MCP Server Quality Scores

Independent quality analysis of 33641 public MCP servers

33641
Discovered
28801
Scored
2082
Verified
16957
Complete

Last updated 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10551
appricos
mcp-pushinator Claim
Pushinator MCP lets you send push notifications to your devices from your LLM-p…
C 65 55 54 62 41 76 91
10552
slavkurochkin
A simple demonstration MCP server that provides a basic arithmetic tool for add…
C 65 55 66 50 24 81 97
10553
Ymuberra
Provide localized news content dynamically based on geographic data. Enable age…
C 65 54 60 58 N/A 10 89 95
10554
octave-commons
A unified MCP server with composable tools for GitHub operations, file manageme…
C 65 55 90 43 30 81 70
10555
RossH121
Discord MCP Server Claim 2
An MCP server that allows Claude to interact with Discord by providing tools fo…
C 65 55 63 58 16 80 99
10556
nxGnosis
Provides tools to fetch up-to-date visa and immigration information for various…
C 65 55 60 100 28 81 39
10557
readwiseio
Readwise MCP Claim
A local Model Context Protocol server that connects LLM clients (like Claude) t…
C 65 55 54 82 N/A 68 95 25
10558
frotaadriano
Enables nutritional analysis of food descriptions by integrating with OpenAI's …
C 65 64 84 71 0 41 95 93
10559
hollanddd
Enables AI agents to access comprehensive Pokémon data through PokeAPI, includi…
C 65 55 54 62 23 81 100
10560
tamago-labs
XRPL MCP Claim
Enables interaction with XRP Ledger blockchain for managing wallets, creating a…
C 65 55 54 68 28 76 95
10561
hoihosick
Enables digital forensic analysis of Windows shortcut (LNK) files from E01 disk…
C 65 54 72 50 N/A 19 95 78
10562 C 65 54 72 25 N/A 39 90 98
10563
xiaochenwin
An MCP service that automatically generates and manages rule files for Trae AI …
C 65 54 66 30 N/A 45 95 88
10564
aakashrshah
Enables interaction with Aha! product management platform through GraphQL API. …
C 65 55 68 43 34 81 93
10565
kbhuw
Enables serving and querying documentation with AI-powered capabilities includi…
C 65 55 68 43 42 81 90
10566
zh19980811
AutoCAD MCP Server Claim
A server that enables natural language interaction with AutoCAD through large l…
C 65 54 66 28 N/A 36 95 97
10567
zenrows
ZenRows MCP Claim
Scrape any webpage and return clean, LLM-ready content using the ZenRows API. …
C 65 55 80 10 62 81 94
10568
gunjankum06
MyPostmanServer Claim 1
A lightweight Node.js-based MCP server that exposes custom tools via HTTP and S…
C 65 54 54 52 N/A 30 94 88
10569 C 65 54 72 71 N/A 25 91 49
10570
lambda-tuber
PVV MCP Server Claim
Enables text-to-speech synthesis using VOICEVOX Web API with customizable speak…
C 65 54 62 20 N/A 69 95 84
10571
Coykto
Debug MCP Claim 1
A debugging gateway for distributed systems that provides 17 tools for interact…
C 65 55 72 33 49 78 93
10572
Pranesh-2005
A set of tools allowing AI assistants to interact directly with GitHub, enablin…
C 65 55 60 58 16 81 99
10573
BACH-AI-Tools
Enables AI agents to access real-time Binance cryptocurrency market data includ…
C 65 55 68 82 52 81 33
10574
SarthakRay26
Open Meteo MCP Server Claim 2
A comprehensive MCP server providing tools for real-time, forecast, and histori…
C 65 55 78 75 29 82 43
10575
dongri
LGTM MCP Server Claim
Enables fetching random LGTM (Looks Good To Me) images from the LGTM API for us…
C 65 55 78 87 25 81 35
10576
Noveum
API-Market MCP Server Claim 4
A Model Context Protocol server that exposes over 200+ APIs from API.market as …
C 65 55 77 82 41 76 36
10577
VatsKan
MCP Gmail Server Claim
Enables users to read unread emails and create drafts in Gmail via the Model Co…
C 65 54 62 37 N/A 34 90 100
10578
crowdcent
Enables AI assistants to interact with CrowdCent's prediction challenges, allow…
C 65 55 62 41 40 80 99
10579
samwang0723
Integrates with Sumo Logic's API to enable log search with configurable queries…
C 65 55 62 71 35 80 68
10580
peijun1700
Bluemouse Claim
Advanced AI Code Quality Gate
C 65 55 78 26 N/A 72 74 81
10581
leejersey
Hexo Blog MCP Server Claim 1
Enables AI clients to manage Hexo blogs by providing tools for article CRUD ope…
C 65 54 54 56 N/A 35 90 86
10582
rinerebox1
Provides Google search grounding capabilities for Gemini AI models through MCP,…
C 65 54 54 71 N/A 42 95 55
10583
scarletlabs-ai
Votars MCP Claim
Votars is the world's smartest multilingual meeting assistant, designed for voi…
C 65 55 62 57 16 82 98
10584
MuthuPalaniappan925
Integrates task management capabilities into Claude Desktop, enabling users to …
C 65 54 70 25 N/A 39 94 96
10585
mudit14224
Enables users to preprocess, analyze, and visualize CSV data through comprehens…
C 65 54 72 33 N/A 21 95 97
10586
Python51888
PySqlitMCP Claim
Enables comprehensive SQLite database management through natural language inclu…
C 65 54 62 22 N/A 60 95 89
10587
prometheus-protocol
The trust layer for the open agentic web—giving AI agents a passport, a bank ac…
C 65 55 84 43 N/A 52 81 60
10588
markuskreitzer
Enables LLMs like Claude to interact with PicoScope oscilloscopes for signal ac…
C 65 54 72 31 N/A 29 92 92
10589
evenli01
Provides tools for common file processing operations including reading files, l…
C 65 55 54 58 26 81 100
10590
mohalmah
Provides integration with the Google Apps Script API, allowing management of sc…
C 65 55 78 82 25 81 40
10591
EdgeworthHitbox
Provides access to Colorado Division of Water Resources data including surface …
C 65 55 72 56 25 81 82
10592
jacepark12
A MCP server for TickTick that enables interacting with your TickTick task mana…
C 65 55 69 43 26 82 99
10593
mikeysrecipes
An MCP server that enables highly personalized music recommendations from TIDAL…
C 65 55 57 46 43 81 98
10594
non-dirty
IMAP MCP Server Claim 2
A Model Context Protocol server that enables AI assistants to access and manage…
C 65 55 69 43 35 81 94
10595
shengshu-ai
Vidu MCP Claim
Provides access to Vidu's video generation models for creating high-quality vid…
C 65 55 72 43 45 80 81
10596
funwarioisii
Cosense MCP Server Claim 2
An MCP server that allows Claude to access pages from Cosense projects, support…
C 65 54 63 48 N/A 19 95 90
10597
ZephyrDeng
This is a Model Context Protocol (MCP) server implemented in Go, providing a to…
C 65 55 76 58 73 81 34
10598
VikashS
Enables AI assistants to save, retrieve, and manage research content using Chro…
C 65 55 60 32 63 81 95
10599
saikumarjash
Enables deployment of autonomous AI agents with memory and tool execution capab…
C 65 55 84 43 19 76 89
10600
LinkupPlatform
Search the web in real time to get trustworthy, source-backed answers. Find the…
C 65 66 82 67 0 73 81 93
Showing 10551–10600 of 33641 servers
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