MCP Server Quality Scores

Independent quality analysis of 58691 public MCP servers

58691
Discovered
29879
Scored
2112
Verified
16953
Complete

Last updated 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5951
scoutapp
scout-mcp-local Claim 1
An MCP server for Scout Monitoring data interactions.
B 72 54 69 43 N/A 67 83 100
5952
avalla
Enables generation of AI videos and images using RunComfy APIs. Supports multip…
B 72 55 86 61 24 80 95
5953
msaelices
A Python server that enables language models like Claude to interact with Whats…
B 72 55 68 66 50 80 94
5954
ClawPact
Connects AI agents to the ClawPact marketplace, enabling them to discover tasks…
B 72 55 72 72 32 77 97
5955
Stellarhold170NT
Enables AI agents to interact with VnExpress news content through RSS feeds, ad…
B 72 55 82 62 27 82 95
5956
devjason41
A TypeScript prototype for an MCP-style registry providing local utility tools …
B 72 54 66 60 N/A 30 95 100
5957
kentaroh7777
MCP Todoist Claim 1
A Model Context Protocol server implementation compatible with Todoist API, all…
B 72 55 63 70 51 81 95
5958
InditexTech
A Model Context Protocol (MCP) server that enables LLMs to interact with iOS si…
B 72 54 54 53 N/A 85 92 88
5959
guangxiangdebizi
Email MCP Claim 1
A Model Context Protocol server that enables AI models to send emails via simpl…
B 72 55 69 72 33 81 99
5960
Zaroganos
OakVar MCP Server Claim 1
Enables AI assistants to perform genomic variant analysis using OakVar, includi…
B 72 54 78 57 N/A 24 90 100
5961
rsdouglas
janee Claim
Self-evolving MCP server that generates and improves its own tools at runtime. …
B 72 54 64 33 N/A 84 95 93
5962
BrightWayAI
video-analyzer Claim
Analyze videos: extract frames, transcribe audio, generate storyboard breakdown…
B 72 54 72 62 N/A 27 95 93
5963
ericbrown
project-context-mcp Claim 1
Exposes `.context/` folder files as MCP resources, giving Claude Code instant a…
B 72 54 64 38 N/A 71 92 100
5964
smart-mcp-proxy
mcpproxy-go Claim
Local MCP proxy with BM25 tool filtering, quarantine security, activity logging…
B 72 54 80 40 N/A 77 92 72
5965
imranbarbhuiya
Provides an interactive user interface for asking questions with support for te…
B 72 54 74 60 N/A 29 90 98
5966
MarceauSolutions
Compare Uber and Lyft prices for any route in real-time with fare estimates, su…
B 72 55 90 61 24 81 92
5967
appreply-co
mcp-appstore Claim 1
This is an MCP server that provides tools to LLMs for searching and analyzing a…
B 72 55 100 82 N/A 51 81 29
5968
patrickfreyer
MCP server giving AI assistants full access to Apple Mail - read, search, compo…
B 72 54 82 32 N/A 66 87 92
5969
markswendsen-code
gmail Claim 1
Gmail MCP server — send, read, and search email. By Strider Labs.
B 72 54 78 66 N/A 32 74 100
5970
meltingpixelsai
zero-core-budget Claim
Agent spending mgmt, budget tracking, ROI. Zero Core Budget.
B 72 54 52 75 45 89 100
5971
tianpeijun
Email MCP Server Claim
Enables AI to send, read, search, delete and reply to emails through SMTP or Gm…
B 72 55 72 72 26 81 100
5972
MagnusJohansson
siglent-sds-mcp Claim 1
An MCP server that enables AI assistants to control Siglent SDS oscilloscopes o…
B 72 55 53 100 N/A 57 95 50
5973
yupengfei1209
Implements Model Context Protocol (MCP) to enable interaction with CODING DevOp…
B 72 55 80 68 43 80 82
5974
guangxiangdebizi
XLSX Reader MCP Claim 1
A Model Context Protocol server that enables reading and analyzing Excel docume…
B 72 55 81 100 33 81 46
5975
