MCP Server Quality Scores

Independent quality analysis of 69052 public MCP servers

69052
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 6 hours, 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6551
danielrosehill
Manages installation and configuration of MCP servers across multiple clients (…
B 72 5⁄5 ◉ ⏳ 86 57 — 27 81 95
6552
junqing258
PlantUML MCP Server ⚡ Claim 1
Enables AI assistants to generate UML diagrams from text descriptions using Pla…
B 72 5⁄4 ◉ ⏳ 78 58 N/A 27 87 100
6553
uday210
Salesforce MCP Server ⚡ Claim 2
A Model Context Protocol server that enables interaction with Salesforce throug…
B 72 5⁄5 ◉ ⏳ 75 71 — 20 81 100
6554
RealDealCPA-VR
Automates comprehensive accounting workflows including bookkeeping, tax plannin…
B 72 5⁄4 ◉ ⏳ 80 55 N/A 21 95 96
6555
AgentOps-AI
AgentOps MCP ⚡ Claim 1
The AgentOps MCP server provides access to observability and tracing data for d…
B 72 5⁄5 ◉ ⏳ 78 68 — 28 80 95
6556
Text2Go
Helps refine AI-generated content to sound more natural and human-like. Built w…
B 72 5⁄5 ◉ ⏳ 94 52 — 41 81 82
6557
scoutapp
scout-mcp-local ⚡ Claim 1
An MCP server for Scout Monitoring data interactions.
B 72 5⁄4 ◉ ⏳ 69 43 N/A 67 83 100
6558
poposnail61
mcp ⚡ Claim 1
B 71 5⁄4 ◉ ⏳ 72 57 N/A 30 90 99
6559
liaoshengrong
Enables one-click deployment of static websites and HTML files to IPFS through …
B 71 5⁄4 ◉ ⏳ 74 58 N/A 46 87 85
6560
ctrlswing
Drip MCP Server ⚡ Claim 1
Enables interaction with Drip's email marketing platform through comprehensive …
B 71 5⁄5 ◉ ⏳ 72 73 — 23 80 93
6561
DemeoStep
Provides secure, read-only access to PostgreSQL databases for schema inspection…
B 71 5⁄5 ◉ ⏳ 78 61 — 23 81 100
6562
Oungseik
Enables AI models to load and inspect OpenAPI specifications, generate Hurl tes…
B 71 5⁄5 ◉ ⏳ 78 60 — 24 81 99
6563 B 71 5⁄4 ◉ ⏳ 66 48 N/A 55 92 94
6564
dynamicendpoints
Extract content from Microsoft Learn and GitHub URLs and store it in PocketBase…
B 71 5⁄5 ◉ ⏳ 72 100 N/A 26 95 46
6565
PraveenJoshua23
A Model Context Protocol server that connects to a payments company's developer…
B 71 5⁄4 ◉ ⏳ 69 61 N/A 26 92 99
6566
domdomegg
Shell Exec ⚡ Claim
Execute bash commands with background job support.
B 71 5⁄4 ◉ ⏳ 74 53 N/A 57 77 92
6567
vishalsachdev
Integrates with the Eventbrite API to provide AI-assisted event management capa…
B 71 5⁄5 ◉ ⏳ 72 67 — 51 80 83
6568
mansurjisan
GFS-Wave (WAVEWATCH III) forecasts and NDBC buoy wave observations
B 71 5⁄4 ◉ ⏳ 80 32 N/A 54 92 95
6569
tcsenpai
Transforms any documentation website (GitBook, Vercel docs, Next.js sites, etc.…
B 71 5⁄5 ◉ ⏳ 94 36 — 44 81 95
6570
SunflowersLwtech
mcp_creator_growth ⚡ Claim
Intelligent learning sidecar for AI coding assistants. Helps developers learn f…
B 71 5⁄4 ◉ ⏳ 60 57 N/A 60 92 85
6571
justmytwospence
inoreader-mcp ⚡ Claim 1
An MCP server for the Inoreader RSS reader API that allows users to triage arti…
B 71 5⁄5 ◉ ⏳ 45 100 — 30 81 90
6572
excelsier
Things MCP Server ⚡ Claim
Lets you use Claude Desktop to interact with your task management data in Thing…
B 71 5⁄4 ◉ ⏳ 96 33 N/A 33 95 85
6573
Clearner1
Task MCP ⚡ Claim
Enables AI assistants to manage Dida365 (滴答清单) tasks through the Model Context …
B 71 5⁄5 ◉ ⏳ 72 70 — 31 81 89
6574
ajitpratap0
GoSQLX Claim
7 SQL tools (validate, format, parse, lint, security scan, metadata extraction,…
B 71 6⁄6 ◉ ⏳ 60 35 72 92 84 96
6575
dorianglz
Bubble MCP Claim
Enables AI assistants to interact with Bubble.io applications through the Model…
