MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9601
JanJetze
android-emulator-mcp Claim 1
An MCP server for managing local Android Virtual Devices (AVDs) and their lifec…
C 67 54 47 42 N/A 64 92 98
9602
BeehiveInnovations
PAL MCP Server Claim
A Provider Abstraction Layer that orchestrates multiple AI models (GPT-5, Gemin…
C 67 55 96 40 70 81 40
9603
AK1979
ABAP MCP Claim 1
An AI-powered server that provides comprehensive coding assistance for SAP ABAP…
C 67 54 78 75 N/A 27 90 50
9604
ryan-haver
Fusebase MCP Server Claim 1
Enables AI assistants to manage Fusebase workspaces by providing 46 tools for h…
C 67 54 88 27 N/A 32 87 94
9605
Yang-Charles
Enables AI assistants to perform IP geolocation and nearby place searches using…
C 67 54 54 71 N/A 31 95 75
9606
croit
mcp-croit-ceph Claim 2
MCP server for Croit Ceph cluster management with dynamic OpenAPI tool generati…
C 67 54 85 38 N/A 36 81 87
9607
jinhee3653-debug
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 67 54 66 73 N/A 34 90 62
9608
standardbeagle
A high-performance server that provides clipboard access for AI assistants, spe…
C 67 54 70 33 N/A 49 92 91
9609
sam2332
SQLite MCP Server Claim 2
A Model Context Protocol server that enables AI assistants to interact with SQL…
C 67 55 63 61 29 76 100
9610
Sogrey
SQLite MCP Server Claim
A universal SQLite database management tool that enables SQL query execution th…
C 67 54 60 40 N/A 37 95 100
9611
nxt3d
CRM MCP Server Claim
A production-ready MCP server for Customer Relationship Management (CRM) that u…
C 67 54 72 26 N/A 46 90 100
9612
jhanglim
Enables Claude to interact with Mattermost through search functionality, user m…
C 67 55 88 83 26 81 39
9613
mnhlt
WebSearch Claim 1
Enable your AI assistants to perform real-time web searches and retrieve the la…
C 67 55 55 62 N/A 45 81 91
9614
sebotic
cdk_pywrapper Claim
A Python wrapper for the Chemistry Development Kit (CDK)
C 67 54 84 26 N/A 40 87 93
9615
arunrajece
Integrates Google Maps routing and traffic capabilities with Claude AI for adva…
C 67 55 86 53 18 78 86
9616
hyen43
A server built with mcp-framework that allows users to extend Claude's capabili…
C 67 55 92 100 23 82 12
9617
saxyguy81
A secure MCP wrapper for Anthropic Claude Code that eliminates the need for per…
C 67 55 84 43 23 81 90
9618
Solafon
Solafon MCP Claim 1
An MCP server for building AI-powered bots and interacting with Solana wallets …
C 67 55 45 66 53 80 96
9619
hoppo-chan
Memory Bank MCP Claim
A Model Context Protocol plugin that helps AI assistants maintain persistent pr…
C 67 55 60 62 39 81 90
9620
hsu-aut
Enables LLMs to interact with the Blocksworld Simulation to perform block manip…
C 67 55 54 55 45 82 97
9621
sbl-sdsc
MCP Server Proto-OKN Claim 1
A Model Context Protocol server that provides tools for querying SPARQL endpoin…
C 67 55 61 38 69 81 93
9622
almogqwinz
Amadeus MCP Server Claim
Enables flight search capabilities through the Amadeus Flight Offers Search API…
C 67 55 68 48 42 81 92
9623
rmarji
google-docs-mcp Claim
C 67 64 88 75 0 47 92 95
9624
mikeysrecipes
BlenderMCP Claim
Connects Blender to Claude AI through the Model Context Protocol (MCP), enablin…
C 67 54 66 32 N/A 44 95 99
9625
wenyili
MBTI MCP Server Claim 1
Enables AI assistants to guide users through MBTI personality tests with two mo…
C 67 55 72 55 24 83 90
9626
wsargent
icalPal MCP Server Claim
Enables AI assistants to interact with macOS Calendar and Reminders application…
C 67 44 54 N/A N/A 21 95 88
9627
berrydev-ai
JSON MCP Server Claim
Provides powerful JSON manipulation tools through Model Context Protocol, enabl…
C 67 55 78 56 19 81 87
9628
LazerThings
An MCP server that leverages multiple Claude instances to provide enhanced resp…
C 67 55 75 52 23 81 92
9629
tianhuil
Provides state and log management tools designed for long-lived AI agents that …
C 67 54 70 30 N/A 45 92 99
9630
feuerdev
keep-mcp Claim
Read, create, update and delete Google Keep notes.
