MCP Server Quality Scores

Independent quality analysis of 69052 public MCP servers

69052
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 8 hours, 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6801
google-gemini
gemini-cli Claim
An open-source AI agent that brings the power of Gemini directly into your term…
B 71 5⁄4 ◉ ⏳ 96 25 N/A 88 95 51
6802
XInTheDark
Fetch MCP Server ⚡ Claim
Enables LLMs to retrieve and process web content by fetching URLs and convertin…
B 71 5⁄5 ◉ ⏳ 72 100 — 39 81 48
6803
lordbasilaiassistant-sudo
MCP server to scan smart contracts on Base for honeypots, rug pulls, and vulner…
B 71 5⁄5 ◉ ⏳ 72 100 N/A 34 95 40
6804
byjit
A Model Context Protocol server that enables remote connections with GitHub aut…
B 71 5⁄4 ◉ ⏳ 53 67 N/A 43 95 94
6805
dinesh-nalla-se
playwright-mcp ⚡ Claim 1
Playwright Tools for MCP
B 71 5⁄5 ◉ ⏳ 62 100 N/A 54 83 46
6806
rafliruslan
TickTick MCP Server ⚡ Claim 2
A Model Context Protocol server that integrates with TickTick task management s…
B 71 5⁄5 ◉ ⏳ 71 58 — 40 82 98
6807
PhialsBasement
Enables browser automation for LLMs on Linux display servers, supporting web in…
B 71 5⁄4 ◉ ⏳ 86 55 N/A 23 80 99
6808
saturngod
A server that connects to The Movie Database API, enabling clients to fetch pop…
B 71 5⁄4 ◉ ⏳ 86 38 N/A 28 95 97
6809
mattreya
Playwright MCP ⚡ Claim 1
Enables LLMs to perform browser automation and web page interactions using Play…
B 71 5⁄5 ◉ ⏳ 62 100 — 52 81 52
6810
ngothienan
Katana MCP Server ⚡ Claim
Integrates ProjectDiscovery's Katana web crawler with Claude Desktop, enabling …
B 71 5⁄4 ◉ ⏳ 72 53 N/A 42 90 91
6811
yoavniran
cloudinary-mcp-server ⚡ Claim 1
A Model Context Protocol server that exposes Cloudinary Upload & Admin API meth…
B 71 5⁄5 ◉ ⏳ 57 72 — 49 81 96
6812
enemyrr
MCP Server Pagespeed ⚡ Claim 2
Enables AI models to analyze webpage performance using the Google PageSpeed Ins…
B 71 5⁄5 ◉ ⏳ 78 53 — 37 82 100
6813
mansurjisan
GFS-Wave (WAVEWATCH III) forecasts and NDBC buoy wave observations
B 71 5⁄4 ◉ ⏳ 80 32 N/A 54 92 95
6814
hackdonalds
JIRA MCP Server ⚡ Claim
Provides tools for AI assistants to interact with JIRA APIs, enabling them to r…
B 71 5⁄5 ◉ ⏳ 80 100 N/A 16 95 43
6815
streetquant
Jules MCP Server ⚡ Claim 1
Exposes Google Jules AI capabilities for automated coding tasks, including sess…
B 71 5⁄5 ◉ ⏳ 78 68 — 29 76 95
6816
dsouza-anush
Enables interaction with Zendesk Support for managing tickets, comments, and fi…
B 71 5⁄5 ◉ ⏳ 86 62 — 22 78 95
6817
jeena-9595
A template project for quickly building Model Context Protocol (MCP) servers us…
B 71 5⁄4 ◉ ⏳ 94 62 N/A 32 90 59
6818
horodchukanton
GitLab MCP Server ⚡ Claim
Enables monitoring of GitLab CI/CD pipelines and job statuses through automatic…
B 71 5⁄5 ◉ ⏳ 78 66 — 27 80 92
6819
johnzfitch
pyghidra-lite ⚡ Claim 1
Token-efficient MCP server for Ghidra-based reverse engineering. Analyze ELF, M…
B 71 5⁄4 ◉ ⏳ 66 31 — 88 89 91
6820
datdeboer
A production-ready MCP server that enables safe, read-only SQL SELECT queries a…
B 71 5⁄5 ◉ ⏳ 78 61 — 27 81 96
6821
meimingqi222
Enables LLM agents to perform CRUD operations across multiple databases includi…
B 71 5⁄5 ◉ ⏳ 72 100 — 27 81 58
6822
nimishgautam
Basic MCP ⚡ Claim
A simple MCP server built with FastMCP for experimentation and learning purpose…
B 71 5⁄4 ◉ ⏳ 62 60 N/A 36 90 100
6823
EmilLindfors
mcp Claim 1
A crate for making MCP (Model Context Protocol) compatible programs with rust
B 71 5⁄4 ◉ ⏳ 72 68 N/A 24 90 89
6824
FRESHSK
MCP Outlook Server ⚡ Claim
Enables AI agents to interact with Microsoft Outlook via the Microsoft Graph AP…
B 71 5⁄5 ◉ ⏳ 66 70 — 30 81 100
6825
