MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 3 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13051
Aias
Use this MCP server to search barnsworthburning.net, a digital commonplace book…
C 59 66 70 62 0 43 83 100
13052
jasper-zsh
Enables ESP-IDF firmware development through MCP by providing tools to manage E…
C 59 54 48 36 N/A 18 90 99
13053
Rickeylaiii
An MCP tool that integrates with Amap API services, allowing AI to access geogr…
C 59 55 74 30 20 71 93
13054
suryanshp1
Weather MCP Server Claim
A simple demonstration server for the MCP Python SDK that provides weather aler…
C 59 54 58 28 N/A 23 90 93
13055
izzanzahrial
MCP Server Claim
A Python implementation of the Model Context Protocol (MCP) that connects clien…
C 59 55 66 26 26 77 96
13056
rockmelodies
PocGenius Claim
Automatically generates pocsuite3-compliant POC (Proof of Concept) code from vu…
C 59 55 66 31 39 81 74
13057
mndambuki
Enables creation and management of Word documents from markdown content, with s…
C 59 66 90 58 0 19 81 97
13058
dvladimirov
A server implementation that provides a unified interface for OpenAI services, …
C 59 55 48 33 44 81 92
13059
vinayak-mehta
mcp-browser-use Claim 1
An MCP server that connects any MCP client (like Claude or Cursor) with the bro…
C 59 55 47 23 64 81 91
13060
KairosMobius
nexus-memory-mcp Claim
Persistent semantic memory for AI agents with knowledge graphs and Intelligence…
C 59 64 76 58 0 52 83 90
13061
pibblokto
mcp server for [cert-manager](https://github.com/cert-manager/cert-manager) man…
C 59 55 51 22 47 82 97
13062
mtib
A dockerized Python MCP server that manages flash card projects using OpenAI em…
C 59 55 68 27 16 76 100
13063
GonTwVn
GonMCPtool Claim 2
A TypeScript-based Model Context Protocol toolkit that enables AI to interact w…
C 59 55 54 82 N/A 46 89 16
13064
duriantaco
skylos Claim
Dead code, security, secrets detection and code quality for Python, TypeScript,…
C 59 64 84 26 0 84 83 89
13065
I4cTime
q-ring Claim
Quantum-inspired keyring for AI coding agents with superposition, entanglement,…
C 59 54 54 0 N/A 69 89 94
13066
badger3000
OKX MCP Server Claim
Provides real-time and historical cryptocurrency price data from the OKX exchan…
C 59 66 78 61 0 30 82 99
13067
kcbabo
my-mcp Claim 1
An MCP server framework featuring dynamic tool loading and a modular one-tool-p…
C 59 55 53 33 32 80 94
13068
wfyi-joy
PDF Text Reader Claim
Extract text from local or online PDFs. Capture quotes and key sections for qui…
C 59 55 54 31 N/A 24 81 100
13069
kabir-ti
MCP Server Claim 1
The MCP Server integrates APIs from the Youtube-Summarizer as tools within the …
C 59 54 66 20 N/A 20 95 86
13070
search-atlas-group
SearchAtlas MCP Server connects AI assistants to the SearchAtlas platform, prov…
C 59 66 60 72 0 52 81 91
13071
minhluuquang
Enables AI assistants to programmatically read, update, and manage Visual Studi…
C 59 54 76 58 N/A 26 89 28
13072
heurist-network
Access specialized web3 AI agents for blockchain analysis, smart contract secur…
C 59 66 84 46 0 59 80 91
13073
henry-insomniac
Horizon MCP Claim 2
An MCP server that exposes the Horizon content aggregation and analysis pipelin…
C 59 54 39 61 N/A 32 89 72
13074
mokesmokane
Test MCP Server Claim
A dual-transport MCP server that exposes your API as tools to LLM clients, supp…
C 59 66 84 66 0 22 81 91
13075
RobSpectre
