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
7251
el95149
Enables AI assistants to search for files and content across the file system us…
B 71 54 76 58 N/A 49 95 68
7252
Uninen
DevServer MCP Claim 1
An MCP server that enables programmatic management and monitoring of developmen…
B 71 55 57 52 73 82 96
7253
kemalersin
fonparam-mcp Claim 1
MCP server for FonParam API - Turkish mutual funds data
B 71 55 63 100 N/A 48 95 37
7254
viraatdas
Enables reading, searching, and sending iMessages on macOS by accessing the loc…
B 71 44 54 N/A N/A 30 95 99
7255
SlanyCukr
Enables AI agents to generate and manage specialized bug bounty hunting workflo…
B 71 55 90 58 29 81 84
7256
refgrow
mcp Claim
Model Context Protocol server for Refgrow affiliate program management API
B 71 54 60 72 N/A 35 84 96
7257
devbrother2024
Send personalized greetings in your preferred language, perform quick calculati…
B 71 55 66 72 N/A 29 81 98
7258
hj1003862396
draw-flow-mcp-server Claim 1
MCP server for Next AI Draw.io - AI-powered diagram generation with real-time b…
B 71 54 57 71 N/A 36 90 94
7259
michaeljiangmingfeng-debug
quanttogo-mcp-servers Claim 1
MCP servers for quantitative trading: live trading signals, market data, NAV hi…
B 70 55 72 100 49 81 38
7260
ZH1754629545
A Model Context Protocol server that enables AI assistants to interact with Tic…
B 70 55 71 66 26 81 96
7261
banant2
foglift-mcp Claim 1
MCP server for website SEO + GEO analysis. Scan any URL to get scores across 5 …
B 70 55 79 31 70 78 95
7262
jiushan-test
Markmap MCP Server Claim
Enables conversion of plain text descriptions and Markdown content into interac…
B 70 55 60 60 55 81 93
7263
nobelk
random-number-server Claim 1
An MCP server that generates random numbers by using national weather data as e…
B 70 55 69 47 54 81 100
7264
markpitt
FreeAgent MCP Server Claim 1
A Claude MCP server that allows Claude to interact with your FreeAgent account …
B 70 55 78 58 35 81 91
7265
theYahia
voximplant-mcp Claim 2
MCP server for Voximplant API — call history, users, SMS. 3 tools.
B 70 44 51 N/A N/A 58 95 76
7266
cbunting99
Provides comprehensive code analysis through three MCP servers: static analysis…
B 70 55 78 51 50 80 89
7267
cppmyjob
Provides structured task planning and tracking capabilities with 40 tools for m…
B 70 55 54 82 N/A 32 95 78
7268
LGDiMaggio
MCP server for Motor Current Signature Analysis — fault detection in electric m…
B 70 54 75 25 N/A 71 95 90
7269
fnf-deepHeading
Provides secure, read-only access to Snowflake databases through the Model Cont…
B 70 55 76 40 57 81 94
7270
nckhemanth0
MCP server for intelligent subscription management with Gmail + MySQL integrati…
B 70 55 63 53 56 81 98
7271
akramIOT
MCP_AI_SOC_Sher Claim
MCP Server to do dynamic AI SOC Security Threat analysis for a Text2SQL AI Ag…
B 70 55 78 66 39 74 87
7272
lamemind
A utility toolkit that enhances Claude's code interaction capabilities by provi…
B 70 54 68 62 N/A 16 95 98
7273
QuartzUnit
MarkGrab Claim
Universal web content extraction — any URL to LLM-ready markdown. HTML, YouTube…
B 70 54 72 36 N/A 61 92 92
7274
yhsung
An MCP server that provides shell command execution and OpenAI Whisper transcri…
B 70 54 71 53 N/A 34 95 90
7275
RWAValueRouter
A Model Context Protocol server that enables AI agents to bridge USDC across mu…
B 70 54 63 62 N/A 24 95 98
7276
x8yuv
Weather MCP Server Claim