C 67 55 62 41 69 76 95
9631
spranjal3301
BlenderMCP Claim
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
C 67 54 66 33 N/A 44 95 96
9632
BACH-AI-Tools
Provides access to synonyms and antonyms for words through the API Ninjas Thesa…
C 67 55 56 100 42 81 48
9633
SmartManoj
Telegram Bot MCP Claim
Enables AI assistants to send messages and interact with Telegram chats through…
C 67 55 54 71 26 81 98
9634
xiaoyuchenhot
Weather MCP Server Claim
Provides current weather information for any city worldwide using the free Open…
C 67 55 66 56 21 81 100
9635
mektigboy
An MCP server implementation that integrates with Hyperliquid exchange, providi…
C 67 55 75 82 38 81 47
9636
zidong0822
Swagger MCP Server Claim
Automatically converts Swagger 2.0 API specifications into MCP tools, enabling …
C 67 55 78 100 43 81 17
9637
ab2005
ElevenLabs MCP Server Claim 1
Enables seamless integration with ElevenLabs Conversational AI to manage agents…
C 67 55 78 40 38 82 92
9638
sdimitrov
MCP Memory Server Claim
Implements long-term memory capabilities for AI assistants using PostgreSQL wit…
C 67 55 90 38 28 81 84
9639
AbhiGit-Trimble
Weather MCP Server Claim
Provides access to real-time weather data, 5-day forecasts, air quality informa…
C 67 55 60 51 50 81 94
9640
Kylejeong2
Twitter MCP Server Claim
Enables Twitter automation including posting tweets, replying to tweets, and se…
C 67 55 54 68 26 81 98
9641
voska
hass-mcp Claim 1
Home Assistant MCP Server
C 67 55 59 41 N/A 68 81 93
9642
hkk101
MCP Server for MySQL Claim 2
A Model Context Protocol server that provides read-only access to MySQL databas…
C 67 55 73 82 39 81 49
9643
henrysouchien
Provides tools for interacting with Interactive Brokers Gateway to access marke…
C 67 54 76 36 N/A 33 92 92
9644
BingoWon
mcp-server Claim
Apple Developer Documentation with Semantic Search, RAG, and AI reranking for M…
C 67 66 94 72 0 62 82 94
9645
Rikxed
A Python-based SQLite MCP server supporting database read/write operations with…
C 67 55 72 61 26 81 87
9646
BACH-AI-Tools
jimeng4-mcp Claim 1
An MCP server providing multi-modal generation tools based on Volcengine's Jime…
C 67 55 53 71 56 80 77
9647
goodfel10w
MCP Server für automatische Generierung professioneller Willkommenstexte für ne…
C 67 55 66 82 N/A 53 83 46
9648
0xKoda
WireMCP Claim 1
A Model Context Protocol server that provides LLMs with real-time network traff…
C 67 54 51 60 N/A 48 84 92
9649
jbuchan
Enables AI agents to perform comprehensive accessibility audits on websites usi…
C 67 55 78 75 N/A 25 95 47
9650
marlinkcyber
Enables interaction with SpiderFoot's OSINT scanning capabilities through Claud…
C 67 55 72 43 39 81 93
Showing 9601–9650 of 67197 servers
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