MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31828
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 57 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13851
Houlong66
MNS MCP Manager Claim
A management tool for Alibaba Cloud Message Service (MNS) implemented through t…
C 56 55 48 33 23 81 92
13852
Paul-Bonneville-Labs
neemee-mcp Claim 1
MCP client library and bridge for Neemee personal knowledge management system
C 56 55 64 10 N/A 60 70 79
13853
lbaret
Transforms CSV and Excel data into Markdown-formatted vector embeddings stored …
C 56 54 60 0 N/A 35 91 94
13854
takereshui
Enables video text extraction using multiple speech recognition providers inclu…
C 56 55 66 41 28 81 57
13855
Laity624
A Model Context Protocol server that runs on Cloudflare Workers with OAuth logi…
C 56 55 39 57 26 78 75
13856
InstalabsAI
instagit Claim 1
MCP server for Instagit — AI-powered Git repository analysis for coding agents
C 56 66 51 73 0 55 72 91
13857
CooKey-Monster
Ebay MCP Server Claim 1
A Model Context Protocol server that lets you fetch auctions from Ebay.com usin…
C 56 55 63 21 37 81 75
13858
marcus-waldman
Iconsult MCP Claim 1
An architecture consulting server that reviews multi-agent systems against a kn…
C 56 66 92 41 0 29 78 91
13859
SSAFY-Seoul-Class-7
Provides AI agents with 8 stress-relief tools like coffee breaks, Netflix watch…
C 56 54 42 43 N/A 40 95 60
13860
chirag127
Provide advanced stochastic algorithms and probabilistic decision-making capabi…
C 56 64 84 42 0 31 95 80
13861
iijimam
RAGandLLM-MCP Claim
A simple MCP server that implements a note storage system with RAG capabilities…
C 56 55 78 51 23 81 28
13862
tussanakorn
MCP Blog API Claim
A simple blog API service built with FastMCP that allows users to fetch all blo…
C 56 54 48 17 N/A 21 95 100
13863
allentcm
Enables semantic search and retrieval of code files using embeddings stored in …
C 56 55 60 22 20 76 99
13864
xiaobenyang-com
temp-notes Claim
A lightweight service that provides cross conversation temporary information st…
C 56 64 72 66 0 45 95 55
13865
SiddheshDongare
Provides a comprehensive API wrapper for GitHub operations through a FastMCP-ba…
C 56 66 72 43 0 43 80 100
13866
tdu-naifen
Demo MCP Server Claim
A simple MCP server that provides a calculator tool, dynamic greeting resources…
C 56 54 48 17 N/A 21 95 100
13867
agencyenterprise
Fathom MCP Server Claim
Connect Claude to Fathom meeting recordings, transcripts, and summaries
C 56 66 84 10 0 80 82 95
13868
kpanko
todoist-mcp Claim
A Python-based MCP server for Todoist that enables comprehensive task managemen…
C 56 55 66 10 N/A 30 76 98
13869
kelseyee
Calculator MCP Claim
A numerical calculator based on Model Context Protocol (MCP) that provides simp…
C 56 54 42 30 N/A 20 95 88
13870
kibela
Kibela MCP Server Claim 1
A Model Context Protocol server that allows AI applications to interact with Ki…
C 56 66 53 51 0 66 81 100
13871
ChaosXu
PyMCP Sum Server Claim
A simple MCP server that provides integer addition functionality. Enables users…
C 56 55 48 25 23 81 100
13872
getDynamoi
Dynamoi Claim
Promote music on Spotify and grow YouTube channels through AI-powered Meta and …
C 56 66 84 10 0 65 89 95
13873
sohumsuthar
portfolio-mcp Claim 1
An MCP server for managing MDX blog posts and project data with built-in Git in…
C 56 66 63 67 0 30 76 99
13874
jayden-chmod
warrant-mcp Claim 1
An MCP server that provides formal reasoning and argument validation tools for …
C 56 54 45 28 N/A 30 94 81
13875
crowwan