Provides weather forecasts and alerts for US locations using the National Weath…
B 70 55 84 100 28 81 35
7277
bobtista
Enables AI agents to interact with the Honeybadger error monitoring service to …
B 70 55 66 62 47 82 92
7278
WeiWeicode
Node.js MCP Server Claim
A comprehensive MCP server that enables file operations, mathematical calculati…
B 70 54 68 61 N/A 24 95 94
7279
varunreddy
SkillMesh Claim
SkillMesh is a retrieval router for MCP/LLM tool catalogs. It selects top-K rel…
B 70 54 72 42 59 92 85
7280
BreezeWind889988
A demonstration Model Context Protocol server that provides a configurable 'Hel…
B 70 55 72 66 22 84 95
7281
ilidaniys
Jira MCP Server Claim 1
Enables MCP clients to interact with Jira for managing tasks, including fetchin…
B 70 55 78 65 24 78 93
7282
tatumio
blockchain-mcp Claim 2
MCP server for Blockchain Data. It provides access to Tatum's blockchain API ac…
B 70 55 63 66 44 80 92
7283
ranit532
MCP Server POC Claim 1
A proof-of-concept MCP server demonstrating various capabilities including math…
B 70 55 78 57 43 71 94
7284
ampcome-mcps
Trello MCP Server Claim
Enables Claude to interact with Trello boards, lists, cards, comments, and atta…
B 70 55 72 63 23 80 100
7285
bigjeager
Bear App MCP Server Claim 1
A Model Context Protocol server that integrates with Bear App, enabling AI assi…
B 70 54 71 61 N/A 21 95 91
7286
demomagic
Provides comprehensive integration with the Maiga API for cryptocurrency analys…
B 70 55 66 67 35 83 94
7287
entire-vc
evc-team-relay-mcp Claim
Give AI agents read/write access to your Obsidian vault via MCP
B 70 54 66 40 N/A 68 87 95
7288
tejedamiguel6
Contentful MCP Server Claim 1
A Model Context Protocol server that enables Claude to interact directly with C…
B 70 55 59 65 40 81 100
7289
voidbox-ai
RhinoCommon MCP Claim
Enables Claude to access Rhino 8 RhinoCommon API documentation for accurate cod…
B 70 55 80 53 41 81 89
7290
Tairon-ai
Enables AI assistants to interact with the Plasma Network blockchain testnet, s…
B 70 55 66 61 44 80 98
7291
vrtornisiello
mcp-camara Claim 1
An MCP server that provides access to the Brazilian Chamber of Deputies open da…
B 70 55 63 57 47 83 98
7292
630156145
A JavaScript ES Modules server that provides weather information including aler…
B 70 55 68 72 43 80 80
7293
Fast-Transients
Lodgify MCP Server Claim
Enables interaction with the Lodgify vacation rental API to manage properties, …
B 70 55 72 43 60 81 96
7294
marcoeg
mcp-bauplan Claim 1
A minimalist MCP server for interacting with Bauplan data tables and executing …
B 70 55 84 41 41 80 99
7295
RealDealCPA-VR
Streamline client management, compliance deadlines, and core bookkeeping for yo…
B 70 54 80 53 N/A 21 90 95
7296
bermingham85
Enables browser automation and AI-driven workflows through Puppeteer integratio…
B 70 55 96 48 30 74 87
7297
fjing1
Enables AI-powered natural language stock market queries with real-time data fr…
B 70 55 86 51 19 81 99
7298
makaveli006
A production-ready MCP server that enables users to interact with PostgreSQL da…
B 70 55 60 71 47 81 87
7299
c3budiman
MCP Ping Server Claim 1
Provides a ping tool to check connectivity and measure latency to any hostname …
B 70 55 74 57 39 76 100
7300
tsutushi0628
wasurenagusa-mcp Claim 1
An MCP server that provides persistent memory for AI assistants by automaticall…
B 70 54 71 53 N/A 50 95 79
Showing 7251–7300 of 30006 servers
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