen
Demo MCP Server Claim
A simple MCP server that provides a calculator tool, dynamic greeting resources…
C 56 54 48 17 N/A 21 95 100
13770
AbacatePay
Enables integration with Abacate Pay API for managing payments, customers, and …
C 56 66 54 60 0 56 81 90
13771
teilorbarcelos
MCP Apps Server Claim 1
An MCP server template for building ChatGPT-compatible React widgets using the …
C 56 55 45 27 24 83 98
13772
theailanguage
terminal_server Claim 1
MCP server that can execute terminal commands
C 56 55 43 25 N/A 31 81 100
13773
agencyenterprise
Fathom MCP Server Claim
Connect Claude to Fathom meeting recordings, transcripts, and summaries
C 56 66 84 10 0 80 82 95
13774
kpanko
todoist-mcp Claim
A Python-based MCP server for Todoist that enables comprehensive task managemen…
C 56 55 66 10 N/A 30 76 98
13775
www-zerotrusted-ai
ZeroTrusted-ai PII Detection Agent
C 56 54 36 17 N/A 45 95 96
13776
kibela
Kibela MCP Server Claim 1
A Model Context Protocol server that allows AI applications to interact with Ki…
C 56 66 53 51 0 66 81 100
13777
Mouseminar
Enables querying and analysis of Chinese university discipline assessments, inc…
C 56 55 48 43 19 82 80
13778
kelseyee
Calculator MCP Claim
A numerical calculator based on Model Context Protocol (MCP) that provides simp…
C 56 54 42 30 N/A 20 95 88
13779
Nikhita196
A Model Context Protocol server that delivers various types of jokes (Chuck Nor…
C 56 55 15 58 43 81 92
13780
antunesgabriel
Hello Claim
Greet anyone instantly with a simple command. Use a ready-made prompt to craft …
C 56 54 42 47 N/A 18 95 71
13781
Joseph19820124
A demonstration MCP (Model Control Protocol) server built with FastMCP framewor…
C 56 54 48 20 N/A 23 95 94
13782
Alex2Yang97
yahoo-finance-mcp Claim
Enables retrieval of comprehensive financial data from Yahoo Finance, including…
C 56 64 76 26 0 49 95 92
13783
IndigoProtocol
indigo-mcp Claim
Indigo Protocol MCP — iAsset prices, CDP analytics, stability pools, staking & …
C 56 66 72 25 0 75 82 92
13784
xiaobenyang-com
A model context protocol server that provides Berlin administrative service dat…
C 56 64 57 70 0 45 95 73
13785
lclpedro
MySQL Managing MCP Claim
Enables interaction with MySQL databases through tools for listing tables, quer…
C 56 55 48 27 25 81 100
13786
Manaswi875
Enables researchers to search ArXiv papers, extract key insights (problems, met…
C 56 55 54 31 22 78 90
13787
jiaohuix
BiliMind-MCP Claim 1
An MCP server that generates structured notes from Bilibili videos by automatic…
C 56 55 47 40 16 81 93
13788
Papasmurf79
A beginner-friendly collection of MCP server implementations demonstrating calc…
C 56 55 60 15 22 84 97
13789
xiaobenyang-com
star Claim
A fully functional constellation MCP (Model Context Protocol) service, providin…
C 56 64 72 67 0 45 95 56
13790
gcorroto
DBA MCP Server Claim
A multi-vendor database management tool that enables LLMs to query, migrate, an…
C 56 66 72 57 0 29 81 91
13791
WinJayX
MCP Jenkins Server Claim
An integration tool that allows interaction with Jenkins CI/CD servers through …
C 56 55 60 22 22 81 91
13792
melanieawilson
Rec-MCP Claim 1
A Model Context Protocol server that enables searching for camping facilities a…
C 56 54 35 38 N/A 16 95 91
13793
DivyanshKushwaha
GitHub MCP Server Claim
A modular command processor server that enables interaction with GitHub's REST …
C 56 55 48 33 21 81 94
13794
b-bogus
AI-powered cybersecurity automation platform with 150+ security tools and 12+ a…
C 56 55 68 28 16 77 82
13795
zeta-chain
zeta-chain-cli Claim
Create friendly, customizable greetings for any name or audience. Break the ice…
C 56 66 84 56 0 52 80 60
13796
Vashistht
harcx-mcp Claim 1
An MCP server that enables AI assistants to verify BibTeX citations and URLs ag…
C 56 55 33 37 40 82 92
13797
xiaobenyang-com
Hugeicons Claim
Hugeicons MCP Server is a TypeScript based server that provides integrated tool…
C 56 64 72 66 0 45 95 55
13798
joelGuerraArias
Enables automated sending of institutional emails via Gmail SMTP with authentic…
C 56 55 54 32 25 81 85
13799
parishwolfe
Enables AI agents to explore and query a mock e-commerce store's data including…
C 56 55 48 27 25 81 100
13800
Stauffacher
An example Model Context Protocol (MCP) server that provides basic mathematical…
C 56 54 48 16 N/A 27 94 97
Showing 13751–13800 of 66502 servers
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