MCP Server Quality Scores

Independent quality analysis of 58579 public MCP servers

58579
Discovered
29865
Scored
2112
Verified
16953
Complete

Last updated 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16701
dsfaccini
Siigo MCP Server Claim 1
Unofficial MCP server for Siigo Colombian electronic invoicing software that en…
F 25 55 78 35 47 77 88
16702
obaid
Integrates with Claude and Cursor using the Model Context Protocol to generate …
F 25 66 78 71 0 21 80 95
16703
TripQi
Fast Context MCP Claim 2 3
Enables AI-driven semantic code search using Windsurf's reverse-engineered SWE-…
F 25 54 86 71 N/A 50 88 94
16704
makenotion
Notion MCP Server Claim 1 4
An MCP server that enables AI assistants to interact with the Notion API, allow…
F 25 55 77 67 81 80 34
16705
Mithgroth
FakeStore MCP Claim 1 3
A Model Context Protocol server that enables AI assistants to interact with a c…
F 25 66 81 60 97 26 80 100
16706
nefino
Nefino MCP Server Claim 1 2
Provides large language models with access to news and information about renewa…
F 25 55 84 66 41 80 91
16707
clssck
Dataiku MCP Claim 1 2
MCP server for Dataiku DSS project, flow, and operations APIs.
F 25 54 65 68 N/A 86 77 86
16708
protagolabs
Enables secure cloud-based execution of code across 14+ programming languages w…
F 25 55 72 75 39 78 86
16709
lakyia
MCP Demo Claim 1
A FastMCP-based server providing tools for weather queries, random number gener…
F 25 55 50 25 25 80 96
16710
testusercar
habitify-mcp-server Claim 1
F 25 54 62 67 N/A 53 87 82
16711
eesb99
Provides read-only access to Microsoft 365 services including SharePoint, OneDr…
F 25 55 94 56 45 76 91
16712
mumez
Pharo Smalltalk integration enabling code evaluation, class/method introspectio…
F 25 54 78 56 N/A 55 87 98
16713
Ivlad003
New Relic MCP Server Claim 2 3
A Model Context Protocol server that enables Large Language Models like Claude …
F 25 55 33 37 26 71 91
16714
koreafintech
Real-time Korean cryptocurrency data via Upbit exchange — kimchi premium, live …
F 25 66 84 10 0 43 80 54
16715
Azhar-obenan
Obenan MCP Server Claim 2
A simple note storage and management system that allows users to add, access, a…
F 25 54 78 66 N/A 21 88 91
16716
rivradev
recite-mcp Claim 1
MCP server for the Recite API, enabling receipt scanning, transaction managemen…
F 25 55 72 82 N/A 52 84 21
16717
sib-swiss
sparql-llm Claim 1
🦜✨ Chat system, MCP server, and reusable components to improve LLMs capabilitie…
F 25 54 72 67 N/A 82 90 91 JU
16718
ber4444
Provides a tool to fetch real-time cryptocurrency prices from the Binance API a…
F 25 55 60 56 32 80 63
16719
mingzilla
PI API MCP Server Claim 1 2
A Model Context Protocol server that enables Claude and other MCP-compatible AI…
F 25 55 69 68 61 80 95
16720
ctaylor86
Enables asynchronous transcription of long audio and video files using Deepgram…
F 25 55 78 71 29 82 94
16721
wanzunz
A server that allows you to explore the GitHub GraphQL schema and execute Graph…
F 25 55 72 37 22 76 89
16722
chirag127
Provide enhanced problem-solving capabilities by leveraging systematic thinking…
F 25 55 78 82 N/A 31 90 39
16723
xiaobenyang-com
Logo-Analyze Claim 2 3
An MCP server for intelligent logo extraction and processing, supporting automa…
F 25 66 57 66 0 50 74 12
16724
elliotllliu
AgentShield Claim 1 2
Full-stack security for AI agents — static analysis + MCP runtime interception.…
F 25 55 90 35 77 67 83
16725
fonkychen
nature-vision-mcp Claim 1 2
Identifies biological species, returning Latin names with confidence scores.
