MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29777
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12551
AaronGoldsmith
MCP Remote Control Claim 1
An MCP server that enables AI assistants to control TVs on a local network thro…
C 61 54 45 31 N/A 37 95 98
12552
andyfe76
CouchDB MCP Server Claim 1
Provides tools for interacting with CouchDB databases, enabling document manage…
C 61 66 84 53 0 48 80 99
12553
IA-Programming
MCP Image Server Claim 1
A Model Context Protocol server that enables fetching and processing images fro…
C 60 55 51 35 42 82 91
12554
Traia-IO
An MCP server that provides access to the Test MCP Feb 5 API, enabling AI agent…
C 60 55 53 45 24 81 90
12555
guangxiangdebizi
An MCP server that enables AI assistants to query and access structured knowled…
C 60 55 63 33 29 81 90
12556
hkaanengin
MCP server providing AI assistants with access to Dota 2 statistics via OpenDot…
C 60 66 94 43 0 35 83 99
12557
dslans
Enables comprehensive healthcare data analysis using Tuva Health demo data with…
C 60 55 72 31 22 81 88
12558
RalphLi213
Transforms chat conversations with AI into structured markdown summaries and au…
C 60 54 54 30 N/A 23 95 92
12559
modelcontextprotocol-servers
Google Search MCP Claim 1
A Playwright-based tool that performs Google searches and extracts results whil…
C 60 55 60 82 24 81 37
12560
Azoraqua
Minestom MCP Server Claim 2
An MCP server designed for developers to build and manage Minestom-based Minecr…
C 60 55 63 20 63 82 78
12561
lucoo01
Enables AI assistants to fetch and analyze web content from URLs through MCP pr…
C 60 55 66 38 19 81 90
12562
ayv8er
A Model Context Protocol server implementation that provides endpoints for wall…
C 60 55 33 81 20 81 81
12563
mohdhaji87
Provides advanced JWT auditing tools including decoding, vulnerability analysis…
C 60 54 54 30 N/A 22 95 94
12564
TencentCloudADP-DevRel
An MCP server for managing and publishing 3D files using S3-compatible storage …
C 60 55 57 32 26 81 100
12565
kukapay
An MCP server for nearby place searches with IP-based location detection.
C 60 55 61 31 42 80 85
12566
aitiwari
Weather MCP Server Claim
Provides real-time US weather alerts and forecasts by integrating with the Nati…
C 60 55 60 30 24 83 100
12567
zjg678
# **Suppr MCP - README.md** ```markdown # Suppr MCP <div align="center"> [![…
C 60 64 72 67 0 26 95 92
12568
xcollantes
Jira MCP Claim
Enables control and interaction with Jira through the Jira Command Line interfa…
C 60 66 72 61 0 74 67 96
12569
TourAround
lystbot Claim
Smart lists that your AI can actually use. Manage lists via MCP, CLI, or REST A…
C 60 55 76 0 N/A 41 81 100
12570
sougatabh
Enables access to National Stock Exchange (NSE) market data through the Upstox …
C 60 55 68 31 21 80 92
12571
pickstar-2002
Video Convert MCP Claim
A professional video format conversion tool based on MCP protocol that supports…
C 60 55 72 83 24 81 20
12572
zzhRooT1998
A postgresql mcp that you can run DQL SQL via it
C 60 54 54 35 56 82 79
12573
xuegao-tzx
Enables programmatic control of Android devices via ADB, supporting UI automati…
C 60 54 48 31 N/A 52 90 85
12574
danfmaia
Utility MCP Server Claim
Provides general-purpose utility tools for Computer Agent ecosystem integration…
C 60 55 54 41 22 81 97
12575
vipcong816
dy-mcp Claim
Enables automation of Douyin (TikTok China) tasks including parsing share links…
C 60 54 48 41 N/A 22 95 87
12576
tmstack
A secure database query service built on FastMCP framework that allows users to…
C 60 55 56 46 23 81 89
12577
king-of-the-grackles
AI-powered Reddit intelligence for market research and competitive analysis. Di…
C 60 66 88 43 0 57 80 94
12578
banique15
Simple MCP Server Claim
A minimalist MCP server that provides a single tool to retrieve a developer nam…
C 60 55 66 36 18 81 93
12579
atarkowska
fastmcp-sqltools Claim 1
A MCP server provides SQL database access with support for PostgreSQL, MySQL, a…
C 60 54 45 31 N/A 50 90 89
12580
kukapay
chainlist-mcp Claim 1
An MCP server that gives AI agents fast access to verified EVM chain informatio…
C 60 55 55 27 38 82 100
12581
kernel
kernel-mcp-server Claim 1
Open-source MCP server for secure, low-latency cloud-browser automation on Kern…
C 60 66 69 70 0 51 81 94
12582
vulkanr
LastBlueTape Claim
Construction punch list management for AI agents. Create lists, add items, trac…
C 60 64 76 56 0 47 83 100
12583
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
12584
jirispilka
Greet anyone by name with friendly, personalized messages. Explore the origin o…
C 60 66 90 46 0 55 81 92
12585
R3verseIN
HackerMCP Claim
A module that enables AI assistants to access and utilize common penetration te…
C 60 54 48 25 N/A 42 95 94
12586
yugabyte
YugabyteDB MCP Server Claim 1
An MCP server implementation that allows Large Language Models to directly inte…
C 60 55 53 28 51 81 90
12587
HemantaPatil
Provides intelligent access to the USDA nutrition database through AI assistant…
C 60 55 74 28 21 74 94
12588
aubreyhayes47
sci-calc-mcp Claim
sci_calc_mcp is a lightweight, high-performance Model Context Protocol (MCP) se…
C 60 54 38 30 N/A 44 95 100
12589
NNNNzs
A FastMCP-based tool for monitoring server statistics that retrieves CPU, memor…
C 60 55 60 100 22 81 19
12590
merterbak
Grok-MCP Claim 2
MCP server for xAI's [Grok API](https://docs.x.ai/docs/overview) with agentic t…
C 60 55 51 37 52 76 87
12591
thoughtspot
mcp-server Claim 1
MCP Server for ThoughtSpot - provides OAuth authentication and tools for queryi…
C 60 66 77 68 0 40 81 92
12592
tnngnc
Provides access to Tastytrade historical price data via the Model Context Proto…
C 60 55 60 38 27 76 93
12593
tanaikech
MCPApp Claim
This text introduces the Model Context Protocol (MCP) for AI interaction, explo…
C 60 64 86 41 0 50 95 86
12594
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
12595
srinikandula
A multi-server implementation that uses OpenAI's LLM to orchestrate multiple to…
C 60 55 54 53 18 71 95
12596
luziadev
luzia Claim
Real-time crypto prices from Binance, Coinbase, Kraken, OKX, and Bybit
C 60 66 67 75 0 56 69 99
12597
apisql-dev
apisql-mcp Claim
一个 MCP Server 连接你的所有数据库,数据库 MCP Server 的瑞士军刀。One MCP Server for all your databa…
C 60 55 84 0 N/A 41 81 93
12598
KairosMobius
memory-nexus-mcp Claim
Persistent semantic memory for AI agents with knowledge graphs and Intelligence…
C 60 66 72 70 0 57 70 92
12599
yunkee-lee
MCP TMAP Server Claim
A server that connects to SK TMAP API, providing access to public transit routi…
C 60 55 48 41 41 81 90
12600
jeweis
A FastMCP-based server that enables executing Microsoft SQL Server data queries…
C 60 55 62 31 45 81 83
Showing 12551–12600 of 56925 servers
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