B 71 5⁄5 ◉ ⏳ 72 66 — 32 81 98
6576
mark3labs
phalcon-mcp ⚡ Claim
phalcon-mcp
B 71 5⁄5 ◉ ⏳ 78 38 — 64 80 95
6577
cds-id
A ready-to-use starter implementation of the Model Context Protocol (MCP) serve…
B 71 5⁄5 ◉ ⏳ 68 70 — 26 81 100
6578
Alfex4936
kospell Claim
한글 MCP (글자 수 세기, 맞춤법 오류, 로만화) Korean lang mcp
B 71 5⁄4 ◉ ⏳ 56 57 N/A 52 95 95
6579
tokenizin
Fetch MCP Server ⚡ Claim 2
Provides functionality to fetch web content in various formats, including HTML,…
B 71 5⁄5 ◉ ⏳ 90 47 — 19 83 100
6580
GH05TCREW
Provides a bridge between large language models and the Metasploit Framework, e…
B 71 5⁄5 ◉ ⏳ 86 43 — 50 81 90
6581
davidsimoes
digisign-mcp Claim 1
MCP server for DigiSign.cz digital signature API — create, send, and manage dig…
B 71 5⁄5 ◉ ⏳ 57 72 — 51 80 95
6582
akalaric
MCP_WolframAlpha ⚡ Claim
MCP\_WolframAlpha
B 71 5⁄5 ◉ ⏳ 72 50 — 57 81 97
6583
IvanRublev
keyphrases-mcp ⚡ Claim 1
An MCP server to extract keyphrases from a text with the BERT model
B 71 5⁄4 ◉ ⏳ 53 63 N/A 56 95 91
6584
dcSpark
MCP Crypto Wallet EVM ⚡ Claim 1
Provides Claude with access to Ethereum and EVM-compatible blockchain operation…
B 71 5⁄5 ◉ ⏳ 78 91 — 47 71 57
6585
sragss
A real-time flight tracking interface for LLMs that connects AI assistants to l…
B 71 5⁄5 ◉ ⏳ 72 75 — 18 80 98
6586
signal-slot
mcp-remotetouch ⚡ Claim 1
An MCP server for remotely controlling touchscreens on Linux devices over SSH u…
B 71 5⁄5 ◉ ⏳ 45 70 — 72 80 95
6587
martijndormans
An MCP server for the GitLab API that enables comprehensive project management,…
B 71 5⁄5 ◉ ⏳ 63 71 — 43 81 93
6588
fredriksknese
mcp-ninjaone ⚡ Claim 2
An MCP server that connects AI assistants to the NinjaOne remote monitoring and…
B 71 5⁄5 ◉ ⏳ 73 68 — 38 80 89
6589
dyneth02
Full-stack air quality analytics platform built with FastAPI, React, and MySQL.…
B 71 5⁄4 ◉ ⏳ 66 67 N/A 27 95 91
6590
mcp-for-dev
A Model Context Protocol server that provides web search capabilities using Goo…
B 71 5⁄5 ◉ ⏳ 63 68 — 37 81 100
6591
Cicatriiz
Enables AI assistants to access the Consumer Rights Wiki, providing tools to se…
B 71 5⁄5 ◉ ⏳ 86 91 N/A 24 95 40
6592
pasie15
Provides AI-powered audio generation and processing through the MusicGPT API, e…
B 71 5⁄5 ◉ ⏳ 90 40 — 50 81 89
6593
reflex-dev
MCP Docs Server ⚡ Claim 1
Makes local markdown documentation files automatically available to AI assistan…
B 71 5⁄4 ◉ ⏳ 78 37 N/A 44 92 100
6594
hiromima
lovable-mcp-server ⚡ Claim 1
An MCP server for real-time analysis of Lovable-generated projects, enabling Cl…
B 71 5⁄4 ◉ ⏳ 94 25 N/A 43 90 96
6595
mpreziuso
MCP Atlas ⚡ Claim 1
An MCP server that enables AI assistants to manage database migrations and vali…
B 71 5⁄5 ◉ ⏳ 71 91 N/A 49 95 35
6596
getlokiui
Components Build MCP ⚡ Claim 1
Provides AI assistants with tools to grade, generate, and validate UI component…
B 71 5⁄5 ◉ ⏳ 90 36 — 49 82 95
6597
Elkhn
A Streamlit-based chat app for LLMs with plug-and-play tool support via Model C…
B 71 5⁄4 ◉ ⏳ 84 41 N/A 27 95 99
6598
Verblaze
Connects AI tools to Verblaze localization projects, enabling management of tra…
B 71 5⁄5 ◉ ⏳ 72 71 — 23 82 95
6599
Zwe1
Enables AI coding tools like Cursor to access Figma design files and metadata, …
B 71 5⁄5 ◉ ⏳ 66 70 — 44 81 89
6600
tpavelek
MCP-Hub-MCP Server ⚡ Claim
A hub server that connects to and manages other MCP servers, allowing users to …
B 71 5⁄5 ◉ ⏳ 66 100 — 49 81 47
Showing 6551–6600 of 69052 servers
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