MCP Server Quality Scores

Independent quality analysis of 66475 public MCP servers

66475
Discovered
31805
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7851
withLinda
A Model Context Protocol server that enables AI assistants to control a real we…
B 70 54 81 36 N/A 39 95 95
7852
samay58
Time MCP Claim 1
A Claude Model Configuration Protocol (MCP) server that provides real-time time…
B 70 54 66 58 N/A 20 94 100
7853
osamaloup
Provides file system operations (read, write, list, delete) and Git repository …
B 70 55 78 53 26 81 100
7854
oharkins
Provides comprehensive access to real-time weather data, forecasts, historical …
B 70 55 60 71 29 82 100
7855
guangxiangdebizi
MySQL MCP Server Claim
Enables AI assistants to securely connect to and manage MySQL databases with su…
B 70 55 84 36 59 80 89
7856
spencer-life
Exposes LangChain and Anthropic Claude capabilities as tools for generating pro…
B 70 55 90 42 42 83 86
7857
dino65-dev
Provides real-time financial data from Yahoo Finance to Large Language Models t…
B 70 55 72 58 36 81 99
7858
JacerOmri
OpenAPI MCP Server Claim
A command-line tool that transforms any OpenAPI service into a Model Context Pr…
B 70 55 88 67 50 81 52
7859
stefanspycher
Provides comprehensive CRUD access to Anki flashcard data via MCP, enabling Cla…
B 70 54 78 56 N/A 16 90 99
7860
yusufsenyer
Provides weather data using Open-Meteo API with support for current weather, 24…
B 70 55 78 100 21 81 50
7861
afarhadi99
Enables downloading and AI-powered transcription of Twitter Spaces audio record…
B 70 55 80 57 19 81 100
7862 B 70 55 76 63 42 78 84
7863
qingpengchen2011
Enables compilation and serving of Manim animations through natural language. S…
B 70 54 78 56 N/A 19 95 90
7864
prasadabhishek
photographi-mcp Claim
Visual Intelligence Command Center: A Local Computer Vision Engine for Photo Li…
B 70 54 66 30 N/A 79 95 87
7865
pyang2045
TWSE MCP Server Claim
Provides real-time access to Taiwan Stock Exchange market data, financial repor…
B 70 55 88 91 30 81 39
7866
druce
A Python-based FastMCP server that provides financial tools for securities anal…
B 70 55 86 48 25 81 100
7867
kablewy
FRED MCP Server Claim 3
A Model Context Protocol server that provides tools to search and retrieve econ…
B 70 55 79 67 19 83 90
7868
heygen-com
Heygen MCP Server Claim
Enables Claude Desktop and Agents to generate AI avatars and videos through the…
B 70 55 66 71 24 81 97
7869
Magic-Sauce
Enables generation of various chart types (bar, line, pie, radar, etc.) using Q…
B 70 55 94 82 42 81 32
7870
ranveer0323
Allows Claude and other MCP clients to access real-time and historical stock ma…
B 70 55 70 63 43 81 88
7871
anishphilip012git
WireMCP Secure Claim
Production-ready MCP server for real-time network traffic analysis and packet c…
B 70 54 54 73 N/A 29 95 93
7872
ChanMeng666
A Model Context Protocol server that provides Google Jobs search capabilities t…
B 70 55 85 38 54 81 88
7873
dennisonbertram
Brex MCP Server Claim
Enables interaction with Brex financial data including expenses, budgets, trans…
B 70 55 56 70 57 82 86
7874
nabid-pf
Enables AI assistants to analyze and summarize YouTube videos by extracting cap…
B 70 55 60 58 52 81 100
7875
hetpatel-11
Supermemory MCP Claim 1
An MCP server that enables users to visualize Supermemory document data as an i…
B 70 55 51 75 48 80 94
7876
strangelove-ventures
Web3 MCP Server Claim
A Model-Context-Protocol server enabling users to perform basic operations on S…
B 70 55 74 60 45 74 91
7877
bugzy-ai
Resend MCP Server Claim
Enables sending single and batch emails through the Resend API with support for…
B 70 55 80 62 24 81 93
7878
zalab-inc
Provides a tool for dynamic and reflective problem-solving by breaking complex …
B 70 54 78 55 N/A 20 95 88
7879
demomagic
Provides comprehensive integration with the Maiga API for cryptocurrency analys…
B 70 55 66 67 35 83 94
7880
dynamicendpoints
etsy-mcp Claim
Search Etsy listings, fetch shop details, and explore trending products. Create…
B 70 54 78 53 N/A 23 95 89
7881
vbrail
Provides secure access to Figma designs through Cursor IDE using a personal acc…
B 70 55 78 56 30 83 94
7882
knmurphy
Facilitates secure and type-safe interactions with both v1 and v2 of the Glide …
B 70 55 90 100 17 81 37
7883
AndrewCTF
An MCP server that enables searching YouTube and retrieving high-accuracy video…
B 70 44 41 N/A N/A 48 95 97
7884
nonsleepr
Enables dynamic instrumentation of running processes through Frida, allowing us…
B 70 55 74 71 24 80 91
7885
alexcandrabersiva
binance-futures-mcp Claim 2
Comprehensive Binance Futures trading MCP server with 41 professional trading t…
B 70 55 72 91 60 80 39
7886
robertoamoreno
A TypeScript-based MCP server that enables AI assistants to interact with Couch…
B 70 55 84 100 19 81 42
7887
solomonneas
wazuh-mcp Claim 1
An MCP server for the Wazuh SIEM/XDR platform that enables users to query agent…
B 70 55 57 62 53 83 95
7888
Snack-JPG
Enables AI assistants to interact with Godot game projects through real-time er…
B 70 55 78 43 46 81 96
7889
developkariyer
A scalable, auto-discovering Model Context Protocol server that dynamically loa…
B 70 54 78 56 N/A 16 95 93
7890
jb-7-jay
Enables interaction with MongoDB databases through user management tools includ…
B 70 55 78 61 21 81 98
7891
isshiki-dev
KB-MCP Server Claim
A local-first knowledge base server that enables AI clients to store, retrieve,…
B 70 54 70 53 N/A 28 90 99
7892
NehaSJ99
Enables users to fetch real-time weather alerts from the National Weather Servi…
B 70 55 86 36 45 81 98
7893
mizchi
Lighthouse MCP Claim
Enables AI models to perform Google Lighthouse website performance analysis, in…
B 70 55 78 53 33 81 96
7894
FaithCoderLab
NicePay MCP Server Claim
Enables developers to search and access NicePay payment API documentation, incl…
B 70 55 72 100 N/A 44 95 26
7895
gensecaihq
pfsense-mcp-server Claim
pfSense MCP Server enables security administrators to manage their pfSense fire…
B 70 55 82 43 N/A 46 76 98
7896
PlayAINetwork
Provides access to AI-related crypto and Web3 news through the ChainGPT AI News…
B 70 55 60 71 44 82 91
7897
gabbar910
Integrates Jira and GitLab to enable AI agents to seamlessly manage issues, cre…
B 70 55 78 58 27 76 100
7898
disruption-hub
payloadcmsmcp Claim 1
Payload CMS MCP Server
B 70 55 62 71 N/A 51 78 87 HT
7899
SailFish-Finance
An MCP server that provides tools for interacting with EDUCHAIN, allowing Claud…
B 70 55 75 100 48 69 48
7900
cr21
RAG-MCP Claim
Simple RAG implementation from scratch using MCP, focusing on Perception, Memor…
B 70 54 66 53 N/A 44 90 94
Showing 7851–7900 of 66475 servers
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