MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
26182
Scored
1610
Verified
16957
Complete

Last updated 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7501
ndyadav8797-art
Enables GPT Desktop to interact with local file systems and execute shell comma…
B 70 54 78 45 N/A 22 95 98
7502
JeffersonRiobueno
Enables interaction with WooCommerce stores through the REST API. Supports prod…
B 70 55 78 63 25 81 93
7503
chrishayuk
Chuk Design System Claim
Provides access to a universal design token system with 7 pre-built themes (col…
B 70 55 78 55 29 81 95
7504
CryptoAPIs-io
mcp-signer Claim 1
MCP server for local transaction signing on EVM, UTXO, Tron, and XRP — no API c…
B 70 54 69 62 N/A 42 90 82
7505
Shirshak-dugtal
Provides real-time Indian stock market analysis, including live price tracking,…
B 70 55 84 48 25 82 100
7506
JosueSay
Enables validation and PDF rendering of Guatemalan FEL invoices from XML files.…
B 70 54 72 57 N/A 21 95 95
7507
stass
exif-mcp Claim 1
A MCP server that allows one to examine image metadata like EXIF, XMP, JFIF and…
B 70 54 57 62 N/A 42 92 96
7508
aleksvin8888
Provides AI assistants with direct access to self-hosted Docmost documentation …
B 70 55 78 47 40 82 100
7509
konigt6905
Brings Google Gemini 2.0 Flash native image generation capabilities into Claude…
B 70 55 78 100 29 81 46
7510
flagify-com
Enables network security scanning using Nmap through MCP protocol. Supports qui…
B 70 55 66 71 43 81 84
7511
dennisonbertram
Brex MCP Server Claim
Enables interaction with Brex financial data including expenses, budgets, trans…
B 70 55 56 70 57 82 86
7512
vespo92
A Model Context Protocol server that enables Claude Desktop and other MCP clien…
B 70 55 65 41 82 81 92
7513
BoosClues
A starter template for building custom MCP servers that can integrate with Clau…
B 70 55 60 100 N/A 26 95 55
7514
chromewillow
Grey Hack MCP Server Claim 1
A Model Context Protocol server that enhances Grey Hack game development by pro…
B 70 55 79 67 18 80 91
7515
sarveshkapre
Enables CVE lookups and risk assessment by integrating CISA Known Exploited Vul…
B 70 55 72 33 74 84 93
7516
rdwj
A production-ready MCP server template that enables developers to quickly build…
B 70 55 84 51 38 80 89
7517
sodam-ai
An MCP server for managing work logs, research results, and task checkpoints to…
B 70 54 53 60 N/A 68 92 83
7518
WeiWeicode
Node.js MCP Server Claim
A comprehensive MCP server that enables file operations, mathematical calculati…
B 70 54 68 61 N/A 24 95 94
7519
cbunting99
Provides comprehensive code analysis through three MCP servers: static analysis…
B 70 55 78 51 50 80 89
7520
somospragma
Enables the validation and generation of Terraform Infrastructure as Code accor…
B 70 54 72 58 N/A 18 90 100
7521
joehaddad2000
Adds persistent task management to AI coding assistants in IDEs, allowing them …
B 70 54 76 37 N/A 47 94 92
7522
theSharque
mcp-architector Claim 1
MCP server for architecture and system design. Store and manage project archite…
B 70 55 65 100 N/A 37 95 39
7523
THENABILMAN
Enables AI-powered semantic search and question-answering for LiveKit documenta…
B 70 55 78 70 19 81 90
7524
AkM-2018
AWS CDK MCP Server Claim
Provides guidance and tools for the AWS Cloud Development Kit, including infras…
B 70 55 54 82 44 80 86
7525
mongodb-developer
An MCP server that enables users to create and manage MongoDB Atlas clusters, u…
B 70 55 63 72 41 81 90
7526
ambar
simctl-mcp Claim
B 70 54 54 63 N/A 52 95 88
7527
santoshray02
CSV Editor Claim
Comprehensive CSV processing MCP server with 40+ operations for data manipulati…
B 70 55 60 82 73 81 56
7528
aaronsb
google-workspace-mcp Claim 1
A Model Context Protocol (MCP) server that provides authenticated access to Goo…
B 70 64 94 72 0 77 90 93
7529
ahemavathy
Provides comprehensive functionality including weather data, system utilities, …
B 70 55 90 82 26 81 52
7530
mjmorales
Simple MCP Runner makes it effortless to safely expose system commands to langu…
B 70 54 72 33 N/A 59 95 90
7531
Kenan7
Enables interaction with WooCommerce stores through the WordPress REST API, sup…
B 70 55 72 68 29 78 95
7532
abdqum
Enables comprehensive management of self-hosted or cloud Supabase instances wit…
B 70 55 86 43 29 81 99
7533
vurtnec
Jira Claim 2
MCP to Connect JIRA by NodeJs
B 70 55 72 72 17 80 95
7534
NightTrek
Facilitates interactive software development planning by managing tasks, tracki…
B 70 55 86 83 47 81 41
7535
osamaloup
Provides file system operations (read, write, list, delete) and Git repository …
B 70 55 78 53 26 81 100
7536
flagify-com
Integrates Security Orchestration, Automation and Response (SOAR) platform capa…
B 70 55 90 40 50 81 85
7537
tinytelly
Time MCP Server Claim
Provides current time and date information with timezone support and multiple f…
B 70 55 72 100 26 81 53
7538
siarhei-fedziukovich
MolMIM MCP Server Claim
Enables molecular generation, optimization, and analysis through NVIDIA MolMIM …
B 70 55 80 53 39 81 91
7539
anhkhoa289
MCP Playground Claim 1
A demonstration MCP server supporting both Stdio and SSE transports, providing …
B 70 55 72 83 47 81 55
7540
TauqeerAhmad5201
Docker MCP Server Claim 1
Enables natural language interaction with Docker commands and operations. Suppo…
B 70 55 72 100 N/A 25 95 39
7541
avarant
A server that enables vector and keyword search capabilities in Typesense datab…
B 70 55 74 52 41 80 98
7542
robobobby
Provides access to the Finnish company registry (PRH/YTJ) to search for busines…
B 70 55 72 100 30 81 50
7543
fongfai
A starter template for building Model Context Protocol (MCP) servers using Node…
B 70 54 60 58 N/A 35 92 100
7544
Bob-lance
Grok MCP Plugin Claim
Provides seamless access to Grok AI's capabilities (chat completion, image unde…
B 70 55 92 36 49 81 84
7545
wopal-cn
A Model Context Protocol server that provides real-time hot trending topics fro…
B 70 55 75 87 43 82 51
7546
cs97jjm3
Provides UK-centric date calculations including bank holiday integration, sprin…
B 70 55 78 57 24 81 98
7547
anishphilip012git
WireMCP Secure Claim
Production-ready MCP server for real-time network traffic analysis and packet c…
B 70 54 54 73 N/A 29 95 93
7548
Tairon-ai
Enables AI assistants to interact with the Plasma Network blockchain testnet, s…
B 70 55 66 61 44 80 98
7549
shaunie2fly
Enables creation and management of professional email templates using MJML mark…
B 70 55 78 100 28 81 43
7550
frishtik
MCP server exposing multiple OSINT tools for AI assistants like Claude
B 70 54 90 28 N/A 42 95 88
Showing 7501–7550 of 33449 servers
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