MCP Server Quality Scores

Independent quality analysis of 48148 public MCP servers

48148
Discovered
29622
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9701
damonhess
Enables integration with Leantime project management software, allowing users t…
C 67 55 60 65 22 81 98
9702
mattapperson
poof-mcp Claim 1
An MCP server that enables AI agents to control the macOS Terminal.app using Ap…
C 67 54 51 58 N/A 32 89 100
9703
AyaanShaheer
Integrates the EduChain library to generate educational content including multi…
C 67 54 64 55 N/A 16 92 98
9704
lis186
A Model Context Protocol server that provides accurate Taiwan holiday and makeu…
C 67 55 69 100 57 81 17
9705
ridrisa
Odoo-MCP Claim 1
Enables interaction with Odoo ERP systems through XML-RPC, providing access to …
C 66 55 72 38 45 78 95
9706
RusianHu
Enables high-quality conversion of SVG files to PNG, ICO, and JPG formats with …
C 66 55 62 100 N/A 39 92 23
9707
liaotaodcx8
mcp-toolkittest Claim
mcp-toolkittest
C 66 55 48 100 N/A 37 95 40
9708
neeraj15022001
Curl MCP Server Claim 2
A Model Context Protocol server that provides secure curl command execution cap…
C 66 55 63 65 22 77 96
9709
PetrefiedThunder
mcp-census Claim 1
Provides access to the US Census Bureau API, allowing AI agents to retrieve dem…
C 66 55 54 63 32 82 93
9710
adarshem
MCP Weather Server Claim 1
A Model Context Protocol server that provides tools to fetch weather alerts for…
C 66 55 53 100 43 81 43
9711
ayyappachinpandi
MCP Calculator Server Claim 1
A minimal Model Context Protocol server that provides basic arithmetic tools an…
C 66 55 62 55 27 82 100
9712
inventer-dev
Internet speed testing with network performance metrics including download/uplo…
C 66 55 66 33 68 82 88
9713
PixelML
Enables natural language control of Reachy Mini robots for tasks like head move…
C 66 54 72 28 N/A 30 95 97
9714
Sifu213
A server that retrieves NFT-related data on the Monad testnet, allowing users t…
C 66 54 54 66 N/A 27 90 87
9715
lingki1
An MCP server that allows AI models to securely access and manage WeChat Cloud-…
C 66 55 57 73 24 76 93
9716
intounknown
MCP-Bocha Claim 1
A Model Context Protocol server that enables AI assistants to search the web us…
C 66 55 51 60 41 81 94
9717
Spectre006
An API server that enables interaction with IBM Maximo resources like Assets an…
C 66 55 72 38 34 81 98
9718
mepsopti
sprout-mcp Claim 1
A model-tiered content pipeline that routes tasks to the appropriate AI model t…
C 66 54 72 27 50 90 90
9719
aadityasinghal7
A Model Context Protocol server that enables AI assistants to interact with Azu…
C 66 55 45 82 26 81 92
9720
LuniaKunal
twitter-mcp Claim
All-in-one Twitter management solution providing timeline access, user tweet re…
C 66 54 66 43 N/A 24 95 92
9721
jezweb
OpenAI MCP Claim 1
A Model Context Protocol server enabling AI assistants to generate images throu…
C 66 55 75 41 37 81 90
9722
PranavMishra28
Enables sending emails through Gmail using your Gmail credentials. Provides a s…
C 66 55 66 100 25 81 43
9723
nklymok
Exposes Monobank personal account data through MCP tools, allowing users to fet…
C 66 55 60 68 21 81 92
9724
aaronsb
Jira Cloud Claim 1
MCP server for Jira Cloud — manage issues, sprints, boards, filters, and custom…
C 66 54 85 20 N/A 55 83 84
9725
dachienit
An MCP server that facilitates seamless interaction with SAP ABAP systems to ma…
C 66 55 69 82 49 80 40
9726
