MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 5 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4501
workbackai
🐞 MCP Node.js debugger
B 74 54 68 60 N/A 52 89 98
4502
eiabhiram
Monitors API endpoint health by checking availability, measuring response times…
B 74 54 80 62 N/A 21 95 100
4503
coreymhudson
Enables the generation, mutation, and evolution of DNA and protein sequences us…
B 74 55 92 52 46 83 91
4504
aryanduntley
aifp Claim
Database-driven FP enforcement and project management for AI-maintained codebas…
B 74 54 96 26 N/A 62 92 91
4505
windsornguyen
Integrates the Sonar API to provide Claude with real-time web-wide research cap…
B 74 55 80 63 41 81 96
4506
SiddarthaKoppaka
Aggregates and searches used car listings from multiple sources (Cars.com, Auto…
B 74 55 94 83 44 81 53
4507
petrbroz
APS MCP Server Claim
Experimental Node.js server implementing the Model Context Protocol for accessi…
B 74 55 76 65 53 76 97
4508
MUSE-CODE-SPACE
vibe-coding Claim 1
Auto-document vibe coding sessions - collect, summarize, and publish
B 74 54 72 71 N/A 50 90 83
4509
gigamori
An MCP server that executes SQL via ConnectorX and streams the result to a CSV …
B 74 55 79 68 47 81 86
4510
lchinglen
time-mcp-server Claim 2
MCP server for timezone conversions and time queries with support for IANA time…
B 74 55 75 100 N/A 50 95 36
4511
mavengence
ustidnr-mcp Claim
Validate EU VAT IDs directly from your AI assistant. The only MCP server with q…
B 74 55 72 61 54 82 98
4512
ExpertVagabond
53-tool MCP server for Sui blockchain — wallets, DeFi, Move contracts, staking,…
B 74 54 94 33 N/A 67 82 91
4513
BurtTheCoder
shodan Claim 1
MCP server for Shodan API — device search, IP lookup, DNS, and CVE/CPE queries.
B 74 54 73 57 N/A 63 83 93
4514
GatienBoquet
Jules MCP Server Claim
Connects AI coding assistants to the Jules API for autonomous coding sessions. …
B 74 55 80 73 25 81 99
4515
firgga-sunil
Provides production insights and code analysis by leveraging Nexus instrumentat…
B 74 55 78 66 46 82 92
4516
anavvathi
BridgeContext is a productivity tool designed to capture and transfer conversat…
B 74 54 90 27 N/A 64 89 98
4517
leandrogavidia
Enables interaction with Marinade Finance on Solana, supporting liquid staking …
B 74 55 78 100 47 71 61
4518
dmytro-ustynov
Generates professional PowerPoint presentations from Markdown with support for …
B 74 54 88 52 N/A 25 95 96
4519
btwiuse
npm-search-mcp-server Claim 1
MCP server for searching npm packages
B 74 55 75 100 N/A 46 95 39
4520
dpkirschner
Enables real-time monitoring of Seattle Fire Department incident data, allowing…
B 74 55 96 87 26 81 58
4521
SureScaleAI
openai-gpt-image-mcp Claim 1
OpenAI GPT image generation/editing MCP server.
B 74 55 78 72 53 80 80
4522
jparkerweb
mcp-sqlite Claim
Model Context Protocol (MCP) server that provides comprehensive SQLite database…
B 74 54 66 56 N/A 74 87 94
4523
xunxiing
AstrBot MCP Claim 1
Provides operational control and automation tools for AstrBot developers, enabl…
B 74 55 62 82 70 81 75
4524
Darkstar326
Enables LLMs to interact with Feishu Base (Lark) databases by providing compreh…
B 74 55 90 68 27 81 91
4525
irskep
persistproc Claim
MCP server + command line tool that allows agents to see & control long-running…
B 74 54 88 38 N/A 66 92 87
4526
InhiblabCore
mcp-image-compression Claim 1
MCP server for local compression of various image formats.
B 74 55 75 100 N/A 62 90 33
4527
larksuite
A toolkit that enables AI assistants to directly call Feishu/Lark API interface…
B 74 55 68 63 79 80 82
4528
danielsogl
MCP server that enables AI agents to perform comprehensive web audits using Goo…
B 74 55 76 82 N/A 76 95 35
4529
YachtsyAI
Provides AI-powered yacht and boat marketplace intelligence with access to 25,0…
B 74 55 72 70 51 81 91
4530
volveezz
tusk-mcp Claim
A read-only PostgreSQL MCP server that enables AI agents to perform schema intr…
B 74 55 80 62 50 80 95
4531
zereight
Bithumb MCP Server Claim
Interact with the Bithumb API to fetch cryptocurrency information and manage tr…
B 74 55 84 68 N/A 25 81 100
4532
fadlee
PocketBase MCP Server Claim 1
Enables MCP-compatible applications to directly interact with PocketBase databa…
B 74 55 78 100 33 81 64
4533
huuthangntk
Manage Dokploy projects, applications, databases, domains, and backups from one…
B 74 55 66 67 N/A 60 81 94
4534
kmexnx
An MCP server that converts Excel and Apple Numbers files to PDF format, enabli…
B 74 55 69 100 N/A 51 92 47
4535
Taewoong1378
An optimized read-only server for AI assistants to efficiently query and retrie…
B 74 55 84 61 54 80 86
4536
jkearney126
Provides specialized tools for electromagnetics and magnetic circuit analysis, …
B 74 55 90 56 25 84 100
4537
pdmtt
A MCP server for agent-driven research on Brazilian law using official sources
B 74 54 61 66 N/A 60 95 88
4538
Hint-Services
Enable AI assistants to seamlessly access and analyze your personal lifelog dat…
B 74 55 60 72 N/A 66 81 92
4539
hridaya423
conductor-tasks Claim
A task management system designed for AI development
B 74 54 64 62 N/A 55 92 97
4540
yshan2028
google-scholar-mcp Claim 1
B 74 55 60 82 N/A 45 95 85
4541
timolein74
mcp-server Claim
EUR settlement for AI agents via x402 protocol. Market data, AI tools, crypto a…
B 74 55 72 56 66 80 99
4542
TsFreddie
mcp-web Claim
Enables AI agents to search DuckDuckGo and fetch web content with human-assiste…
B 74 54 78 60 N/A 40 95 89
4543
cmanohar
mcp-uspto Claim 1
An MCP server for searching and retrieving USPTO data, including patents, trade…
B 74 55 67 67 56 84 94
4544
vaebe
Server Time Claim
Retrieve the current time effortlessly with this server. Integrate time-fetchin…
B 74 54 62 71 N/A 60 90 84
4545
doggybee
mcp-server-ccxt Claim 1
An MCP server for accessing real-time crypto market data and trading via 20+ ex…
B 74 55 63 100 70 81 52
4546
awels-io
Enables conversion of PDF files to Markdown format with optional image extracti…
B 74 54 86 58 N/A 37 95 84
4547
jun85664396
Pump.fun data fetch tool for Model Context Protocol
B 74 55 90 52 40 81 100
4548
HitmanLy007
Provide seamless access to Gmail functionalities including email sending, retri…
B 74 55 68 67 N/A 53 81 98
4549
Sunalamye
A Node.js MCP server that wraps the Claude Code CLI to enable parallel executio…
B 74 55 90 58 44 80 90
4550
crdant
mbta-mpc-server
B 74 55 72 63 65 81 91
Showing 4501–4550 of 30006 servers
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