MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12651
dynamicendpoints
*Updated December 9th 2025** Manage your Microsoft 365 services effortlessly. C…
C 60 54 78 41 N/A 51 90 32
12652
sawantudayan
A MCP server that provides tools for analyzing git changes and suggesting appro…
C 60 54 53 28 N/A 42 95 85
12653
danfmaia
Utility MCP Server Claim
Provides general-purpose utility tools for Computer Agent ecosystem integration…
C 60 55 54 41 22 81 97
12654
mjucius
mjucius-cozi_mcp Claim
Manage your family's calendars and lists in Cozi. View, create, and update appo…
C 60 66 72 68 0 40 81 97
12655
NNNNzs
A FastMCP-based tool for monitoring server statistics that retrieves CPU, memor…
C 60 55 60 100 22 81 19
12656
coffee-fuelled-code
mcp-pageshot Claim
Paste a URL to see exactly how it renders as a social card on Twitter, LinkedIn…
C 60 55 72 0 53 81 96
12657
jordy33
Provides two Model Context Protocol servers that enable controlling IoT devices…
C 60 55 64 31 19 81 99
12658
ramaris-app
mcp-server Claim
On-chain wallet analytics and trading strategies on Base for AI assistants
C 60 64 66 70 0 45 83 95
12659
linxd5
Weather MCP Server Claim
Provides real-time weather data and current conditions for major Chinese cities…
C 60 55 54 31 42 83 92
12660
Zhangchaokai1
zotero-word-mcp Claim
A Windows-based MCP server that enables the insertion of native Zotero citation…
C 60 54 54 31 N/A 47 92 77
12661
jalaj-pandey
Weather MCP Tool Claim
An India-focused MCP server that provides real-time weather conditions, forecas…
C 60 55 48 45 21 81 99
12662
surajkumar0203
A simple MCP server that provides basic calculator functionality for performing…
C 60 54 48 35 N/A 24 95 95
12663
Nothflare
gaslighting-mcp Claim
A fake web search server that generates LLM-powered search results and full art…
C 60 55 54 22 45 81 100
12664
jdcc
gcal-mcp Claim 1
An MCP server that provides integration with Google Calendar, allowing users to…
C 60 55 51 37 30 82 100
12665
Prajwal-ak-0
YouTube MCP Claim 1
A Model Context Protocol server that analyzes YouTube videos, enabling users to…
C 60 55 45 43 28 81 100
12666
ssong-openmaru-io
WordPress MCP Server Claim 1
A Node.js server that wraps the WordPress REST API with the Model Context Proto…
C 60 55 54 61 35 82 64
12667
NakanoSanku
Enables control of Android devices through ADB, allowing users to list connecte…
C 60 54 54 28 N/A 24 95 95
12668
wassima-azzouzi
An interactive travel planning server that integrates flight searching, weather…
C 60 55 66 42 25 77 85
12669
plainday
ManualWorks MCP Claim
Enables keyword searching across ManualWorks documents by combining document an…
C 60 55 56 37 45 83 80
12670
noviq-ai
Enables LLMs to interact with the Google Ads API to retrieve account informatio…
C 60 55 60 30 48 81 80
12671
eisuke000111
Provides real-time access to AWS security best practices, incident response pla…
C 60 55 72 56 18 82 60
12672
pedarias
Transforms static gemini-cli documentation into a queryable RAG service, enabli…
C 60 55 64 22 34 83 97
12673
amithmathew
Enables interaction with Google Maps services through the Model Context Protoco…
C 60 54 54 33 N/A 21 95 90
12674
AiAgency-Now
Best VoiceAI White Label Platform for Agencies with Full MCP Connectivity to An…
C 60 66 78 71 0 32 81 92
12675
saiprashanths
The server facilitates natural language interactions for exploring and understa…
C 60 54 54 27 N/A 27 95 94
12676 C 60 54 48 42 N/A 42 95 70
12677
ramprasadchauhan
Farm OS MCP Server Claim
Enables management and monitoring of farm operations including field and crop t…
C 60 54 54 25 N/A 24 94 100
12678
ebwinters
Chunky MCP Claim 1
An MCP server that manages chunking and reading of large responses, allowing to…
C 60 54 51 30 N/A 43 92 88
12679
Gabbo01
Zeek-MCP Claim 1
A Model Context Protocol server that integrates Zeek network analysis capabilit…
C 60 54 45 30 N/A 45 95 89
12680
VaishnaviK23
Trading MCP Server Claim
Enables fetching real-time stock prices from Yahoo Finance through Claude AI's …
C 60 55 60 22 36 82 100
12681
script-dragonmkop8t
Provides AI agents with real-time cryptocurrency news and media updates sourced…
C 60 55 42 40 44 80 100
12682
nmichaud0
Converts Digital Object Identifiers (DOIs) to BibTeX format using the official …
C 60 66 78 58 0 42 81 100
12683
cegme
This MCP server enables users to interact with and analyze the dair-ai/emotion …
C 60 55 48 30 45 83 99
12684
ahramadan44
Enables checking domain name availability using WHOIS lookups and DNS resolutio…
C 60 55 60 33 19 81 100
12685
chenningling
Enables automated interaction with Xiaohongshu (Little Red Book) platform inclu…
C 60 54 60 33 N/A 26 95 82
12686
jsmiff
MCP Base Claim
A generic Model Context Protocol framework for building AI-powered applications…
C 60 55 66 36 23 81 87
12687
mixelpixx
A persistent memory system for Large Language Models (LLMs) that enables contin…
C 60 55 60 70 N/A 42 95 22
12688
BerejikB
LmsPs Claim
Enables interaction with a persistent PowerShell session through LM Studio. Pro…
C 60 55 62 82 42 81 24
12689
johnneerdael
Enables management of Netskope Network Private Access (NPA) infrastructure thro…
C 60 55 60 60 33 81 60
12690
BerryKuipers
A Python-based Model Context Protocol server that allows AI assistants like Cla…
C 60 55 60 41 26 80 86
12691
nickpending
MCP-Censys Claim 1
A Model Context Protocol server that enables natural language querying of the C…
C 60 55 61 35 18 82 98
12692
JackKuo666
PyPI MCP Server Claim
Enables AI assistants to search PyPI packages and retrieve detailed metadata, v…
C 60 55 70 30 15 83 95
12693
VolumeFi
Paloma DEX MCP Server Claim 1
A Model Context Protocol server that enables AI agents to autonomously execute …
C 60 55 65 28 25 81 97
12694
dcpurnell
Enables AI assistants to securely interact with Microsoft OneNote data through …
C 60 55 86 43 56 80 26
12695
guangxiangdebizi
An MCP server that enables AI assistants to query and access structured knowled…
C 60 55 63 33 29 81 90
12696
Chris-June
A Model Context Protocol server that enables role-based context management for …
C 60 55 63 35 24 81 90
12697
cloudera
Enables read-only access to Apache Iceberg tables via Impala, allowing LLMs to …
C 60 55 54 25 49 76 98
12698
muriloruiz91-maker
Enables users to fetch jokes from multiple sources including Chuck Norris jokes…
C 60 55 60 17 44 81 100
12699
kpfitzgerald
youtube-mcp Claim
A FastMCP server providing 25 tools for interacting with the YouTube Data API v…
C 60 55 60 35 31 81 88
12700
CoutinhoTTS
MCP Server Starter Claim
A basic structure to build and run local tools that support the Model Context P…
C 60 55 54 100 40 81 11
Showing 12651–12700 of 67226 servers
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