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
6401
rahulretnan
Enables AI assistants to enhance their responses with relevant documentation th…
B 72 5⁄5 ◉ ⏳ 84 61 — 35 76 94
6402
matteoantoci
Enables programmatic access to Bitpanda cryptocurrency exchange features includ…
B 72 5⁄5 ◉ ⏳ 84 100 — 28 81 45
6403
utkarsh-portfolio
MCP PropTech ⚡ Claim
Enables AI agents to automate property maintenance workflows by managing ticket…
B 72 5⁄5 ◉ ⏳ 80 65 — 30 81 91
6404
happyvertical
Enables querying the SMRT framework documentation by automatically routing ques…
B 72 5⁄5 ◉ ⏳ 86 58 — 30 81 95
6405
chazmaniandinkle
A Model Context Protocol server that transforms video downloading into a tool-b…
B 72 5⁄5 ◉ ⏳ 75 60 — 40 80 98
6406
RealDealCPA-VR
Automates comprehensive accounting workflows including bookkeeping, tax plannin…
B 72 5⁄4 ◉ ⏳ 80 55 N/A 21 95 96
6407
tagny
Tagny MCP Server ⚡ Claim
Enables web browsing capabilities for locally served LLMs through URL text fetc…
B 72 5⁄5 ◉ ⏳ 82 31 — 71 81 99
6408
swairshah
InputMCP ⚡ Claim
Enables collecting contextual user input through a dedicated Electron window in…
B 72 5⁄5 ◉ ⏳ 84 82 N/A 49 95 35
6409
ningen
Enables searching and browsing Qiita articles, including filtering by tags and …
B 72 5⁄5 ◉ ⏳ 72 72 — 29 80 98
6410
tembo
Tembo MCP Server ⚡ Claim 1
Enables interaction with the Tembo API to manage organization tasks and view en…
B 72 5⁄5 ◉ ⏳ 72 71 — 24 82 98
6411
renepajta
m365-copilot-mcp ⚡ Claim
Integrates Microsoft 365 enterprise data into GitHub Copilot and Claude Desktop…
B 72 5⁄5 ◉ ⏳ 72 67 — 47 82 89
6412
markswendsen-code
Allows users to search for products, access detailed nutritional and allergen i…
B 72 5⁄5 ◉ ⏳ 90 52 — 30 80 99
6413
mindflowedstudios
Connects Claude Desktop to GoHighLevel CRM with 269+ tools for comprehensive co…
B 72 5⁄5 ◉ ⏳ 84 68 — 29 76 91
6414
AgentOps-AI
AgentOps MCP ⚡ Claim 1
The AgentOps MCP server provides access to observability and tracing data for d…
B 72 5⁄5 ◉ ⏳ 78 68 — 28 80 95
6415
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
6416
tellahq
Provides comprehensive access to the Plain.com API with over 70 tools for manag…
B 72 5⁄5 ◉ ⏳ 68 72 — 32 82 100
6417
reallycleansauce
Enables interaction with Overseerr API to manage movie and TV show requests, al…
B 72 5⁄5 ◉ ⏳ 84 66 — 22 80 96
6418
gogouravr
FastMCP Demo ⚡ Claim
A demonstration TypeScript MCP server that showcases basic MCP concepts with si…
B 72 5⁄5 ◉ ⏳ 84 83 N/A 28 95 51
6419
ahmetenesdur
Fibrous MCP Server ⚡ Claim
Provides tools for multi-chain DeFi operations using the Fibrous SDK, enabling …
B 72 5⁄5 ◉ ⏳ 72 66 — 33 81 98
6420
RadiumGu
AWS FIS MCP Server ⚡ Claim 1
Enables interaction with AWS Fault Injection Service to create, manage, and exe…
B 72 5⁄5 ◉ ⏳ 54 82 — 42 82 98
6421
bharath-krishna
mcp-test ⚡ Claim
A simple MCP server with an echo tool for testing purposes
B 72 5⁄5 ◉ ⏳ 74 100 N/A 29 95 45
6422
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
6423
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
6424
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
6425
suckerfish
Enables fetching, searching, and analyzing YouTube video transcripts in multipl…
B 72 5⁄5 ◉ ⏳ 88 58 — 27 81 94
6426
katsuhirohonda
Integrates Backlog project management with Claude via Model Context Protocol, e…