saifeezibrahim
AWS MCP Server Claim
Enables AI assistants to execute AWS CLI commands and access AWS documentation,…
C 66 55 78 33 44 81 91
9727
CheolMinBae
Enables users to search and query information from the 2025 Korean tax law amen…
C 66 55 80 53 16 81 85
9728
BobGod
A Model Context Protocol server that enables AI tools to automatically publish …
C 66 54 45 73 N/A 48 90 75
9729
dbhavery
mcplex Claim 2
An MCP server that bridges local Ollama models and ChromaDB vector memory to MC…
C 66 54 57 40 N/A 48 94 93
9730
zakahan
PypReader-MCP Claim 1
An MCP server that enables AI models to inspect local Python packages by retrie…
C 66 54 57 33 N/A 60 89 99
9731
OpalDecisionSciences
Provides intelligent OpenAI API token management with automatic switching betwe…
C 66 55 78 91 21 81 37
9732
Custodia-Admin
pagebolt Claim
Screenshots, PDFs, OG images, page inspection, and narrated video recording for…
C 66 64 90 81 0 52 83 90
9733
Mineru98
A server that enables AI models to interact with MySQL databases through a Mode…
C 66 55 90 50 53 81 47
9734
refself
Provides comprehensive access to Yahoo Finance data, including historical stock…
C 66 55 60 57 26 80 100
9735
luebken
Playlist-MCP Claim
An experimental MCP server that makes YouTube playlist transcripts available fo…
C 66 54 78 25 N/A 38 95 87
9736
deeppath-ai
mcp-crew-risk Claim
Performs comprehensive crawler compliance risk assessment for webpages, evaluat…
C 66 55 50 57 48 82 93
9737
BACH-AI-Tools
NASA MCP Server Claim 1
Provides standardized access to 20+ NASA data sources including astronomy pictu…
C 66 55 62 83 55 81 40
9738
pr0cf5
GhidraMCP Claim
Enables LLMs to autonomously reverse engineer applications by exposing Ghidra's…
C 66 54 66 33 N/A 40 95 91
9739
rllvusgnzm98
mcp-server-chart Claim
C 66 54 78 26 N/A 45 95 84
9740
olgasafonova
Query ProductPlan roadmaps. Access OKRs, ideas, launches, and timeline data.
C 66 64 96 43 0 81 83 100
9741
scriptstar
Provides personalized Data Engineering learning updates by fetching recent news…
C 66 55 70 100 21 81 38
9742
yellowgg2
Enables searching and retrieving content from BookStack knowledge bases via the…
C 66 55 72 100 27 76 37
9743
sidharthrajaram
MCP Weather Server Claim 1
This SSE-based MCP server allows users to connect and interact with National We…
C 66 55 84 36 28 81 92
9744
as950118
apidocs-mcp-server Claim
Provide a server implementation for the Model Context Protocol (MCP) to enable …
C 66 54 54 68 N/A 26 90 83
9745
DrFirstLee
KIMP MCP Server Claim 1
Enables users to query Kimchi Premium (KIMP) data for cryptocurrencies, showing…
C 66 55 78 53 25 82 78
9746
IONIS-AI
ionis-mcp Claim
HF propagation analytics. 175M WSPR/RBN signatures, band openings, solar correl…
C 66 54 72 28 N/A 38 95 91
9747
h-lu
Paperlib MCP Claim
Enables academic literature management through PDF import, hybrid search, knowl…
C 66 55 54 67 48 81 76
9748
toolprint
mcp-graphql-forge Claim
MCP that can proxy any GraphQL API and expose graphql operations as mcp tools.
C 66 64 96 66 0 33 95 100
9749
Alvinnn1
TinyPNG MCP Server Claim
Enables batch image compression and resizing using the TinyPNG API. Supports PN…
C 66 55 54 72 24 81 89
9750
AlyssonM
HiveAuth MCP Server Claim 1
A Model Context Protocol (MCP) server that enables LLM applications to perform …
C 66 55 78 82 N/A 28 89 37
Showing 9701–9750 of 48148 servers
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