MCP Server Quality Scores

Independent quality analysis of 66475 public MCP servers

66475
Discovered
31805
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7801
stefanspycher
Provides comprehensive CRUD access to Anki flashcard data via MCP, enabling Cla…
B 70 54 78 56 N/A 16 90 99
7802
lowcodelocky2
Xano MCP Server Claim 1
Enables AI assistants to manage Xano databases through the Model Context Protoc…
B 70 55 72 75 20 71 98
7803
aaronsb
google-workspace-mcp Claim 1
A Model Context Protocol (MCP) server that provides authenticated access to Goo…
B 70 64 94 72 0 77 90 93
7804
banant2
foglift-mcp Claim 1
MCP server for website SEO + GEO analysis. Scan any URL to get scores across 5 …
B 70 55 79 31 70 78 95
7805
tensakulabs
telegram-mcp Claim
A minimal Model Context Protocol server for interacting with Telegram bots via …
B 70 55 66 43 64 80 100
7806
dino65-dev
Provides real-time financial data from Yahoo Finance to Large Language Models t…
B 70 55 72 58 36 81 99
7807
aliiqbal208
Medium MCP Server Claim
Enables AI assistants to interact with Medium's platform for publishing, updati…
B 70 55 68 68 24 81 98
7808
sworddut
MCP FFmpeg Helper Claim 2
A lightweight server that exposes FFmpeg's video processing capabilities to AI …
B 70 55 84 75 N/A 51 87 39
7809
harshkedia177
Axon Claim 1
A graph-powered code intelligence engine that indexes codebases into a structur…
B 70 54 60 41 N/A 63 94 96
7810
baranwang
MCP Deep Research Claim
Enables web search and deep research capabilities through the Tavily API, allow…
B 70 55 76 100 45 81 34
7811
achautha
An interactive tool for visualizing and managing budget allocations across busi…
B 70 55 68 67 30 84 94
7812
Tairon-ai
Enables AI assistants to interact with the Plasma Network blockchain testnet, s…
B 70 55 66 61 44 80 98
7813
sidlendhe
TickTick MD MCP Claim
Enables AI integration with TickTick to manage tasks, projects, and tags throug…
B 70 55 78 41 50 80 100
7814
chris-enea
Enables text manipulation in Adobe InDesign documents via Claude Desktop by pro…
B 70 54 78 48 N/A 16 95 98
7815 B 70 55 76 63 42 78 84
7816
qingpengchen2011
Enables compilation and serving of Manim animations through natural language. S…
B 70 54 78 56 N/A 19 95 90
7817
druce
A Python-based FastMCP server that provides financial tools for securities anal…
B 70 55 86 48 25 81 100
7818
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
7819
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
7820
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
7821
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
7822
ranveer0323
Allows Claude and other MCP clients to access real-time and historical stock ma…
B 70 55 70 63 43 81 88
7823
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
7824
dennisonbertram
Brex MCP Server Claim
Enables interaction with Brex financial data including expenses, budgets, trans…
B 70 55 56 70 57 82 86
7825
ChanMeng666
A Model Context Protocol server that provides Google Jobs search capabilities t…
B 70 55 85 38 54 81 88
7826
nabid-pf
Enables AI assistants to analyze and summarize YouTube videos by extracting cap…
B 70 55 60 58 52 81 100
7827
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
7828
zalab-inc
Provides a tool for dynamic and reflective problem-solving by breaking complex …
B 70 54 78 55 N/A 20 95 88
7829
demomagic
Provides comprehensive integration with the Maiga API for cryptocurrency analys…
B 70 55 66 67 35 83 94
7830
vbrail
Provides secure access to Figma designs through Cursor IDE using a personal acc…
B 70 55 78 56 30 83 94
7831
knmurphy
Facilitates secure and type-safe interactions with both v1 and v2 of the Glide …
B 70 55 90 100 17 81 37
7832
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
7833
AndrewCTF
An MCP server that enables searching YouTube and retrieving high-accuracy video…
B 70 44 41 N/A N/A 48 95 97
7834
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
7835
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
7836
nonsleepr
Enables dynamic instrumentation of running processes through Frida, allowing us…
B 70 55 74 71 24 80 91
7837
jb-7-jay
Enables interaction with MongoDB databases through user management tools includ…
B 70 55 78 61 21 81 98
7838
robertoamoreno
A TypeScript-based MCP server that enables AI assistants to interact with Couch…
B 70 55 84 100 19 81 42
7839
developkariyer
A scalable, auto-discovering Model Context Protocol server that dynamically loa…
B 70 54 78 56 N/A 16 95 93
7840
NehaSJ99
Enables users to fetch real-time weather alerts from the National Weather Servi…
B 70 55 86 36 45 81 98
7841
Snack-JPG
Enables AI assistants to interact with Godot game projects through real-time er…
B 70 55 78 43 46 81 96
7842
clockworked247
Enables searching for flights (one-way, round-trip, multi-city) and hotels usin…
B 70 55 88 66 20 81 77
7843
michaelpine25
Google Drive MCP Claim
Connects Claude Desktop to Google Drive, allowing Claude to access and interact…
B 70 54 66 56 N/A 23 95 100
7844
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
7845
gabbar910
Integrates Jira and GitLab to enable AI agents to seamlessly manage issues, cre…
B 70 55 78 58 27 76 100
7846
mizchi
Lighthouse MCP Claim
Enables AI models to perform Google Lighthouse website performance analysis, in…
B 70 55 78 53 33 81 96
7847
c3budiman
MCP Ping Server Claim 1
Provides a ping tool to check connectivity and measure latency to any hostname …
B 70 55 74 57 39 76 100
7848
PlayAINetwork
Provides access to AI-related crypto and Web3 news through the ChainGPT AI News…
B 70 55 60 71 44 82 91
7849
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
7850
ampcome-mcps
Notion MCP Server Claim
Connects AI assistants to Notion workspaces, allowing users to search, create, …
B 70 55 72 68 21 82 93
Showing 7801–7850 of 66475 servers
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