MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 6 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6451
salman-arefin74
Repo Therapist Claim 2
An MCP server that transforms repositories into queryable knowledge by combinin…
B 72 54 79 56 N/A 25 92 96
6452
adityac7
Provides secure, read-only access to VTION e-commerce analytics data through MC…
B 72 55 84 65 19 81 94
6453
tembo
Tembo MCP Server Claim 1
Enables interaction with the Tembo API to manage organization tasks and view en…
B 72 55 72 71 24 82 98
6454 B 72 55 60 77 N/A 47 81 94
6455
ArchivierteRepositories
Enables developers to access kintone API specifications, field type documentati…
B 72 55 84 50 49 81 90
6456
sdpa
Provides real-time stock quotes, historical price data, financial news, and mul…
B 72 55 86 56 25 81 100
6457
SegfaultSorcerer
heap-seance Claim 1
Java memory leak diagnostics via jcmd, jmap, jstat, JFR, Eclipse MAT, and async…
B 72 54 72 43 N/A 65 90 92
6458
thetom42
Perplexica MCP Server Claim 1
A Model Context Protocol server that acts as a proxy to provide LLM access to P…
B 72 55 65 58 72 82 87
6459
volume19
PDF MCP Server Claim
Enables processing and analysis of large PDF files through text extraction, sea…
B 72 54 78 53 N/A 24 95 99
6460
invariantlabs-ai
Example implementation of MCP Streamable HTTP client/server in Python and TypeS…
B 72 54 84 57 N/A 21 90 97
6461
misaamane21j
Provides AI-driven project memory management through structured prompts that he…
B 72 55 88 52 45 80 88
6462
pvliesdonk
MCP server for AI image generation via OpenAI, Stable Diffusion (SD WebUI), or …
B 72 44 57 N/A N/A 86 58 96
6463
TechKampe
Enables interaction with Viterbit recruitment API for managing candidates, jobs…
B 72 55 84 67 22 82 91
6464
sin4ch
Provides a fully playable Flappy Bird game that runs inline within AI chat clie…
B 72 55 78 60 30 83 97
6465
MyunghoBae
Provides secure and efficient tools for codebase analysis, including file manag…
B 72 55 60 60 70 81 93
6466
Meerkats-Ai
Hunter.io MCP Server Claim 1
An MCP server that integrates with Hunter.io API to find and verify email addre…
B 72 55 77 68 23 82 98
6467
NabiaTech
Enables querying and analyzing code relationships by building a lightweight gra…
B 72 54 74 61 N/A 38 95 86
6468
sammcj
Bybit MCP Server Claim 3
A Model Context Protocol server that provides read-only access to Bybit's crypt…
B 72 55 77 100 50 80 39
6469
gurkanfikretgunak
Enables LLMs to interact with a CRM system through natural language to manage e…
B 72 55 84 66 21 81 96
6470
pwilkin
SearXNG MCP Server Claim 1
An MCP server that allows searching through public SearXNG instances by parsing…
B 72 55 63 100 53 81 56
6471
misiektoja
kill-process-mcp Claim
List and terminate OS processes via natural language queries
B 72 54 70 47 N/A 54 92 95
6472
Vorota-ai
nmap-mcp Claim 2
MCP server for AI-powered network scanning with Nmap. Port scanning, service de…
B 72 55 63 100 N/A 48 92 46
6473
op7418
Generative UI MCP Claim
Provides AI models with structured design guidelines and system prompts for cre…
B 72 55 76 60 37 83 96
6474
lihongwen
Enables conducting comprehensive research on complex topics through multi-layer…
B 72 54 90 33 N/A 48 90 96
6475
hrz8
Enables booking flow operations through a DSP (Demand-Side Platform) API with O…
B 72 55 72 72 29 81 94
6476
proofofwork-agency
Reporecall Claim
