MCP Server Quality Scores

Independent quality analysis of 59785 public MCP servers

59785
Discovered
29913
Scored
2112
Verified
16953
Complete

Last updated 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1651
imprvhub
A Model Context Protocol (MCP) integration that provides Claude Desktop with au…
B 79 54 90 58 N/A 63 84 99
1652
joenorton
Generate and refine AI images/audio/video through natural conversation.
B 79 54 84 53 N/A 74 89 95
1653
freema
openclaw-mcp Claim 2
MCP server for [OpenClaw](https://github.com/openclaw/openclaw) AI assistant in…
B 79 55 75 68 76 80 100
1654
oksure
openalex-research-mcp Claim 1
MCP server for the OpenAlex API — search 240M+ scholarly works, analyze citatio…
B 79 55 70 100 N/A 56 81 82
1655
QuincyMillerDev
Ilograph Claim
Provides access to up-to-date Ilograph documentation and syntax validation capa…
B 79 55 92 55 68 81 99
1656
SebastianBaltes
Enables Claude Code to interact with Linux X11 desktops by performing mouse act…
B 79 55 78 91 N/A 27 95 89
1657
davidculver
CVE MCP Server Claim 1
Provides conversational access to a local CVE (Common Vulnerabilities and Expos…
B 79 55 90 91 N/A 45 95 60
1658
laf-rge
QuickBooks MCP Claim 1
Enables financial professionals to interact with QuickBooks Online using natura…
B 79 55 79 100 56 75 79
1659
Aboodtt404
mcp-menesesdk Claim
19-chain DeFi gateway for AI assistants for Menese Protocol
B 79 54 84 68 N/A 55 89 91
1660
nieperdragon
MCP Login Server Claim
Provides automated login functionality for localhost web applications using pre…
B 79 55 66 100 N/A 22 95 96
1661
ToKiDoO
Empowers AI agents to deeply understand and interact with Obsidian vaults throu…
B 79 54 90 63 N/A 50 91 93
1662
BloomFilter-Labs
bloomfilter Claim
Service that lets AI Agents search, register, and configure domains
B 79 54 72 73 N/A 75 77 100
1663
Ansvar-Systems
Costa Rican legislation via MCP — full-text search across statutes and provisio…
B 79 54 71 93 N/A 35 95 91
1664
everaldo
mcp-mistral-ocr Claim
OCR images or pdfs, locally or by URLs by using Mistral OCR API (paid)
B 79 55 90 68 51 80 100
1665
jschuller
ServiceNow MCP Server Claim 2
Connect Claude AI to ServiceNow with 19 tools and 5 resources for incidents, CM…
B 79 54 90 71 69 69 92
1666
aashari
mcp-server-aws-sso Claim
AWS Single Sign-On (SSO) integration enabling AI systems to securely interact w…
B 79 55 84 72 63 81 92
1667
ocadaruma
mcp-svstudio Claim 2
MCP server for Synthesizer V AI Vocal Studio, which allows LLMs to create/edit …
B 79 55 69 100 N/A 41 95 79
1668
cfdude
Mac Shell MCP Server Claim 2
An MCP server that allows secure execution of macOS terminal commands through C…
B 79 55 75 100 N/A 82 82 55
1669
Ecolash
𝗠𝗼𝗱𝗲𝗹 𝗖𝗼𝗻𝘁𝗲𝘅𝘁 𝗣𝗿𝗼𝘁𝗼𝗰𝗼𝗹 (𝗠𝗖𝗣) 𝗕𝗮𝘀𝗲𝗱 𝗖𝗟𝗜 𝗔𝗜 | 𝗧𝗼𝗼𝗹 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻 | 𝗚𝗲𝗺𝗶𝗻𝗶 𝟮.𝟬
B 79 54 96 72 N/A 36 82 97
1670
cloudwalk
hermes-mcp Claim
Elixir Model Context Protocol (MCP) SDK
B 79 54 74 68 N/A 66 90 99
1671
vladkarpman
screen-buffer-mcp Claim 1
An MCP server that enables high-speed Android screenshot capture with ~50ms lat…
B 79 54 75 58 N/A 78 91 99
1672
gesslar
FluffOS MCP Server Claim
Enables AI assistants to validate LPC code and examine compiled bytecode using …
B 79 54 78 56 N/A 69 95 100
1673
OctagonAI
octagon-mcp-server Claim 1
Octagon AI Agents to integrate private and public market data
B 79 55 88 71 59 80 89
1674
panbanda
omen Claim
Multi-language code analysis for complexity, debt, hotspots, ownership, and def…
B 79 54 90 31 N/A 85 94 99
1675
liliangshan
