MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5251
zabaglione
MCP Server for Unity Claim 1
A Model Context Protocol server that enables Claude to interact directly with U…
B 73 55 75 75 N/A 67 95 48
5252
stilllovee
Memory MCP Server Claim
Enables AI agents to maintain context across conversation sessions by saving an…
B 73 55 78 66 31 82 99
5253
adamanz
Enables AI agents to analyze, summarize, and extract text from videos and image…
B 73 55 72 100 21 81 72
5254
huajibing
CHGIS MCP Server Claim
Enables querying of China Historical Geographic Information System (CHGIS) data…
B 73 55 80 68 26 81 98
5255
rt96-hub
MCP Prompt Tester Claim 2
An MCP server that allows agents to test and compare LLM prompts across OpenAI …
B 73 55 81 66 42 76 92
5256
hnethery
Connects AI coding assistants (Cursor, Claude Desktop) to DaVinci Resolve, enab…
B 73 54 86 33 N/A 56 95 95
5257
Nocodeboy
YouTube MCP Server Claim 1
An MCP server that allows Claude and other AI assistants to interact with the Y…
B 73 55 75 68 43 78 92
5258
marianstefi20
Decision OS MCP Claim 1
An LLM-native decision tracking system that captures unexpected engineering out…
B 73 55 90 60 30 83 91
5259
nk900600
Gmail MCP Server Claim
Provides complete Gmail API integration for email management, including sending…
B 73 55 68 68 53 81 95
5260
kinhunt
mcpdog Claim 1
🐕 Universal MCP Server Manager - Configure once, manage multiple MCP servers th…
B 73 54 94 31 N/A 55 90 90
5261
navisbio
Provides AI assistants with direct query access to the AACT (Aggregate Analysis…
B 73 55 60 60 67 81 99
5262
samwang0723
MCP Atlassian Claim 1
An MCP server that enables AI agents to interact with Atlassian products (Confl…
B 73 55 65 71 70 78 83
5263
normal-coder
Gitee Claim 2
MCP Tool Server for Gitee, supporting the management of repository files/branch…
B 73 55 84 100 45 82 38
5264
champierre
A server that accepts image URLs and analyzes their content using GPT-4-turbo, …
B 73 54 78 58 44 87 93
5265
JamesANZ
medical-mcp Claim 1
An MCP server that provides access to medical information, drug databases, and …
B 73 54 55 63 N/A 59 90 100
5266
kaeljune
Enables control of Fibaro Home Center 3 smart home devices through natural lang…
B 73 55 78 100 N/A 23 95 50
5267
boyleryan
Limitless MCP Server Claim 1
An MCP server that connects Limitless Pendant wearable data to AI tools like Cl…
B 73 55 67 77 30 82 100
5268
LetsCodeTheBrain
Enables Claude to interact with git repositories by providing real-time access …
B 73 54 90 48 N/A 19 95 100
5269
anshumax
World Bank MCP Server Claim 1
Enables AI assistants to interact with the World Bank open data API, allowing f…
B 73 55 90 53 27 83 98
5270
GetMystAdmin
urdb-mcp Claim
Search URDB for product integrity scores, enshittification events, and change t…
B 73 54 78 65 N/A 52 75 92
5271
Ansvar-Systems
rwandan-law-mcp Claim
Rwandan legislation via MCP — full-text search across statutes and provisions
B 73 55 90 32 N/A 71 82 91
5272
JavaProgrammerLB
Zoom MCP Server Claim 1
An AI-assisted server that enables dating within Zoom meetings, requiring Zoom …
B 73 55 74 100 61 82 37
5273
blueman82
Recall Claim
Provides long-term memory storage for AI assistants with semantic search, enabl…
B 73 54 88 35 N/A 50 95 93
5274
saikiyusuke
claudecodenavi-mcp Claim 1
Claude Code knowledge platform & marketplace MCP server. Search and share snipp…
B 73 55 86 68 27 80 91
