MCP Server Quality Scores

Independent quality analysis of 69027 public MCP servers

69027
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 5 hours, 42 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6451
microsoft
mcp-for-beginners ✓ Claim
This open-source curriculum introduces the fundamentals of Model Context Protoc…
B 72 5⁄4 ◉ ⏳ 90 25 N/A 57 90 95 JU
6452
reallycleansauce
Enables interaction with Overseerr API to manage movie and TV show requests, al…
B 72 5⁄5 ◉ ⏳ 84 66 — 22 80 96
6453
bitnovo
MCP Bitnovo Pay ⚡ Claim
Enables AI agents to create cryptocurrency payments, check payment status, gene…
B 72 5⁄5 ◉ ⏳ 78 46 — 71 81 87
6454
TechKampe
Enables interaction with Viterbit recruitment API for managing candidates, jobs…
B 72 5⁄5 ◉ ⏳ 84 67 — 22 82 91
6455
MichaelYangjson
A TypeScript-based server that converts static images into animated videos with…
B 72 5⁄5 ◉ ⏳ 78 65 — 40 78 92
6456
archerlliu
Enables users to query and retrieve the current Beijing time in multiple format…
B 72 5⁄5 ◉ ⏳ 84 60 — 39 81 89
6457
BierschneiderEmanuel
Provides advanced document search and processing capabilities through vector st…
B 72 5⁄5 ◉ ⏳ 90 50 — 36 81 93
6458
maorcc
gimp-mcp ⚡ Claim
GIMP MCP server
B 72 5⁄4 ◉ ⏳ 78 36 N/A 59 95 94
6459
samwang0723
Allows controlling Apple Music on macOS through an MCP server that supports pla…
B 72 5⁄4 ◉ ⏳ 68 72 N/A 27 87 99
6460
GetPercept
Give your AI agent ears — ambient voice intelligence with 8 MCP tools for Claud…
B 72 5⁄4 ◉ ⏳ 84 38 N/A 55 90 92
6461
shibuiwilliam
Zenn MCP Server ⚡ Claim 2
An unofficial Model Context Protocol server for Zenn that enables fetching arti…
B 72 5⁄5 ◉ ⏳ 72 100 N/A 41 94 39
6462
KasarLabs
Snak Claim
Build powerful and secure AI agents powered by Starknet.
B 72 5⁄5 ◉ ⏳ 90 33 — 58 82 94
6463
H4RR1SON
Provides access to the Covertlabs infostealer intelligence platform to search f…
B 72 5⁄5 ◉ ⏳ 84 46 — 44 81 97
6464
davidcaraman
Processes documents, analyzes GitHub repositories, and researches companies usi…
B 72 5⁄4 ◉ ⏳ 78 66 N/A 18 95 91
6465
markswendsen-code
Allows users to search for products, access detailed nutritional and allergen i…
B 72 5⁄5 ◉ ⏳ 90 52 — 30 80 99
6466
Bluente
bluente-translate ⚡ Claim
Translate your documents with formatting intact in 2 minutes
B 72 5⁄5 ◉ ⏳ 60 73 — 66 80 85
6467
selfxyz
Self MCP Server ⚡ Claim
Enables developers to integrate privacy-preserving identity verification from t…
B 72 5⁄5 ◉ ⏳ 62 82 — 49 81 80
6468
yhai3596
Enables users to analyze, search, and export chat logs from various platforms t…
B 72 5⁄5 ◉ ⏳ 86 57 — 49 82 77
6469
llm-graph
FastPostgresMCP ⚡ Claim
A blazing fast MCP server that enables AI agents to interact with multiple Post…
B 72 5⁄5 ◉ ⏳ 72 66 — 47 81 89
6470
PancrePal-xiaoyibao
ChiCTR MCP Server ⚡ Claim
Enables querying clinical trial information from the Chinese Clinical Trial Reg…
B 72 5⁄5 ◉ ⏳ 88 100 — 45 81 30
6471
uday210
Salesforce MCP Server ⚡ Claim 2
A Model Context Protocol server that enables interaction with Salesforce throug…
B 72 5⁄5 ◉ ⏳ 75 71 — 20 81 100
6472
eternnoir
AI Studio MCP Server ⚡ Claim 1
A Model Context Protocol server that connects to Google AI Studio/Gemini API, e…
B 72 5⁄5 ◉ ⏳ 81 68 — 27 81 91
6473
matteoantoci
Enables programmatic access to Bitpanda cryptocurrency exchange features includ…
B 72 5⁄5 ◉ ⏳ 84 100 — 28 81 45
6474
RealDealCPA-VR
Automates comprehensive accounting workflows including bookkeeping, tax plannin…
B 72 5⁄4 ◉ ⏳ 80 55 N/A 21 95 96
6475
chazmaniandinkle
A Model Context Protocol server that transforms video downloading into a tool-b…
