MCP Server Quality Scores

Independent quality analysis of 57580 public MCP servers

57580
Discovered
29820
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10501
abilashraghuram
Enables users to retrieve jokes from various categories including Chuck Norris …
C 65 55 48 57 41 81 100
10502
attaelahi
CodeSense MCP Claim
Provides semantic code intelligence to help users search, navigate, and analyze…
C 65 54 70 30 N/A 45 87 92
10503
neep305
Integrates Google Tag Manager with Claude to automate the creation and manageme…
C 65 55 84 38 22 77 91
10504
tistaharahap
Binance MCP Server Claim
Enables interaction with Binance cryptocurrency exchange through API integratio…
C 65 55 60 57 18 81 100
10505
UnitVectorY-Labs
A lightweight, configuration-driven MCP server that exposes curated GraphQL que…
C 65 55 66 45 78 77 64
10506
Supermaxman
OpenAI MCP Server Claim
Provides tools to manage OpenAI API keys and spending through the OpenAI API. R…
C 65 55 54 100 43 81 38
10507
Ymuberra
Provide localized news content dynamically based on geographic data. Enable age…
C 65 54 60 58 N/A 10 89 95
10508
vgnshiyer
Apple Books MCP Server
C 65 54 62 15 N/A 62 95 100
10509
peijun1700
Bluemouse Claim
Advanced AI Code Quality Gate
C 65 55 78 26 N/A 72 74 81
10510
TitanmindAGI
A WhatsApp marketing and messaging service that handles both free-form messages…
C 65 55 72 42 44 81 84
10511
Piesson
Enables AI agents to take breaks and manage stress levels through various休息 act…
C 65 54 72 32 N/A 23 95 97
10512
tamago-labs
XRPL MCP Claim
Enables interaction with XRP Ledger blockchain for managing wallets, creating a…
C 65 55 54 68 28 76 95
10513
functicons
A backend service that provides accurate arithmetic calculation capabilities to…
C 65 55 66 43 34 81 96
10514
qiao-925
Enables AI agents to recognize and extract text from images using PaddleOCR, su…
C 65 55 72 70 N/A 32 95 44
10515
BlackSand-Software
HubSpot MCP Claim
Provides standardized access to HubSpot CRM API for managing contacts, companie…
C 65 55 62 82 53 81 42
10516
creating-cat
Utilizes the Google Gemini API to generate context-specific categories and dive…
C 65 55 66 67 62 81 43
10517
tedlikeskix
Provides IP geolocation services using IP-API.com without requiring an API key,…
C 65 55 60 56 15 83 100
10518
Leivoo
An MCP server that crawls and parses OpenAPI JSON or Swagger UI URLs to provide…
C 65 55 45 62 35 82 98
10519
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
10520
ricleedo
A starter template for building custom MCP servers that can integrate with Clau…
C 65 55 60 100 28 81 43
10521
robertn702
A Model Context Protocol server that provides comprehensive weather data and fo…
C 65 55 65 40 47 81 90
10522
commercetools
Enables AI agents to interact with commercetools APIs to manage products, categ…
C 65 55 84 45 51 81 57
10523
gigachadtrey
mcp Claim
C 65 54 54 51 N/A 22 90 100
10524
bleugreen
KiCad MCP Server Claim
Enables analysis of KiCad electronic schematics through natural language querie…
C 65 54 78 28 N/A 26 95 91
10525
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
10526
clssck
Time Server Claim 2
An MCP server providing timezone conversions and time-related operations via RE…
C 65 55 63 60 18 81 94
10527
chirpon9
Provides access to comprehensive Riot Games API documentation for League of Leg…
C 65 55 62 52 26 81 100
10528
Devansh-365
A Python-based MCP server that enables AI assistants to search for infographics…
C 65 55 72 46 27 81 93
10529
mcp-s-ai
image-recognition-mcp Claim 1
MCP server for AI-powered image recognition and description using OpenAI vision…
C 65 54 51 50 N/A 41 83 100
10530
shukwong
gnomAD MCP Server Claim
Enables AI assistants to query genetic variant data, gene constraints, and popu…
C 65 55 90 75 22 81 38
10531
fengzhongsen
short-url Claim
简单易用的短链接生成工具,完全开源、免费、无需登录,可私有化部署,链接永久有效!
C 65 64 80 71 0 52 95 94
10532
gulbaki
A Model Context Protocol server that enables LLMs to explore and interact with …
C 65 55 57 58 23 80 100
10533
fourcolors
Provides a 'reflect' tool that creates cognitive checkpoints for AI assistants,…
C 65 55 60 57 24 81 96
10534
Sunwood-ai-labs
This TypeScript-based MCP server enables users to manage and summarize text not…
C 65 55 78 67 21 80 66
10535
TakanariShimbo
quickchart-mcp-server Claim 1
This Model Context Protocol (MCP) server provides powerful visualization tools …
C 65 55 70 58 24 80 85
10536
aldrin-labs
Metal MCP Server Claim 1
Enables interaction with the Metal Framework by providing documentation search …
C 65 55 78 53 13 80 89
10537
gotalab
A server that enables executing and validating SQL queries against Google BigQu…
C 65 55 60 100 20 81 47
10538
Nithishkaranam2002
FinRAG-MCP Claim
Enables secure role-based querying of company documents across different depart…
C 65 55 44 72 24 81 98
10539
hiono
MCP-CMake Claim
A Gradio-based MCP server for comprehensive CMake project management that enabl…
C 65 55 62 56 35 81 88
10540
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
10541
SamDreamsMaker
facturx-mcp Claim 1
An MCP server for electronic invoicing that enables generating, validating, and…
C 65 55 75 82 33 81 38
10542
alexjsmith0115
Synapse Claim 2
Synapse indexes C# codebases into a FalkorDB-backed graph to provide deep struc…
C 65 54 90 27 N/A 29 87 80
10543
instructa
mcp-starter Claim
A super simple Starter to build your own MCP Server
C 65 55 66 100 N/A 45 95 2
10544
khanhs-234
TOOL4LM Claim
A multi-tool MCP server that enhances local LLMs with web search, document read…
C 65 55 66 82 40 81 47
10545
gqy20
Protein MCP Server Claim
Enables searching, retrieving, and downloading protein structure data from the …
C 65 55 76 36 60 82 72
10546
adetxt
SQL MCP Server Claim 1
A Model Context Protocol server that provides a standardized interface for inte…
C 65 55 63 82 N/A 22 95 46
10547
Danushkumar-V
An MCP server that integrates with Discord to provide AI-powered features.
C 65 66 81 75 0 53 80 99
10548
mcuellar
Automates resume tailoring by formatting job descriptions, using AI to customiz…
C 65 54 72 30 N/A 21 95 100
10549
terasum
A Model Context Protocol server that provides color conversion between multiple…
C 65 54 57 60 N/A 16 94 90
10550
jezweb
Enables AI assistants to search, validate, and retrieve Australian postcode and…
C 65 55 78 35 22 84 98
Showing 10501–10550 of 57580 servers
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