MCP MGit Server Claim
Enables executing mgit push operations to manage and synchronize multiple Git r…
B 79 54 100 70 N/A 22 95 89
1676
WebNaresh
Enables AI applications to interact with Instagram Business accounts through th…
B 79 55 84 68 57 81 99
1677
baidu-maps
mcp Claim
Baidu Map MCP Server
B 79 66 86 80 81 57 80 83
1678
n24q02m
mnemo-mcp Claim
Persistent AI memory with SQLite hybrid search (FTS5 + semantic). Built-in Qwen…
B 79 54 76 68 N/A 83 83 90
1679
oscargavin
Enables Claude to interact with Oscribble task projects through natural languag…
B 79 54 90 55 N/A 52 90 100
1680
magicyuan876
Tianshu MCP Server Claim
Enables AI assistants to process documents, images, audio, and video via MCP pr…
B 79 54 90 43 74 95 93
1681
LucasSiqueiraSurreco
Enables secure database interactions with MySQL, PostgreSQL, and SQLite through…
B 79 55 90 68 58 81 94
1682
intersystems-community
Enables AI-powered medical information retrieval through FHIR clinical document…
B 79 55 96 57 64 81 91
1683
narmaku
Linux MCP Server Claim 1
Enables read-only Linux system diagnostics and troubleshooting on local and rem…
B 79 55 84 74 52 82 98
1684
omd0
Enables processing and translating SRT subtitle files with intelligent conversa…
B 79 55 78 100 N/A 31 95 75
1685
tznthou
Simple Console MCP Claim 1
A minimal browser debugging MCP server that monitors Chrome Console logs and ex…
B 79 54 82 67 N/A 52 89 99
1686
peacockery-studio
Provides Claude with access to Microsoft SharePoint via the Microsoft Graph API…
B 79 55 100 61 52 78 93
1687
karl-andres
Enables AI assistants to control FL Studio through MIDI communication, providin…
B 79 55 68 82 N/A 45 95 99
1688
ryan-crabbe
Enables Claude to interact with physical iOS devices running Expo development b…
B 79 55 90 91 25 80 92
1689
aslamanver
Enables AI assistants to interact with Clockify time tracking API to manage tim…
B 79 55 82 72 54 80 100
1690
Contextable-me
@contextable/mcp Claim
A persistent AI memory server that enables storage and retrieval of context and…
B 79 55 94 65 57 82 91
1691
WhitneyDesignLabs
cnc-fluidnc-mcp Claim 1
An MCP server that enables Claude to control CNC routers running FluidNC firmwa…
B 79 44 69 N/A N/A 53 95 96
1692
easyshell-ai
easyshell Claim
Model Context Protocol server for EasyShell: manage hosts, execute scripts, orc…
B 79 54 76 68 N/A 65 95 92
1693
Brahim-Benzarti
Enables AI agents to interact with live Shopify stores through Admin and Storef…
B 79 55 90 72 61 80 88
1694
CarlLee1983
MCP Prompt Manager Claim
Git-driven MCP server that manages and provides prompt templates with Handlebar…
B 79 55 78 58 83 81 100
1695
TiagoDanin
Enables control of Android devices via ADB for automation and testing. Supports…
B 79 54 90 51 N/A 52 95 100
1696
vbiff
RendrKit Claim 1
Generate production-ready images from text prompts. AI-powered design API with …
B 79 55 84 72 59 82 92
1697
bnmbnmai
apollo-proxy Claim
26 AI tools: DeFi, OSINT, crypto, intel feeds, search, proxy. x402 micropayment…
B 79 54 84 72 50 95 87
1698
sjalq
Trello MCP Lite Claim
Enables interaction with Trello through direct API passthrough with multi-accou…
B 79 55 96 68 52 80 91
1699
noditlabs
Nodit MCP Server Claim
Connects AI agents and developers to structured blockchain data across multiple…
B 79 55 88 75 55 78 94
1700
kaliaboi
mcp-zotero Claim 2
A connector for LLMs to work with collections and sources on your Zotero Cloud
B 79 55 94 72 41 80 99
Showing 1651–1700 of 59785 servers
« Prev 1 32 33 34 35 36 1196 Next »