5275
MikeyBeez
MCP Git Server Claim 1
An MCP server that provides Git version control operations for Claude, enabling…
B 73 54 69 70 N/A 27 92 96
5276
kmexnx
Invoice MCP Server Claim
Enables the generation of professional PDF invoices and their distribution via …
B 73 55 90 100 39 81 35
5277
roshanponnappa
Enables simultaneous querying and schema exploration across multiple database t…
B 73 55 86 55 43 76 98
5278
ConsentirDev
Enables AI assistants to interact with Meshtastic mesh networks for off-grid co…
B 73 54 78 50 N/A 43 95 95
5279
cruz-andr
otel-server Claim 2
MCP server for Docker container inspection and OpenTelemetry trace querying via…
B 73 66 85 80 31 69 81 96
5280
VeritasActa
acta-mcp Claim
Enables contributing, challenging, discovering, verifying, and querying contest…
B 73 54 72 71 27 92 90
5281
letsbuildagent
A custom MCP tool that integrates Perplexity AI's API with Claude Desktop, allo…
B 73 54 90 40 N/A 37 95 92
5282
JoshuaRileyDev
Coolify MCP Server Claim 1
Enables management of Coolify instances to control applications, databases, and…
B 73 55 84 67 23 80 100
5283
DiaaAj
a-mem-mcp Claim 2
Self-evolving memory system for AI agents
B 73 54 72 72 N/A 53 76 90
5284
dyeoman2
A production-ready template for building Model Context Protocol servers with Cl…
B 73 55 66 67 48 80 100
5285
perrypixel
Enables executing SQL queries on PostgreSQL databases with configurable read-on…
B 73 55 94 57 24 81 96
5286
GiorgiKemo
mcp-seo-audit Claim
SEO audit and Google Search Console MCP server with 23 tools. Search analytics,…
B 73 55 82 42 63 82 97
5287
falahgs
A Model Context Protocol (MCP) server implementation for the Google Gemini lang…
B 73 55 78 68 39 81 92
5288
ozten
cantrip Claim 1
MCP server for Cantrip — AI-powered GTM engine for solo founders
B 73 55 45 100 N/A 56 83 79
5289
FencyJay
mysql_mcp Claim
B 73 54 86 56 N/A 28 87 97
5290
hyennnnnnn
Enables deep probabilistic analysis of single-cell omics data using scvi-tools …
B 73 54 72 58 N/A 42 95 91
5291
aiuluna
Enables creating, managing, analyzing, and visualizing knowledge graphs with su…
B 73 55 84 57 N/A 42 95 79
5292
m2ai-mcp-servers
mcp-philips-hue Claim 2
MCP server for Philips Hue smart lighting control
B 73 54 75 68 N/A 31 84 98
5293
Cyronius
claude-database-tools Claim 1
A SQL Server CLI and MCP server for Claude Code that supports standard SQL Serv…
B 73 55 92 56 45 74 92
5294
Program-Integrity-Alliance
PIA MCP Server Claim 1
Enables AI to search and retrieve detailed information from U.S. government dat…
B 73 55 75 58 55 83 91
5295
EOSC-Data-Commons
Enables natural language search and discovery of open-access scientific dataset…
B 73 55 70 66 57 80 90
5296
arjunkmrm
A server that allows AI assistants to perform web searches using Perplexity's s…
B 73 55 84 68 21 80 100
5297
ahostbr
mcp-0ne Claim 1
A standalone MCP gateway that multiplexes multiple backend MCP servers behind a…
B 73 55 72 66 42 80 99
5298
MCP-Agent766
Legal MCP Server Claim
Enables legal document analysis using Azure Blob Storage and Anthropic Claude A…
B 73 55 78 71 24 81 98
5299
dhofer
Enables programmatic access to Austrian mobile carriers (yesss!, Georg, XOXO) a…
B 73 55 66 75 39 81 99
5300
tanigami
mcp-server-perplexity Claim 1
Interacting with Perplexity API.
B 73 55 78 65 43 80 92
Showing 5251–5300 of 67197 servers
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