MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1451
mastrophot
MCP smart contract scanner with NEAR-focused security context.
B 80 54 78 63 N/A 74 94 93
1452
thebasedcapital
brainbox Claim
Hebbian memory for AI agents. Learns file patterns, predicts next tools, saves …
B 80 54 82 62 N/A 71 90 95
1453
nickweedon
Enables AI assistants to create, read, edit, and manage Google Docs and Drive f…
B 80 55 90 100 32 82 78
1454
arabold
docs-mcp-server Claim
Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Too…
B 80 54 84 43 N/A 91 94 94
1455
opgginc
opgg-mcp Claim
Access real-time gaming data across popular titles like League of Legends, TFT,…
B 80 66 78 66 95 77 81 86
1456
aashari
Atlassian Confluence Cloud integration. Enables AI systems to interact with Con…
B 80 55 94 70 65 80 84
1457
blakeyoder
Provides AI assistants with instant access to TypeScript type definitions from …
B 80 54 96 58 N/A 47 95 92
1458
anzax
dockashell Claim
DockaShell is an MCP server that gives AI agents isolated Docker containers to …
B 80 54 94 46 N/A 70 95 91
1459
kazuph
Model Context Protocol server for Task Management. This allows Claude Desktop (…
B 80 55 78 82 N/A 44 95 90
1460
dmayboroda
minima Claim
On-premises conversational RAG with configurable containers
B 80 54 84 63 N/A 61 90 97
1461
Ansvar-Systems
chilean-law-mcp Claim
Chilean legislation via MCP — full-text search across statutes and provisions
B 80 55 90 66 N/A 68 80 92
1462
Angry-Robot-Deals
Sys8 MCP Server Claim
Provides deterministic system information and developer utilities including dat…
B 80 55 78 100 50 81 80
1463
OMOPHub
omophub-mcp Claim
Search, lookup, map, and navigate OMOP medical vocabularies via AI agents
B 80 54 88 52 N/A 83 83 98
1464
rodgomesc
A VSCode and Cursor extension that captures real-time terminal output and expos…
B 80 54 90 51 N/A 63 95 98
1465
florinel-chis
Provides instant, offline access to comprehensive PrestaShop development docume…
B 80 55 84 82 49 81 96
1466
Justice219
roblox-studio-mcp Claim 1
Connect AI assistants to Roblox Studio — manipulate the DataModel with 14 tools
B 80 55 82 100 N/A 32 95 75
1467
lex-tools
Automate the extraction of your codebase context for Large Language Models. Thi…
B 80 54 90 63 N/A 59 92 91
1468
tushar-badhwar
NLSQL MCP Server Claim
A Node.js package that provides a Model Context Protocol server for converting …
B 80 54 92 62 N/A 46 95 94
1469
gilberth
Enable AI assistants to seamlessly interact with your Home Assistant smart home…
B 80 55 88 72 N/A 49 81 100
1470
luciVuc
OpenAPI MCP Server Claim 1
A generic MCP server that dynamically converts OpenAPI-defined REST APIs into t…
B 80 55 96 65 65 82 86
1471
drunnells
Enables LLMs to interact with and control the Pulsar text editor through a vari…
B 80 54 86 70 N/A 48 90 96
1472
PuroDelphi
MCPFirebird Claim
Connect to Firebird databases to query data, explore schemas, and understand ta…
B 80 54 96 32 N/A 86 92 100
1473
huangfeng19820712
Enable AI models to interact with MySQL databases through a standardized interf…
B 80 55 96 58 N/A 63 81 99
1474
blackaxgit
ssh-mcp Claim
Enables AI assistants to execute shell commands and transfer files via SFTP acr…
B 80 54 82 68 N/A 60 90 98
1475
winsthuang
Home Controller Claim
A unified smart home automation system that enables control and monitoring of M…
B 80 54 94 71 N/A 35 87 99
1476
MarkusPfundstein
mcp-gsuite Claim
Integration with gmail and Google Calendar.