B 72 5⁄5 ◉ ⏳ 78 68 — 19 81 99
6427
pipethedev
Connects AI assistants to Supabase projects, enabling them to manage tables, qu…
B 72 5⁄5 ◉ ⏳ 84 65 — 44 81 79
6428
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
6429
SegfaultSorcerer
heap-seance ⚡ Claim 1
Java memory leak diagnostics via jcmd, jmap, jstat, JFR, Eclipse MAT, and async…
B 72 5⁄4 ◉ ⏳ 72 43 N/A 65 90 92
6430
Huan-zhaojun
mcp-safe-proxy ⚡ Claim
A lightweight stdio proxy that intercepts and rewrites MCP tool annotations to …
B 72 5⁄4 ◉ ⏳ 84 30 N/A 54 89 100
6431
TehilaTheStudent
Enables interaction with Huawei Cloud Container Engine (CCE) through proprietar…
B 72 5⁄4 ◉ ⏳ 66 72 N/A 32 84 100
6432
awee1453
RSS-MCP ⚡ Claim
Professional RSS/Atom feed management system with AI-powered analytics includin…
B 72 5⁄5 ◉ ⏳ 66 60 — 64 81 88
6433
yunfeizhu
MCP Mail Server ⚡ Claim 1
A Model Context Protocol server that enables email operations through POP3 and …
B 72 5⁄5 ◉ ⏳ 75 52 — 51 81 100
6434
PierrunoYT
Provides AI image generation capabilities using Bytedance's SeedDream 4.0 model…
B 72 5⁄5 ◉ ⏳ 96 82 — 47 81 40
6435
pgzhang
MCP Google Server ⚡ Claim 2
A Model Context Protocol server providing web search capabilities using Google …
B 72 5⁄5 ◉ ⏳ 63 68 — 46 80 100
6436
walid-koleilat
MCP Podcast Scraper ⚡ Claim 1
An MCP server that scrapes and transcribes podcast episodes from YouTube or RSS…
B 72 5⁄4 ◉ ⏳ 75 58 N/A 29 95 95
6437
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
6438
dpunj
tldraw-mcp ⚡ Claim
A minimal MCP server for AI-driven canvas manipulation and visualization using …
B 72 5⁄4 ◉ ⏳ 68 58 N/A 47 90 94
6439
Text2Go
Helps refine AI-generated content to sound more natural and human-like. Built w…
B 72 5⁄5 ◉ ⏳ 94 52 — 41 81 82
6440
unlikefraction
Directory rating websites on AI-agent-friendliness. Search, lookup, and submit.
B 72 6⁄6 ◉ ⏳ 60 86 82 21 77 91
6441
browsermcp
mcp ⚡ Claim
Automate your local Chrome browser
B 72 5⁄5 ◉ ⏳ 68 60 N/A 50 80 99
6442
Octember
Provide comprehensive flight and accommodation search capabilities using the Du…
B 72 5⁄4 ◉ ⏳ 88 66 N/A 27 90 73
6443
flothjl
lsp-mcp ⚡ Claim
A multi-language code analysis server that helps LLMs or humans automatically l…
B 72 5⁄4 ◉ ⏳ 72 58 N/A 41 90 94
6444
HorkyChen
A simple FastAPI-based MCP server that provides book-related tools, currently s…
B 72 5⁄4 ◉ ⏳ 86 33 N/A 40 95 100
6445
Jacob-Stokes
Enables interaction with Monica CRM instances to manage contacts, activities, t…
B 72 5⁄5 ◉ ⏳ 84 72 — 25 81 84
6446
junqing258
PlantUML MCP Server ⚡ Claim 1
Enables AI assistants to generate UML diagrams from text descriptions using Pla…
B 72 5⁄4 ◉ ⏳ 78 58 N/A 27 87 100
6447
DynamicEndpoints
Provides access to FantasyPros API for retrieving sports data including news, p…
B 72 5⁄5 ◉ ⏳ 78 70 — 22 82 96
6448
GreyC
Jules API MCP ⚡ Claim 1
An MCP server that enables users to manage Google's Jules AI coding agent sessi…
B 72 5⁄5 ◉ ⏳ 63 62 — 53 80 100
6449
meetdhanani17
xgmem ⚡ Claim 2
A TypeScript-based MCP server that provides project-specific knowledge graph me…
B 72 5⁄5 ◉ ⏳ 94 83 — 43 82 44
6450
KaranThink41
Keka MCP Server ⚡ Claim
Integrates with Keka HR platform to manage employee profiles, attendance, leave…
B 72 5⁄5 ◉ ⏳ 78 66 — 25 81 99
Showing 6401–6450 of 69027 servers
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