F 25 54 80 70 N/A 31 90 91
16726
Akrasia0
An MCP server that provides access to Stern, a philosophical AI mentor combinin…
F 25 55 57 63 20 76 83
16727
mkotsollaris
Model Context Protocol server that enables AI assistants to perform keyword res…
F 25 54 92 61 N/A 43 90 91
16728
DeepSpringAI
Parquet MCP Server Claim 2
A Model Control Protocol server that provides web search capabilities and simil…
F 25 55 84 66 23 74 87
16729
hibukki
Enables LLMs to control a Minecraft bot through the Mineflayer API, allowing fo…
F 25 54 60 61 N/A 62 87 93
16730
NISHU8875
HR Assistant Agent Claim 2
An MCP-powered HR management system that automates employee onboarding, leave t…
F 25 55 64 20 28 74 93
16731
Anirbandz
Chrome DevTools MCP Claim 1
Enables AI coding assistants to control and inspect a live Chrome browser for a…
F 25 54 72 25 N/A 71 90 97
16732
ertiqah
LinkedIn MCP Assistant
F 25 54 68 48 N/A 60 87 68
16733
ratatatat1
PingCode MCP Server Claim 2 3
Enables AI assistants to query and manage PingCode project management data, inc…
F 25 54 72 66 N/A 27 90 91
16734
sevalla-hosting
mcp Claim 1
Manage your entire Sevalla cloud infrastructure from AI agents. Hosted remote s…
F 25 55 90 10 74 70 89
16735
tanwenxin
126 Email MCP Server Claim 1
Enables sending emails through 126 mailbox SMTP service with support for plain …
F 25 55 48 60 26 80 96
16736
hygao1024
An MCP server implementation that enables calling iFlytek workflows through the…
F 25 55 69 63 41 76 88
16737
sadiuysal
mem0 MCP Server Claim 1 2
A TypeScript implementation of the Model Context Protocol server that enables c…
F 25 55 96 68 28 78 78
16738
toan203
osv-ui Claim 1
Visual CVE audit dashboard for npm, Python, Go, and Rust. Scan from Claude/Curs…
F 25 54 90 0 N/A 57 82 95
16739
easingthemes
moltbook-mcp Claim 1 2
Moltbook MCP server: post, comment, upvote, DMs, communities. API key auth.
F 25 55 78 82 N/A 64 77 90
16740
siendomiguel
MCP Webhook Server Claim 1 2
An MCP server that enables sending data to webhooks via HTTP POST for both loca…
F 25 55 27 33 25 80 88
16741
mardraze
Jobs MCP Server Claim 1
A Node.js and TypeScript server that enables searching for job listings and acc…
F 25 54 72 26 N/A 30 89 91
16742
dynatrace-oss
dynatrace-mcp Claim 2
Leverage AI-driven observability, security, and automation to analyze anomalies…
F 25 55 86 70 98 77 82
16743
tamago-labs
KAIA-MCP Server Claim 1
Enables AI agents to interact with DeFi protocols on the KAIA blockchain, inclu…
F 25 55 88 73 45 76 92
16744
hablapro
Connects Google Search Console with Claude AI to analyze SEO data through natur…
F 25 55 100 73 33 82 98
16745
15538420886
EdgeOne Pages MCP Claim 1
Enables the deployment of HTML content, folders, and full-stack projects to Edg…
F 25 66 66 66 0 55 76 95
16746
Dishant27
linkedin-mcp-server Claim 1 2
Enables LLMs to search for LinkedIn profiles and retrieve detailed profile info…
F 25 54 54 62 59 89 93
16747
devalexandre
A tool that enables automated browser control using Pyppeteer within the MCP fr…
F 25 55 60 28 37 74 97
16748
Sunwood-ai-labs
Luma MCP Server Claim 1 3
A server that provides Luma AI's video generation API as the Model Context Prot…
F 25 55 72 72 20 80 100
16749
yashdhokane
Enables AI assistants to access real-time weather data by city and manage HR op…
F 25 55 86 82 27 80 29
16750
signbee
signbee-mcp Claim 1
Document signing for AI agents. Send markdown or PDF for two-party e-signing wi…
F 25 55 66 70 37 78 91
Showing 16701–16750 of 58579 servers
« Prev 1 333 334 335 336 337 1172 Next »