Zero-tool-call codebase intelligence for Claude Code and MCP clients. Automatic…
B 72 54 94 0 N/A 81 91 98
6477
vmanoilov
zen-mcp-server Claim 2
B 72 54 96 41 N/A 42 94 78
6478
TSavo
Printify MCP Server Claim 2
A Model Context Protocol server that allows AI assistants like Claude to integr…
B 72 55 69 70 67 78 75
6479
nakamurau1
TTS-MCP Claim 1
A Model Context Protocol server that integrates high-quality text-to-speech cap…
B 72 55 63 68 57 81 93
6480
longmaba
JIRA MCP Server Claim
Enables AI assistants to search, view, create, and update JIRA issues using nat…
B 72 55 86 63 26 81 89
6481
vaur94
mcp-gitpro Claim 1
A context-efficient GitHub MCP server designed for AI agents to manage reposito…
B 72 55 72 71 91 82 46
6482
YeonwooSung
metasearch-mcp Claim 1
MCP server for using various search tools like Tavily API. Planning to support …
B 72 54 63 61 N/A 41 95 96
6483
JeffChenWH
Enables AI assistants to deploy and manage static websites directly through Edg…
B 72 55 88 58 27 81 92
6484
Pavilion-devs
Saros MCP Server Claim 1
Enables AI agents to interact with Saros DeFi through natural language, providi…
B 72 55 78 91 45 81 55
6485
onesmartguy
Adds a live git branch status bar to the Claude footer for tracking multiple ac…
B 72 54 66 57 N/A 44 92 100
6486
Rahulec08
MCP Appium Server Claim
A Model Context Protocol (MCP) server that enables mobile app automation using …
B 72 54 90 28 N/A 55 95 90
6487
jameswilliamwisdom
Provides pay-per-use tools for AI agents like web screenshots and crypto intell…
B 72 55 60 72 48 81 95
6488
Jacky1-Jiang
A Python-based server that interacts with EPICS process variables, allowing use…
B 72 54 72 55 N/A 36 90 100
6489
whiteprompt
Eraser MCP Server Claim
Creates, validates, and fixes diagrams on Eraser.io using their API. Supports s…
B 72 55 78 66 29 81 94
6490
dheersingh1973
MCP MySQL Server Claim
Enables interaction with MySQL databases through MCP, supporting query executio…
B 72 55 84 100 24 81 48
6491
marc-shade
Enables searching, downloading, and analyzing academic papers from arXiv and Se…
B 72 55 94 53 28 81 89
6492
moro3k
mcp-altegio Claim 2
MCP server for Altegio API — appointments, clients, services, staff schedules f…
B 72 55 69 62 68 83 79
6493
MilesCool
RedNote MCP Claim
Enables users to search and retrieve content from Xiaohongshu (Red Book) platfo…
B 72 55 72 100 N/A 44 95 34
6494
wdm0006
Mutmut MCP Claim 1
A Model Context Protocol server that provides programmatic APIs for running mut…
B 72 55 51 82 51 81 94
6495
masx200
Enables location-based services through AMap/AutoNavi Maps API including geocod…
B 72 55 86 57 55 81 77
6496
septemhill
Etherscan MCP Tool Claim 1
A tool that enables users to interact with blockchain data to retrieve token to…
B 72 55 78 63 39 76 94
6497
mako10k
MCP-Confirm Claim 1
An MCP server implementing AI-user confirmation protocols, providing tools for …
B 72 55 75 100 46 81 43
6498
sondt2709
Docker MCP Claim
A tool that helps AI agents interact with Docker containers on local or remote …
B 72 54 66 58 N/A 39 95 99
6499
pranav-vijayananth
Enables Purdue University students to access their Brightspace academic data in…
B 72 54 94 20 N/A 45 95 100
6500
AmoyLab
Unla Claim
🧩 MCP Gateway - A lightweight gateway service that instantly transforms existin…
B 72 54 70 41 N/A 83 90 85
Showing 6451–6500 of 30006 servers
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