MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12551
henrydyson
MCP WebSocket Server Claim 1
A WebSocket-based MCP server that enables mail operations including retrieval, …
C 61 55 78 31 21 80 85
12552
jarvismaximum-hue
ProfitPlay MCP Server Claim 1
Enables AI agents to interact with the ProfitPlay prediction market to trade sh…
C 61 66 90 62 0 30 76 99
12553
TencentCloudADP-DevRel
An MCP server for managing and publishing 3D files using S3-compatible storage …
C 60 55 57 32 26 81 100
12554
RalphLi213
Transforms chat conversations with AI into structured markdown summaries and au…
C 60 54 54 30 N/A 23 95 92
12555
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
12556
CometixAI
A local indexing and retrieval service that enables semantic code search by wra…
C 60 66 86 66 0 32 81 90
12557
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
12558
hkaanengin
MCP server providing AI assistants with access to Dota 2 statistics via OpenDot…
C 60 66 94 43 0 35 83 99
12559
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
12560
sougatabh
Enables access to National Stock Exchange (NSE) market data through the Upstox …
C 60 55 68 31 21 80 92
12561
henrysouchien
EdgarParser MCP Claim
MCP stdio server for source-backed SEC EDGAR financial data from the hosted Edg…
C 60 55 72 42 N/A 33 80 63
12562
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
12563
dslans
Enables comprehensive healthcare data analysis using Tuva Health demo data with…
C 60 55 72 31 22 81 88
12564
ayv8er
A Model Context Protocol server implementation that provides endpoints for wall…
C 60 55 33 81 20 81 81
12565
zjg678
# **Suppr MCP - README.md** ```markdown # Suppr MCP <div align="center"> [![…
C 60 64 72 67 0 26 95 92
12566
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
12567
kukapay
An MCP server for nearby place searches with IP-based location detection.
C 60 55 61 31 42 80 85
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
lucoo01
Enables AI assistants to fetch and analyze web content from URLs through MCP pr…
C 60 55 66 38 19 81 90
12570
guangxiangdebizi
An MCP server that enables AI assistants to query and access structured knowled…
C 60 55 63 33 29 81 90
12571
hakehuang
A lightweight server that simplifies building and flashing Zephyr RTOS projects…
C 60 54 66 31 N/A 50 88 63
12572
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
12573
ldilba
MCPServer Claim
A setup guide for running a Model Completion Protocol (MCP) server in Windows S…
C 60 54 48 53 N/A 21 82 93
12574
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
12575
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
12576
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
12577
jirispilka
Greet anyone by name with friendly, personalized messages. Explore the origin o…
C 60 66 90 46 0 55 81 92
12578
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
12579
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
12580
xuegao-tzx
Enables programmatic control of Android devices via ADB, supporting UI automati…
C 60 54 48 31 N/A 52 90 85
12581
tmstack
A secure database query service built on FastMCP framework that allows users to…
C 60 55 56 46 23 81 89
12582
srinikandula
A multi-server implementation that uses OpenAI's LLM to orchestrate multiple to…
C 60 55 54 53 18 71 95
12583
BerryKuipers
A Python-based Model Context Protocol server that allows AI assistants like Cla…
C 60 55 60 41 26 80 86
12584
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
12585
danfmaia
Utility MCP Server Claim
Provides general-purpose utility tools for Computer Agent ecosystem integration…
C 60 55 54 41 22 81 97
12586
zzhRooT1998
A postgresql mcp that you can run DQL SQL via it
C 60 54 54 35 56 82 79
12587
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
12588
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
12589
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
12590
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
12591
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
12592
HemantaPatil
Provides intelligent access to the USDA nutrition database through AI assistant…
C 60 55 74 28 21 74 94
12593
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
12594
itsablabla
Personal home automation server integrating unified messaging (Beeper), home se…
C 60 66 84 67 0 30 81 91
12595
ceami
Enables exploration and interaction with South Korea's Public Data Portal (Open…
C 60 66 74 70 0 49 81 85
12596
vigenere92
Enables intelligent discovery and recommendation of Python tools using Google G…
C 60 55 66 31 26 81 89
12597
jbwcloudflare
A tool for deploying a remote Model Context Protocol server on Cloudflare Worke…
C 60 55 48 66 38 80 66
12598
Arnie936
A versatile MCP server providing tools for arithmetic operations, n8n webhook i…
C 60 54 54 25 N/A 29 95 97
12599
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
12600
aerialcombat
Smithery Scaffold Claim
Provide a scaffold for building MCP servers with tools and resources integratio…
C 60 54 30 52 N/A 19 95 100
Showing 12551–12600 of 56925 servers
« Prev 1 250 251 252 253 254 1139 Next »