MCP Server Quality Scores

Independent quality analysis of 66455 public MCP servers

66455
Discovered
31797
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6401
axelterrier
Plex Assistant MCP Claim
Enables users to manage and control their Plex media library through natural la…
B 72 55 78 66 21 81 100
6402
JavierDevCol
DevDocs MCP Server Claim
Provides AI models with direct access to documentation for over 600 technologie…
B 72 55 88 60 27 83 91
6403
sujalpat1810
OrgFlow MCP Claim
Enables comprehensive organizational data management including employee trackin…
B 72 55 84 66 24 81 92
6404
PierrunoYT
Provides AI image generation capabilities using Bytedance's SeedDream 4.0 model…
B 72 55 96 82 47 81 40
6405
365903728-oss
✨ 为你的 AI 助手装上 B 站的眼睛:一键提取视频字幕与热门评论,助力高效信息总结 🚀 ✨ Equip your AI assistant with "B…
B 72 55 84 100 45 81 35
6406
code4mk
Provides travel planning tools for Cox's Bazar, Bangladesh, including weather f…
B 72 55 78 63 49 81 85
6407
KianSalem
griptape-mcp Claim
Provides AI assistants with direct access to official Griptape framework docume…
B 72 54 70 35 N/A 72 95 92
6408
shoumikdc
arXiv Explorer Claim
Discover new arXiv papers by category or keyword. Get daily updates with adjust…
B 72 54 76 57 N/A 29 95 95
6409
mamertofabian
ElevenLabs MCP Server Claim 1
Integrates with ElevenLabs text-to-speech API.
B 72 55 84 48 48 81 95
6410
vdmeu
registrum-mcp Claim 2
UK Companies House data via the Registrum API — search companies, get enriched …
B 72 55 74 100 39 83 50
6411
Junhan2
Enables AI image generation, editing, composition, and style transfer in Claude…
B 72 55 60 77 47 81 94
6412
guhcostan
Web Search MCP Claim
Enables web searching via DuckDuckGo and extracting readable content from any U…
B 72 55 70 61 54 80 92
6413
h0ck3ystyx
Synergy/DE MCP Server Claim 1
A read-only server that exposes Synergy/DE documentation as tools and resources…
B 72 55 78 63 29 84 93
6414
semioz
bluesky-mcp Claim 1
A Model Context Protocol (MCP) server for Bluesky that can post on your behalf …
B 72 54 69 71 25 90 97
6415
HZYAI
RAGScore Claim
Generate QA datasets & evaluate RAG systems with failure diagnosis. Any LLM.
B 72 54 82 40 N/A 79 75 89
6416
MayssenBHA
Provides tools for fetching real-time news and performing AI-powered sentiment …
B 72 55 90 60 21 81 93
6417
SvenTern
Email MCP Server Claim
An HTTP/SSE wrapper for the IMAP MCP server that enables users to read, search,…
B 72 55 84 66 29 82 85
6418
bsmi021
Filesystem MCP Server Claim 3
A Model Context Protocol server that provides file system operations, analysis,…
B 72 54 79 56 N/A 36 87 93
6419
tellahq
Provides comprehensive access to the Plain.com API with over 70 tools for manag…
B 72 55 68 72 32 82 100
6420
mario-andreschak
A Model Context Protocol server that enables LLMs to interact with a GameBoy em…
B 72 54 59 58 N/A 45 95 100
6421
scoutapp
scout-mcp-local Claim 1
An MCP server for Scout Monitoring data interactions.