lumalabs
Luma API MCP Claim
Enables image and video generation using Luma's API, supporting multiple models…
B 72 55 80 60 42 80 90
5976
lizTheDeveloper
MCP Proxy Claim
Enables dynamic loading, hot-reloading, and orchestration of MCP servers withou…
B 72 54 90 43 N/A 22 95 96
5977
manateeit
Enables AI assistants to interact with Confluence by converting Markdown docume…
B 72 55 72 72 26 80 100
5978
mimo-3
mcp-imagenate Claim 2
An MCP server for image generation using multiple providers including Google Ge…
B 72 44 51 50 95 93
5979
happyvertical
Enables querying the SMRT framework documentation by automatically routing ques…
B 72 55 86 58 30 81 95
5980
pvliesdonk
Multi-provider image generation MCP server that enables image generation from C…
B 72 44 57 86 58 96
5981
codewithpassion
A remote Model Context Protocol server template for Cloudflare Workers with bui…
B 72 55 72 73 29 80 97
5982
1uokun
Enables AI agents to publish content to XiaoHongShu (Little Red Book) social pl…
B 72 54 72 67 N/A 24 95 89
5983
misiektoja
kill-process-mcp Claim
List and terminate OS processes via natural language queries
B 72 54 70 47 N/A 54 92 95
5984
leftspin
Connects to Xcode's build system to extract, parse, and display errors and warn…
B 72 54 96 30 N/A 37 87 99
5985
JackHP
Enables fetching transcripts from YouTube videos by searching for videos based …
B 72 54 90 36 N/A 43 95 90
5986
baptitse-jn
A comprehensive Model Context Protocol server that enables AI assistants to int…
B 72 55 78 71 21 80 97
5987
ProjectAtlantis-dev
Provides real-time weather data and forecasts for locations worldwide using the…
B 72 55 68 71 44 82 92
5988
mr-wolf-gb
Cross-platform command execution server that intelligently adapts shell command…
B 72 55 78 82 N/A 55 95 40
5989
AmoyLab
Unla Claim
🧩 MCP Gateway - A lightweight gateway service that instantly transforms existin…
B 72 54 70 41 N/A 83 90 85
5990
NiuTrans
MCP Document Parse Claim
Parses various document formats (PDF, Word, Excel, PowerPoint) into Markdown co…
B 72 55 66 68 49 81 91
5991
IAcademico
Weather MCP Server Claim
Enables real-time weather information retrieval and local search history manage…
B 72 54 74 58 N/A 24 95 96
5992
automateyournetwork
ISE MCP Server Claim 1
A Model Context Protocol server that enables programmatic interaction with Cisc…
B 72 55 65 73 43 81 94
5993
hemanth
Paws-on-MCP Claim
A comprehensive Model Context Protocol (MCP) server implementing the latest MCP…
B 72 55 96 43 27 80 100
5994
zhengyun1008
Enables secure access to Oracle databases with fine-grained access control, sup…
B 72 55 78 58 45 81 90
5995
johnelamont
Enables Claude Desktop to capture screenshots through an interactive region sel…
B 72 54 78 57 N/A 27 90 95
5996
agenticledger
Provides tools for AI assistants to query the Canton Network for data on contra…
B 72 55 84 66 26 84 84
5997
Gechmind
Postman MCP Server Claim 2
An MCP server that enables running Postman collections using Newman, allowing L…
B 72 55 81 53 55 81 85
5998
DeepLcom
DeepL MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to translate and rep…
B 72 55 57 71 53 81 99
5999
microsoft
MCP Weather Server Claim
A simple Model Context Protocol server that provides real-time weather data to …
B 72 54 54 58 N/A 55 95 100
6000
viowb
Provides basic utility tools including calculator for arithmetic operations, te…
B 72 54 78 56 N/A 32 87 100
Showing 5951–6000 of 58691 servers
« Prev 1 118 119 120 121 122 1174 Next »