MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29777
Scored
2112
Verified
16953
Complete

Last updated 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12701
a05031113
Enables querying Yahoo Finance data including stock prices, historical data, fi…
C 60 55 60 36 16 81 100
12702
VoltScp
A Model Context Protocol server that enables Microsoft Copilot Studio to fetch …
C 60 54 45 17 N/A 51 94 100
12703
srgsanky
A demo server that allows AI models to manage a personal reading list stored in…
C 60 54 48 27 N/A 35 91 99
12704
sougatabh
Enables access to National Stock Exchange (NSE) market data through the Upstox …
C 60 55 68 31 21 80 92
12705
RalphLi213
Transforms chat conversations with AI into structured markdown summaries and au…
C 60 54 54 30 N/A 23 95 92
12706
mohdhaji87
Provides advanced JWT auditing tools including decoding, vulnerability analysis…
C 60 54 54 30 N/A 22 95 94
12707
ayv8er
A Model Context Protocol server implementation that provides endpoints for wall…
C 60 55 33 81 20 81 81
12708
kukapay
An MCP server for nearby place searches with IP-based location detection.
C 60 55 61 31 42 80 85
12709
hkaanengin
MCP server providing AI assistants with access to Dota 2 statistics via OpenDot…
C 60 66 94 43 0 35 83 99
12710
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
12711
TencentCloudADP-DevRel
An MCP server for managing and publishing 3D files using S3-compatible storage …
C 60 55 57 32 26 81 100
12712
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
12713
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
12714
lucoo01
Enables AI assistants to fetch and analyze web content from URLs through MCP pr…
C 60 55 66 38 19 81 90
12715
script-dragonmkop8t
Provides AI agents with real-time cryptocurrency news and media updates sourced…
C 60 55 42 40 44 80 100
12716
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
12717
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
12718
CometixAI
A local indexing and retrieval service that enables semantic code search by wra…
C 60 66 86 66 0 32 81 90
12719
u21h2
BinDiff MCP Tool Claim
Enables binary comparison capabilities by leveraging IDA Pro and BinDiff to ana…
C 60 55 60 35 27 80 93
12720
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
12721
zjg678
# **Suppr MCP - README.md** ```markdown # Suppr MCP <div align="center"> [![…
C 60 64 72 67 0 26 95 92
12722
guangxiangdebizi
An MCP server that enables AI assistants to query and access structured knowled…
C 60 55 63 33 29 81 90
12723
dslans
Enables comprehensive healthcare data analysis using Tuva Health demo data with…
C 60 55 72 31 22 81 88
12724
colesmcintosh
NumPy Calculator Claim
A Model Context Protocol (MCP) server that provides mathematical calculations a…
C 60 55 60 30 22 84 100
12725
jerpint
paperpal Claim
MCP Extension that gives LLMs access to arXiv and Hugging Face papers, enabling…
C 60 54 50 25 N/A 39 94 91
12726
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
12727
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
12728
HemantaPatil
Provides intelligent access to the USDA nutrition database through AI assistant…
C 60 55 74 28 21 74 94
12729
sebszczec
Enables control of Pi-hole v6 ad blocking, allowing users to toggle DNS blockin…
C 60 55 54 37 25 82 99
12730
tanaikech
MCPApp Claim
This text introduces the Model Context Protocol (MCP) for AI interaction, explo…
C 60 64 86 41 0 50 95 86
12731
BerryKuipers
A Python-based Model Context Protocol server that allows AI assistants like Cla…
C 60 55 60 41 26 80 86
12732
zzhRooT1998
A postgresql mcp that you can run DQL SQL via it
C 60 54 54 35 56 82 79
12733
xuegao-tzx
Enables programmatic control of Android devices via ADB, supporting UI automati…
C 60 54 48 31 N/A 52 90 85
12734
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
12735
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
12736
luziadev
luzia Claim
Real-time crypto prices from Binance, Coinbase, Kraken, OKX, and Bybit
C 60 66 67 75 0 56 69 99
12737
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
12738
NNNNzs
A FastMCP-based tool for monitoring server statistics that retrieves CPU, memor…
C 60 55 60 100 22 81 19
12739
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
12740
LeandroPG19
cuba-memorys Claim
Persistent memory MCP server. 25 tools, BM25+MMR+OOD retrieval, CFR-21 audit, k…
C 60 54 60 36 N/A 33 92 75
12741
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
12742
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
12743
xiaozhuABCD1234
web-fetch-mcp Claim 1
An MCP server that provides web scraping and Bing search capabilities, supporti…
C 60 54 45 47 N/A 45 95 66
12744
jsmiff
MCP Base Claim
A generic Model Context Protocol framework for building AI-powered applications…
C 60 55 66 36 23 81 87
12745
ref-tools
Provide your AI coding tools with token-efficient access to up-to-date technica…
C 60 66 90 40 0 59 86 88
12746
jiemobasixiangcai
Assists AI developers with intelligent requirement analysis and architecture de…
C 60 54 60 26 N/A 43 95 74
12747
ChristianChiarulli
A template for deploying secure Model Context Protocol servers to Cloudflare Wo…
C 60 55 54 57 27 81 76
12748
gglessner
Endevor-MCP Claim 1
A Model Context Protocol server providing 43 tools for Broadcom Endevor SCM int…
C 60 55 45 41 43 80 95
12749
ag2-mcp-servers
Sakari MCP Server Claim
A Multi-Agent Conversation Protocol server that enables interaction with the Sa…
C 60 55 60 52 21 80 76
12750
dhkts1
Provides tools for structuring complex problems through narrative-based sequent…
C 60 64 78 57 0 39 92 90
Showing 12701–12750 of 56925 servers
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