MCP Server Quality Scores

Independent quality analysis of 66475 public MCP servers

66475
Discovered
31805
Scored
2112
Verified
16953
Complete

Last updated 7 hours, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7501
hkopenai
An MCP server providing access to Hong Kong transportation data, including pass…
B 70 55 67 58 45 81 97
7502
goldk3y
Enables interaction with Google Calendar through OAuth2 authentication, support…
B 70 55 72 71 23 81 94
7503
ahemavathy
Provides comprehensive functionality including weather data, system utilities, …
B 70 55 90 82 26 81 52
7504
ranit532
MCP Server POC Claim 1
A proof-of-concept MCP server demonstrating various capabilities including math…
B 70 55 78 57 43 71 94
7505
ampcome-mcps
Trello MCP Server Claim
Enables Claude to interact with Trello boards, lists, cards, comments, and atta…
B 70 55 72 63 23 80 100
7506
tofunori
A Model Context Protocol server that enables Claude to load CSV files and execu…
B 70 54 75 48 N/A 37 95 89
7507
comprowler
Prowler MCP Server Claim
Analyzes Prowler security scan results for cloud environments, providing detail…
B 70 54 78 61 N/A 26 95 78
7508
aviveldan
Datagov Israel MCP Claim
MCP for Data.gov.il Israeli Government Data
B 70 55 74 35 65 81 96
7509
dimascior
Adds automation capabilities to Claude Desktop through MCP and enables Claude D…
B 70 54 96 38 N/A 27 83 91
7510
tejedamiguel6
Contentful MCP Server Claim 1
A Model Context Protocol server that enables Claude to interact directly with C…
B 70 55 59 65 40 81 100
7511
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
7512
cppmyjob
Provides structured task planning and tracking capabilities with 40 tools for m…
B 70 55 54 82 N/A 32 95 78
7513
joehaddad2000
Adds persistent task management to AI coding assistants in IDEs, allowing them …
B 70 54 76 37 N/A 47 94 92
7514
BaranDev
Provides direct access to the RAWG gaming database, allowing users to search fo…
B 70 55 70 56 34 83 100
7515
flagify-com
Integrates Security Orchestration, Automation and Response (SOAR) platform capa…
B 70 55 90 40 50 81 85
7516
tim-mcdonnell
Tana MCP Server Claim 1
An MCP server that connects to Tana's Input API, allowing Large Language Models…
B 70 55 57 72 56 77 89
7517
rosh-studio
Rosh MCP Server Claim 1
Enables AI to create and publish interactive web apps, games, and 3D scenes usi…
B 70 55 76 41 47 82 100
7518
semihbugrasezer
Etsy SEO Generator Claim
Generates complete SEO-optimized Etsy product listings including titles, descri…
B 70 55 88 38 43 81 91
7519
godlewis
Enables LLMs to interact with ZenTao project management system, supporting proj…
B 70 55 72 77 28 81 82
7520
BreezeWind889988
A demonstration Model Context Protocol server that provides a configurable 'Hel…
B 70 55 72 66 22 84 95
7521
abcpro1
mcp-cli-catalog Claim 1
An MCP server that publishes CLI tools on your machine for discoverability by L…
B 70 54 69 65 N/A 43 95 70
7522
scgreenhalgh
NanoKVM MCP Server Claim 1
Enables AI assistants to remotely control Sipeed NanoKVM hardware for BIOS-leve…
B 70 55 60 82 24 77 96
7523
iAchilles
Memento Claim
A local, fully-offline MCP memory server that enables persistent storage and re…
B 70 55 60 100 N/A 39 95 43
7524
silviosotelo
Enables integration with Oracle Database and Oracle APEX 20.2, allowing LLMs to…
B 70 54 54 72 36 90 92
7525
samihalawa
A comprehensive MCP server providing Claude with full access to Brevo's marketi…
B 70 55 90 62 28 80 74
7526
varunreddy
SkillMesh Claim
SkillMesh is a retrieval router for MCP/LLM tool catalogs. It selects top-K rel…
B 70 54 72 42 59 92 85
7527
PinMeTo
An MCP server that connects your PinMeTo locations to AI assistants, enabling n…
B 70 64 92 73 0 83 90 91
7528
kishimoto-banana
MCP server that integrates with Shopify API, allowing Claude Desktop users to r…
B 70 55 72 63 40 81 87
7529
stefanoamorelli
estonia-ai-kit Claim
🇪🇪 Open-source AI SDK for Estonian government and private services. MCP servers…
B 70 64 100 66 0 75 90 91
7530
RuoJi6
An MCP server that enables AI models to query FOFA, 360 Quake, and Hunter cyber…
B 70 55 63 68 52 80 86
7531
ainblockchain
AI Network MCP Server Claim 1
Enables AI agents to interact with the AI Network blockchain by managing accoun…
B 70 55 62 82 43 81 74
7532
AlanGreyjoy
Server that ingests Swagger/OpenAPI specifications and Postman collections, pro…
B 70 55 72 70 26 80 92
7533
josefdc
UniProt MCP Server Claim
Provides seamless access to UniProtKB protein database, enabling queries for pr…
B 70 55 76 82 65 81 39
7534
OpenLinkSoftware
mcp-server-odbc Claim 2
An MCP server for generic Database Management System (DBMS) Connectivity via th…
B 70 54 67 65 N/A 45 87 83
7535
jimbul
MCP server that provides Claude AI assistants with the ability to search the we…
B 70 55 54 65 56 80 95
7536
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
7537
gustta03
A TypeScript-based boilerplate for building Model Context Protocol (MCP) server…
B 70 54 72 47 N/A 35 94 98
7538
Kenan7
Enables interaction with WooCommerce stores through the WordPress REST API, sup…
B 70 55 72 68 29 78 95
7539
Vladim8rr2
imessage-mcp Claim
A read-only MCP server for macOS that enables users to search through iMessage …
B 70 54 60 51 N/A 61 92 89
7540
bjornhovd
Enables control and monitoring of SmartThings smart home devices through natura…
B 70 55 68 72 19 81 98
7541
c3budiman
MCP Ping Server Claim 1
Provides a ping tool to check connectivity and measure latency to any hostname …
B 70 55 74 57 39 76 100
7542
bobtista
Enables AI agents to interact with the Honeybadger error monitoring service to …
B 70 55 66 62 47 82 92
7543
PlayAINetwork
Provides access to AI-related crypto and Web3 news through the ChainGPT AI News…
B 70 55 60 71 44 82 91
7544
gabbar910
Integrates Jira and GitLab to enable AI agents to seamlessly manage issues, cre…
B 70 55 78 58 27 76 100
7545
FaithCoderLab
NicePay MCP Server Claim
Enables developers to search and access NicePay payment API documentation, incl…
B 70 55 72 100 N/A 44 95 26
7546
mizchi
Lighthouse MCP Claim
Enables AI models to perform Google Lighthouse website performance analysis, in…
B 70 55 78 53 33 81 96
7547
gensecaihq
pfsense-mcp-server Claim
pfSense MCP Server enables security administrators to manage their pfSense fire…
B 70 55 82 43 N/A 46 76 98
7548
mytechnotalent
An AI-driven MCP server that autonomously interfaces with Malware Bazaar, deliv…
B 70 54 64 42 55 95 94
7549
amcharts
amcharts5 Claim
On-demand access to amCharts 5 docs, code examples, and API reference
B 70 54 60 56 N/A 39 92 100
7550
NehaSJ99
Enables users to fetch real-time weather alerts from the National Weather Servi…
B 70 55 86 36 45 81 98
Showing 7501–7550 of 66475 servers
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