B 80 55 96 68 48 80 100
1477
shelfio
Datadog MCP Server Claim
Enables comprehensive Datadog monitoring capabilities including CI/CD pipeline …
B 80 55 100 60 60 82 93
1478
xynehq
jaf-py Claim
Functional Python agent framework with MCP support, enterprise security, immuta…
B 80 54 90 40 N/A 78 95 100
1479
nickgnd
tmux-mcp Claim 2
A MCP server for our beloved terminal multiplexer tmux.
B 80 55 57 100 N/A 53 90 98
1480
asume21
webear Claim
Give your AI coding assistant ears — capture, analyze, and describe live audio.
B 80 44 76 N/A N/A 61 83 98
1481
better-auth
Better Icons Claim
Provides access to over 200,000 icons from 150+ collections with features for s…
B 80 55 82 65 76 82 94
1482
ludmila-omlopes
MCP stdio server for analyzing YouTube videos with Google Gemini
B 80 44 84 N/A N/A 55 83 93
1483
vs4vijay
espresso-mcp Claim 1
espresso-mcp
B 80 55 72 82 N/A 67 95 79
1484
arclightdynamics
LumenCore Claim
Provides AI coding assistants with persistent project memory to retain architec…
B 80 54 90 60 N/A 53 95 98
1485
mpzarde
fabric-mcp Claim 2
MCP server for Fabric AI patterns
B 80 55 69 100 N/A 70 87 69
1486
pilat
DataLink Claim 2
MCP server for secure database access (PostgreSQL, MySQL, SQLite)
B 80 54 85 61 N/A 64 92 96
1487
metareflection
Enables LLMs to run rule-based molecular interaction simulations using the Kapp…
B 80 66 84 86 88 40 81 91
1488
peng-shawn
mermaid-mcp-server Claim
A Model Context Protocol (MCP) server that converts Mermaid diagrams to PNG ima…
B 80 55 96 60 73 78 93
1489
dsgarage
ReviewMCP Claim 1
Enables automatic validation and correction of Re:VIEW manuscript files by chec…
B 80 55 78 82 N/A 33 95 100
1490
Michael-Obele
shadcn-svelte-mcp Claim
Mastra MCP server and tooling for the shadcn-svelte component docs and develope…
B 80 55 90 61 N/A 77 80 93
1491
JonathanJude
Enables AI agents to analyze and understand images using OpenRouter's vision mo…
B 80 55 100 71 46 81 91
1492
jordanburke
reddit-mcp-server Claim 2
Reddit MCP server with full read/write - posts, comments, search, and content c…
B 80 54 84 72 N/A 81 67 99
1493
kj455
mcp-kibela Claim
📇 ☁️ Allows AI models to interact with [Kibela](https://kibe.la/)
B 80 54 94 51 N/A 66 90 96
1494
l4b4r4b4b4
portfolio-mcp Claim
A portfolio analysis MCP server that enables AI agents to manage investment por…
B 80 55 84 62 77 82 95
1495
Hannes221
kali-mcp Claim
Provides an MCP interface to a full Kali Linux environment running in Docker, e…
B 80 44 70 N/A N/A 53 95 99
1496
malloryai
Mallory MCP Server Claim
A robust Model Control Protocol server that enables AI agents to access real-ti…
B 80 55 74 82 68 81 96
1497
anggasct
MCP-Insomnia Claim
Enables AI agents to create, manage, and execute API collections, requests, and…
B 80 55 96 51 77 76 99
1498
grizzlypeaksoftware
Enables AI assistants to interact with Azure DevOps to manage work items, Git r…
B 80 55 86 72 58 81 96
1499
alx1p
Luma Events Claim
Discover events from Luma — search by category, city, distance, and keywords wi…
B 80 44 76 N/A N/A 50 95 93
1500
FuzzingLabs
mcp-security-hub Claim
A growing collection of MCP servers bringing offensive security tools to AI ass…
B 80 54 96 58 N/A 57 87 96
Showing 1451–1500 of 30006 servers
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