Enables comprehensive control of Korean Hangul (HWP) documents with 59 features…
C 56 54 48 38 N/A 21 89 78
13876
melanieawilson
Rec-MCP Claim 1
A Model Context Protocol server that enables searching for camping facilities a…
C 56 54 35 38 N/A 16 95 91
13877
jinyinghua
simple-search Claim
Simple Tavily Search MCP Server This is a simplified version of the Tavily se…
C 56 54 36 33 N/A 40 95 81
13878
SrulyRosenblat
Enables semantic search through a Pinecone vector database containing economic …
C 56 55 48 31 22 81 95
13879
mcrimi
mcp-openhexa Claim
Enables interaction with OpenHEXA platform through Claude Desktop, allowing use…
C 56 64 68 51 0 19 95 100
13880
linkcd
Tibber MCP Claim 1
MCP Server for Tibber, a Norwegian power supplier. The Tibber MCP server provi…
C 56 54 41 20 N/A 42 95 87
13881
xiaobenyang-com
A model context protocol server that provides Berlin administrative service dat…
C 56 64 57 70 0 45 95 73
13882
cjpnice
An automation server that enables interaction with Xiaohongshu platform through…
C 56 54 42 38 N/A 18 95 81
13883
SpaceStation09
News Feed MCP Claim
Enables users to access up-to-date news through RSS feeds and read full article…
C 56 55 54 22 24 83 93
13884
mohamedouamer19
Enables comprehensive ransomware threat analysis through 25+ tools that interac…
C 56 55 56 27 16 81 92
13885
IdoY12
Enables file system operations such as listing, reading, and creating files wit…
C 56 54 48 27 N/A 24 87 94
13886
rmasters
MCP-OpenAPI Claim 2
An MCP server that exposes HTTP methods defined in an OpenAPI specification as …
C 56 55 63 40 54 81 41
13887
xiaobenyang-com
Hugeicons Claim
Hugeicons MCP Server is a TypeScript based server that provides integrated tool…
C 56 64 72 66 0 45 95 55
13888
Isaac-theori
An educational MCP server demonstrating common security vulnerabilities like co…
C 56 54 50 21 N/A 27 95 84
13889
Aniruddha1202
An advanced web search and scraping server that enables AI models to perform ta…
C 56 66 72 55 0 24 81 99
13890
x402-index
x402search-mcp Claim
Search 14,000+ x402-enabled HTTP APIs by keyword. Agents pay $0.01 USDC per sea…
C 56 64 72 63 0 32 75 92
13891
abhi-dhoriya
An MCP server that delivers random jokes from multiple sources including Chuck …
C 56 55 45 17 44 81 100
13892
gugga7
Enables AI assistants to discover and search authentic Moroccan tourism experie…
C 56 66 82 31 0 51 82 94
13893
akream
A FastAPI server that implements the Model Context Protocol (MCP) using Server-…
C 56 55 54 22 23 81 100
13894
JoelRevLai
Smithery Scaffold Claim
Provide a scaffold for building MCP servers with ease. Enable rapid development…
C 56 54 30 45 N/A 14 95 92
13895
franccesco
YNAB Assistant Claim
Enables AI assistants to interact with YNAB budgets through natural language. S…
C 56 55 66 32 26 81 65
13896
Vashistht
harcx-mcp Claim 1
An MCP server that enables AI assistants to verify BibTeX citations and URLs ag…
C 56 55 33 37 40 82 92
13897
oofengoo
A custom MCP protocol service that enhances AI models by providing multilingual…
C 56 55 56 82 22 81 23
13898
ag2-mcp-servers
An MCP server for accessing college basketball statistics through the SportsDat…
C 56 55 45 42 21 80 91
13899
RahulPatkiWork
Enables Claude AI to extract transcripts from YouTube videos with zero setup re…
C 56 66 72 43 0 39 81 100
13900
grzetich
Enables querying real-time adoption metrics, trends, and comparisons for popula…
C 56 66 84 36 0 45 81 90
Showing 13851–13900 of 66502 servers
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