MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1601
SampsonKY
sl-test Claim
sl-test
B 80 54 90 61 N/A 54 95 92
1602
rog0x
json Claim
JSON/YAML/CSV validate, diff, transform for AI agents
B 80 44 72 N/A N/A 55 95 95
1603
visaacceptance
The Visa Acceptance Model Context Protocol server allows you to integrate with …
B 80 55 96 70 46 81 95
1604
UI5
mcp-server Claim 2
MCP server for SAPUI5/OpenUI5 development
B 80 55 51 100 N/A 84 95 75
1605
vanderheijden86
Moneybird MCP Server - AI-powered bookkeeping
B 80 54 92 68 N/A 59 88 87
1606
LLMTooling
MDX MCP Server Claim
Enables LLMs to read, search, convert, and extract metadata from MDX files, pro…
B 80 54 90 67 N/A 35 94 100
1607
vellaveto
vellaveto Claim
Agent Interaction Firewall for AI tool calls. Runtime security for MCP and func…
B 80 54 96 40 N/A 72 94 96
1608
egulatee
codecov Claim 2
MCP server for querying Codecov coverage data with configurable URL support
B 80 54 79 71 N/A 77 83 93
1609
ArchAI-Labs
A Model Context Protocol (MCP) server that provides a set of tools for retrievi…
B 80 54 72 76 N/A 59 90 100
1610
rog0x
string Claim
String analyzer, diff, templates for AI agents
B 79 44 76 N/A N/A 40 95 98
1611
juyoung-won
figma-context-mcp Claim
B 79 54 78 72 N/A 63 90 87
1612
sidearmDRM
sidearm Claim
Protect media from AI training, detect AI-generated content, and find stolen wo…
B 79 54 76 71 N/A 73 83 95
1613
PaulBratslavsky
Strapi Content MCP Claim
Enables AI assistants to interact directly with Strapi v5 CMS content through f…
B 79 55 84 75 58 82 92
1614
fiscaltec
Provides access to Vitally customer success platform data, enabling users to se…
B 79 55 84 66 62 80 100
1615
AnEntrypoint
MCP-REPL Claim 1
A secure JavaScript REPL server that enables executing code snippets in a sandb…
B 79 55 92 100 N/A 56 95 37
1616
chatmcp
mcp-server-flomo Claim 1
Write notes to Flomo
B 79 54 86 65 N/A 45 90 100
1617
storacha
Enables AI applications to interact with decentralized storage through a standa…
B 79 55 84 72 56 82 96
1618
boguan
A CLI tool for quickly scaffolding Model Context Protocol (MCP) server applicat…
B 79 54 84 66 N/A 46 90 100
1619
fawdyinc
shellguard Claim
MCP server that gives LLM agents read-only shell access over SSH
B 79 54 76 58 N/A 73 95 97
1620
cordlesssteve
Webby MCP Server Claim 1
Provides comprehensive website validation across performance, accessibility, SE…
B 79 55 94 61 63 80 91
1621
levelsofself
ai-ops Claim
AI operations management: 12 specialized agents, task dispatch, and team coordi…
B 79 54 90 63 N/A 50 90 93
1622
houtini-ai
Search Google's Knowledge Graph for structured information about real-world ent…
B 79 54 94 56 N/A 62 83 94
1623
intersystems-community
Enables AI-powered medical information retrieval through FHIR clinical document…
B 79 55 96 57 64 81 91
1624
lukeburciu
Enables users to generate professional AWS architecture diagrams, sequence diag…
B 79 55 72 100 46 81 90
1625
enisze
Reddit MCP Server Claim
Enables read-only access to Reddit for searching posts within specific subreddi…
B 79 55 84 73 58 81 94
1626
pijusz
mcp-sanity-images Claim 1
MCP server for uploading local images to Sanity CMS
B 79 44 57 N/A N/A 73 95 97
1627
CorporateSmalltalkConsultingLtd
ClaudeSmalltalk Claim 1
MCP server for AI interaction with live Smalltalk images
B 79 54 75 67 N/A 74 90 90
1628
ChanMeng666
Google News integration with automatic topic categorization, multi-language sup…
B 79 55 94 68 57 80 91
1629
itiliti
autotask-mcp Claim 1
B 79 54 84 73 N/A 41 95 91
1630
typing233
edu_video_gen Claim
edu_video_gen
B 79 66 84 86 76 58 81 83
1631
vimo-ai
Memex Claim
Enables searching and retrieving Claude Code conversation history that would ot…
B 79 54 100 37 N/A 66 95 93
1632
amrsa1
Swagger MCP Server Claim
MCP server that provides tools for exploring and testing APIs through Swagger/O…
B 79 55 96 63 64 76 91
1633
Martinqi826
dida-mcp Claim
[Dida365](https://dida365.com/) (TickTick China) MCP server for AI-powered task…
B 79 55 84 70 60 81 98
1634
wyre-technology
rocketcyber-mcp Claim 1
An MCP server for the RocketCyber Managed SOC platform that provides read-only …
B 79 55 79 65 77 81 97
1635
Kargatharaakash
Stitch MCP Claim
A universal MCP server for Google Stitch that enables AI-powered UI/UX design g…
B 79 55 88 68 52 81 98
1636
Medsaad
MySQL Navigator MCP
B 79 54 88 75 N/A 34 90 93
1637
dhofheinz
MCP ComfyUI Flux Claim 1
Enables AI image generation using FLUX models through ComfyUI with GPU accelera…
B 79 54 84 62 N/A 60 90 94
1638
oscargavin
Enables Claude to interact with Oscribble task projects through natural languag…
B 79 54 90 55 N/A 52 90 100
1639
nickytonline
Enables car customization and racing through natural language by building dream…
B 79 55 80 75 56 81 100
1640
mcp-servers-for-revit
Revit MCP Claim
Allows AI to interact with Autodesk Revit via the MCP protocol, enabling retrie…
B 79 55 74 100 58 80 77
1641
stat-guy
Enhances AI model capabilities with structured, retrieval-augmented thinking pr…
B 79 55 90 100 N/A 43 95 52
1642
arunsanna
AWS Sage Claim 2
A unified MCP server for AWS that enables natural language infrastructure manag…
B 79 55 84 82 68 81 76
1643
ToKiDoO
Empowers AI agents to deeply understand and interact with Obsidian vaults throu…
B 79 54 90 63 N/A 50 91 93
1644
eddywebs
Enables AI copilots to understand and query Salesforce org configurations throu…
B 79 55 96 72 33 81 99
1645
t09tanaka
Provides compiler-grade TypeScript symbol renaming and file/directory move plan…
B 79 55 90 100 N/A 50 95 46
1646
danielsimonjr
Enables instant file and folder searching on Windows using Everything's blazing…
B 79 54 94 52 N/A 56 90 96
1647
null-runner
Chrome MCP Docker Claim
Enables AI coding assistants to control a persistent Chrome browser through Dev…
B 79 55 90 78 51 81 85
1648
aliyun
MCP server for RDS Services via OPENAPI.
B 79 55 65 82 N/A 67 90 90
1649
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
1650
CryptoAPIs-io
MCP server for building unsigned transactions on multiple blockchains via Crypt…
B 79 64 81 76 94 37 83 89
Showing 1601–1650 of 30006 servers
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