mcp-for-dev
A Model Context Protocol server that provides web search capabilities using Goo…
B 71 5⁄5 ◉ ⏳ 63 68 — 37 81 100
6826
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
6827
yorrickjansen
Strava MCP Server ⚡ Claim 1
A Model Context Protocol server that enables users to access Strava fitness dat…
B 71 5⁄4 ◉ ⏳ 53 68 N/A 49 90 93
6828
AlanTaranti
Enables AI assistants to search Slack messages and channels using the Slack Web…
B 71 5⁄5 ◉ ⏳ 84 60 — 32 81 87
6829
hamid-vakilzadeh
XBRL-US MCP Server ⚡ Claim
Provides secure access to XBRL-US financial data with session-based authenticat…
B 71 5⁄5 ◉ ⏳ 72 71 — 28 81 92
6830
fredriksknese
Provides AI assistants with unified access to on-prem Active Directory via LDAP…
B 71 5⁄5 ◉ ⏳ 76 62 — 38 78 92
6831
leonardogilrodriguez
MCP TMDB Claim
An implementation of the Model Context Protocol that provides tools to interact…
B 71 5⁄5 ◉ ⏳ 72 57 — 45 82 95
6832
gmacev
An MCP server that extends AI agents' context window by providing tools to stor…
B 71 5⁄5 ◉ ⏳ 63 71 — 44 81 92
6833
yup-21
Crash MCP Server ⚡ Claim
Enables AI assistants to analyze Linux system crash dumps by automatically disc…
B 71 5⁄5 ◉ ⏳ 48 82 N/A 47 95 81
6834
mleoca
ucn ⚡ Claim
Code intelligence for AI agents. Extract, trace, and analyze code without readi…
B 71 5⁄4 ◉ ⏳ 86 33 N/A 50 92 91
6835
jimbuck
Provides access to the Open Brewery DB API, allowing AI assistants to search fo…
B 71 5⁄5 ◉ ⏳ 68 100 — 49 81 46
6836
bhubbb
Fetches web pages and converts them to clean, readable markdown format by extra…
B 71 5⁄5 ◉ ⏳ 78 100 — 18 81 57
6837
Lufeezhang
A minimal FastAPI-based MCP server that provides a tool for calculating Body Ma…
B 71 5⁄5 ◉ ⏳ 78 70 — 16 83 92
6838
BACH-AI-Tools
MCP Google Maps ⚡ Claim
Provides access to Google Maps API functionality including places search, geoco…
B 71 5⁄5 ◉ ⏳ 78 62 — 32 81 93
6839
lumberjack-so
JoeMCP ⚡ Claim
Connects AI assistants to JoeAPI construction management system, enabling manag…
B 71 5⁄5 ◉ ⏳ 82 100 — 28 81 43
6840
vparlapalli490
An implementation that enables Claude to connect to ServiceNow instances, allow…
B 71 5⁄5 ◉ ⏳ 84 58 — 49 76 81
6841
businessarchi
N8N MCP Server ⚡ Claim 1
Enables management of multiple N8N workflow automation instances through MCP. S…
B 71 5⁄5 ◉ ⏳ 78 62 — 27 80 99
6842
BerdTan
MCP Learning Project ⚡ Claim 1
A comprehensive learning platform for Model Context Protocol development that t…
B 71 5⁄4 ◉ ⏳ 78 56 N/A 18 90 100
6843
Zaptimist
Enables AI assistants to execute commands on a Proxmox host via SSH with built-…
B 71 5⁄5 ◉ ⏳ 78 91 N/A 31 90 46
6844
NightTrek
Moondream MCP Server ⚡ Claim 2
A powerful server that integrates the Moondream vision model to enable advanced…
B 71 5⁄4 ◉ ⏳ 78 55 N/A 40 84 92
6845
bivex
Analyzes software licenses using Scancode data to help users identify problemat…
B 71 5⁄4 ◉ ⏳ 84 56 N/A 33 87 85
6846
alex-llm
Query and retrieve information about various adversarial tactics and techniques…
B 71 5⁄4 ◉ ⏳ 94 36 N/A 21 94 95
6847
Rohitkumar0056
A web application for securely managing GitHub tokens and providing centralized…
B 71 5⁄5 ◉ ⏳ 96 71 — 21 81 69
6848
hd-deman
Enables interaction with Helm charts on ArtifactHub by providing tools to retri…
B 71 5⁄4 ◉ ⏳ 60 58 N/A 56 90 94
6849
tejas-borate-wai
Provides real-time access to Material-UI component documentation, enabling user…
B 71 5⁄5 ◉ ⏳ 78 91 — 29 81 61
6850
victormasson21
Gmail MCP Server ⚡ Claim
Enables AI assistants to read unread Gmail messages and compose draft replies w…
B 71 5⁄5 ◉ ⏳ 74 70 — 32 76 92
Showing 6801–6850 of 69052 servers
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