B 72 54 69 43 N/A 67 83 100
6422
acidsolution
Schwab MCP Server Claim 1
A read-only MCP server that provides access to Charles Schwab account data and …
B 72 55 84 68 21 80 95
6423
ryaker
day-planner-mcp Claim 1
An MCP App that renders an interactive dashboard in Claude conversations to uni…
B 72 55 84 60 30 82 90
6424
LumabyteCo
clarifyprompt Claim
AI prompt optimization for 58+ platforms across 7 categories with custom platfo…
B 72 54 60 58 N/A 76 81 94
6425
NOVA-3951
Parcel MCP Server Claim
Enables AI assistants to track and manage deliveries by interacting with the Pa…
B 72 55 72 67 32 80 99
6426
yupengfei1209
Implements Model Context Protocol (MCP) to enable interaction with CODING DevOp…
B 72 55 80 68 43 80 82
6427
newerton
Investidor10 MCP Server
B 72 55 72 52 68 82 86
6428
hridaya423
Memory Server MCP Claim 1
Provides persistent memory storage with advanced features like tagging, content…
B 72 54 78 53 N/A 42 90 92
6429
imgwho
cwprep-mcp Claim
Generating Tableau Prep data flow (.tfl) files
B 72 55 84 40 61 83 90
6430
proerror77
A microservice that wraps Xiaohongshu (Little Red Book) API into a RESTful API …
B 72 55 80 71 18 82 97
6431
firetix
A Model Context Protocol server providing security vulnerability intelligence t…
B 72 55 75 55 48 82 98
6432
cbwinslow
OpenDiscourse MCP Claim 1
Enables access to comprehensive U.S. legislative and governmental data from Gov…
B 72 55 84 65 33 76 93
6433
heyjustinai
Prompt Ops MCP Claim
Optimizes prompts using meta-prompting techniques through a two-turn approach t…
B 72 55 78 63 44 81 87
6434
hald
Things MCP Server Claim
Enables interaction with the Things app through Claude Desktop, allowing task c…
B 72 54 68 40 N/A 79 90 92
6435
markschaake
brain-mcp Claim 1
An MCP server that provides persistent semantic memory backed by PostgreSQL and…
B 72 54 63 75 35 90 88
6436
ArchivierteRepositories
Enables developers to access kintone API specifications, field type documentati…
B 72 55 84 50 49 81 90
6437
jeffmm
NYTimes MCP Claim
Enables access to New York Times content through 5 specialized tools including …
B 72 55 74 68 45 81 87
6438
ahmetenesdur
Fibrous MCP Server Claim
Provides tools for multi-chain DeFi operations using the Fibrous SDK, enabling …
B 72 55 72 66 33 81 98
6439
bharath-krishna
mcp-test Claim
A simple MCP server with an echo tool for testing purposes
B 72 55 74 100 N/A 29 95 45
6440
drvova
Discord MCP Server Claim
Enables comprehensive Discord bot management and server operations through MCP,…
B 72 55 84 68 52 81 67
6441
OtotaO
Provides tools for optimizing, fine-tuning, and deploying large language models…
B 72 55 90 100 20 81 44
6442
arre-ankit
A simple server that integrates with Claude to allow querying and manipulating …
B 72 55 90 61 20 81 94
6443
ClawPact
Connects AI agents to the ClawPact marketplace, enabling them to discover tasks…
B 72 55 72 72 32 77 97
6444
gogouravr
FastMCP Demo Claim
A demonstration TypeScript MCP server that showcases basic MCP concepts with si…
B 72 55 84 83 N/A 28 95 51
6445
westsideori
Cursor A11y MCP Claim 1
Provides accessibility testing capabilities through CLI, helping identify acces…
B 72 54 78 57 N/A 38 90 91
6446
t0ster
Meme Generator MCP Claim
Generates custom memes with text overlays using pre-configured templates. Suppo…
B 72 54 66 58 N/A 45 95 91
6447
smhnkmr
A server that provides real-time cryptocurrency data through the Model Context …
B 72 55 72 62 37 81 100
6448
ShcRes
A Model Context Protocol (MCP) server that generates Excel templates conforming…
B 72 55 84 65 43 81 76
6449
csrts
Metaso MCP Server Claim
Provides AI-powered web search, full-page content extraction, and search-enhanc…
B 72 55 78 75 21 81 90
6450
yravinderkumar33
Integrates with Clockify time tracking API to retrieve user information, manage…
B 72 55 72 100 39 81 57
Showing 6401–6450 of 66455 servers
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