mvf1 Claim
MCP server that controls [MultiViewer](https://multiviewer.app), an app for wat…
C 59 55 46 20 61 82 93
13076
1yhy
OSS MCP Server Claim 1
A Model Context Protocol server that enables large language models to upload fi…
C 59 55 41 60 25 81 83
13077
xiaobenyang-com
A demonstration project of an MCP server for injecting advertisements into LLM …
C 59 66 72 66 0 45 81 92
13078
Jahnik
A complete ChatGPT App implementation using MCP with OAuth2 authentication via …
C 59 66 78 72 0 24 81 89
13079
gws8820
ShippingTracker Claim
한국 택배 배송 조회를 위한 MCP 서버 MCP Server for Korean Shipment Tracking
C 59 55 46 30 43 81 100
13080
byjit
Toolkits MCP Claim
A collection of image processing tools that enables users to optimize images, r…
C 59 54 48 30 N/A 31 92 93
13081
iambond50-svg
Enables AI assistants to query, filter, and analyze local HTTP capture records …
C 59 54 48 33 N/A 27 92 92
13082
stucchi
Trello MCP Server Claim 2
MCP server for the Trello REST API – manage boards, lists, cards, labels, check…
C 59 55 53 82 N/A 27 75 46
13083
Lumif-ai
Provides technical analysis tools for cryptocurrency trading data, calculating …
C 59 55 66 31 17 78 94
13084
zhangzhongnan928
A Model Context Protocol server that allows Claude to interact with Warpcast ac…
C 59 55 47 40 36 81 92
13085
nhn-commerce-fe
Enables AI coding tools like Cursor to access Figma design data through the Mod…
C 59 66 66 70 0 58 81 85
13086
namiraprita
Polyglot Claim 1
An MCP server that provides standardized translation services across six langua…
C 59 55 39 62 41 81 72
13087
VlaadislavKr
Enables seamless interaction with MySQL, PostgreSQL, and SQLite databases throu…
C 59 55 54 53 26 71 86
13088
BitwaveCorp
Price Service MCP Claim
Provides real-time and historical cryptocurrency price data from multiple excha…
C 59 66 86 55 0 29 81 95
13089
Ansvar-Systems
czech-law-mcp Claim
Czech legislation via MCP — full-text search across statutes and provisions
C 59 66 90 33 0 59 83 91
13090
lior-ps
A Model Control Protocol server that integrates with Claude Desktop to enable s…
C 59 55 60 25 38 76 96
13091
leegentle
Skincare-MCP Claim
Provides AI-based skin analysis from selfie image URLs, returning comprehensive…
C 59 55 54 100 23 81 21
13092
kukapay
An MCP server that delivers real-time market odds from Polymarket.
C 59 55 57 28 43 80 86
13093
ish-joshi
Leonardo MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to generate images u…
C 59 55 59 33 23 81 93
13094
avivshafir
trykittai-mcp-server
C 59 55 56 27 41 81 91
13095
Aguantar
DataOps ClickHouse MCP server with query optimization and pipeline monitoring
C 59 54 76 0 N/A 47 75 97
13096
autonsol
atxp-mcp Claim
Access 5+ ATXP agent tools via MCP: web search, AI image generation, email, and…
C 59 55 76 0 35 81 99
13097
tonkatsutoast
Provides real-time and historical stock market data through the Alpha Vantage A…
C 59 54 42 38 N/A 19 95 100
13098
paulasilvatech
Specky Claim 1
An MCP server for Spec-Driven Development that transforms natural language idea…
C 59 55 69 0 59 80 91
13099
abhijeetka
A server that enables LLMs to manage Kubernetes clusters through natural langua…
C 59 55 68 25 23 81 94
13100
ddkang1
MCP Memory Claim 1
An MCP server implementing memory solutions for data-rich applications using Hi…
C 59 55 45 28 49 80 98
Showing 13051–13100 of 30006 servers
« Prev 1 260 261 262 263 264 601 Next »