B 72 5⁄5 ◉ ⏳ 75 60 — 40 80 98
6476
dfrho
MCP Weather Server ⚡ Claim
Provides real-time weather forecasts and active weather alerts for US locations…
B 72 5⁄5 ◉ ⏳ 74 62 — 32 83 100
6477
apeyroux
MCP XMind Server ⚡ Claim 2
A Model Context Protocol server that allows intelligent analysis and querying o…
B 72 5⁄5 ◉ ⏳ 45 100 N/A 54 95 63
6478
khandrew1
Usher MCP Claim
Enables users to search and view detailed movie information from TMDB, includin…
B 72 5⁄5 ◉ ⏳ 74 62 — 35 80 100
6479
adamsmaka
Flutter MCP ⚡ Claim
A real-time server that provides Flutter/Dart documentation and pub.dev package…
B 72 5⁄4 ◉ ⏳ 78 38 N/A 67 95 83
6480
anis-marrouchi
A Model Context Protocol server that converts diverse file types, including PDF…
B 72 5⁄5 ◉ ⏳ 63 70 — 45 81 96
6481
Octember
Provide comprehensive flight and accommodation search capabilities using the Du…
B 72 5⁄4 ◉ ⏳ 88 66 N/A 27 90 73
6482
dili414
ControlAPI-MCP ⚡ Claim 2
An MCP server that dynamically converts any OpenAPI or REST API into MCP tools,…
B 72 5⁄5 ◉ ⏳ 77 55 — 48 82 95
6483
mauricio-cantu
Query a variety of data from Brasil resources seamlessly. Access information on…
B 72 5⁄4 ◉ ⏳ 76 55 N/A 28 94 100
6484
InfraMCP
SSH MCP Server ⚡ Claim
Enables remote Linux server management via SSH, allowing command execution and …
B 72 5⁄5 ◉ ⏳ 76 43 — 67 81 98
6485
pipethedev
Connects AI assistants to Supabase projects, enabling them to manage tables, qu…
B 72 5⁄5 ◉ ⏳ 84 65 — 44 81 79
6486
awee1453
RSS-MCP ⚡ Claim
Professional RSS/Atom feed management system with AI-powered analytics includin…
B 72 5⁄5 ◉ ⏳ 66 60 — 64 81 88
6487
pistachiomatt
NanoBanana MCP ⚡ Claim 2
An MCP server that brings Google Gemini's image generation and editing capabili…
B 72 5⁄5 ◉ ⏳ 63 71 — 48 78 97
6488
cbwinslow
OpenDiscourse MCP ⚡ Claim 1
Enables access to comprehensive U.S. legislative and governmental data from Gov…
B 72 5⁄5 ◉ ⏳ 84 65 — 33 76 93
6489
mcp-use
mcp-use-ts Claim
mcp-use is the framework for MCP with the best DX - Build AI agents, create MCP…
B 72 5⁄4 ◉ ⏳ 94 27 N/A 53 90 91
6490
ProjectAtlantis-dev
Provides real-time weather data and forecasts for locations worldwide using the…
B 72 5⁄5 ◉ ⏳ 68 71 — 44 82 92
6491
LostInBrittany
A domain-specific MCP server that provides optimized API access to the RAGmonst…
B 72 5⁄5 ◉ ⏳ 80 58 — 36 80 96
6492
unlikefraction
Directory rating websites on AI-agent-friendliness. Search, lookup, and submit.
B 72 6⁄6 ◉ ⏳ 60 86 82 21 77 91
6493
minte-app
mcp-untun ⚡ Claim 1
mcp-untun
B 72 5⁄5 ◉ ⏳ 68 100 N/A 31 88 59
6494
pigmej
HomeyPro MCP Server ⚡ Claim 1
A Model Context Protocol server that enables interaction with HomeyPro home aut…
B 72 5⁄5 ◉ ⏳ 79 63 — 27 81 99
6495
mondweep
An MCP server that allows AI models to control YouTube Music playback through G…
B 72 5⁄4 ◉ ⏳ 75 58 N/A 34 95 90
6496
pranav-vijayananth
Enables Purdue University students to access their Brightspace academic data in…
B 72 5⁄4 ◉ ⏳ 94 20 N/A 45 95 100
6497
rkampani
Enables AI assistants to perform real-time web searches, fetch webpage content,…
B 72 5⁄5 ◉ ⏳ 78 70 — 22 81 94
6498
gniquil123
ZIP MCP ⚡ Claim
A powerful ZIP file processing tool that enables creating, extracting, listing,…
B 72 5⁄4 ◉ ⏳ 78 53 N/A 45 95 82
6499
BiboyQG
WeChat-MCP ⚡ Claim
WeChat-MCP: let Openclaw/Claude/ChatGPT and other AI assistants read and reply …
B 72 5⁄4 ◉ ⏳ 72 32 N/A 75 95 90
6500
cgize
Think Tool Server ⚡ Claim
Enhance Claude's reasoning capabilities with a dedicated tool for structured th…
B 72 5⁄4 ◉ ⏳ 62 55 N/A 47 94 99
Showing 6451–6500 of 69027 servers
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