MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29768
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13501
snikithag
An agentic AI system that enables healthcare professionals to log patient sympt…
C 57 54 40 32 N/A 18 95 99
13502
danosb
OneNote MCP Server Claim 2
A Model Context Protocol server that enables AI language models like Claude to …
C 57 55 53 40 26 77 86
13503
Luis-E-Dev
Enables AI assistants to query Salesforce data including retrieving accounts by…
C 57 55 54 28 24 81 95
13504
wearzdk
seedream-image-mcp Claim
🚀 PixelMCP | 为你的 Cursor、Claude Code 等集成AI绘画能力,让AI生成的页面不再单调!
C 57 66 78 68 0 41 81 72
13505
MadMando
A local, agentic AI pipeline that analyzes tabular data, detects anomalies, and…
C 57 54 54 25 N/A 22 95 82
13506
Klavis-AI
strata Claim 1
MCP server for progressive tool usage at any scale (see https://klavis.ai)
C 57 66 69 37 0 82 76 91
13507
Anwesh43
A template for creating and deploying Model Context Protocol servers on the Api…
C 57 55 48 32 24 81 100
13508
putput-io
putput-mcp Claim
File uploads for AI agents. Upload, list, and manage files. No signup required.
C 57 66 72 71 0 29 69 99
13509
TusharShahi
MCP Jira Claim
Model Context Protocol server that allows AI assistants to interact with Jira, …
C 57 55 60 20 24 81 97
13510
y0zg
Enables Claude Desktop to connect directly to Elasticsearch clusters for intell…
C 57 55 60 38 16 81 84
13511
M0-AR
A high-performance MCP server that connects tools like Cursor to Elasticsearch …
C 57 55 54 33 22 80 94
13512
RishiA
Enables natural language querying of a resume with AI/ML experience, business i…
C 57 55 60 22 21 81 99
13513
laksh-krishna-sharma
Weather MCP Server Claim
A Model Context Protocol (MCP) server that provides real-time weather alerts an…
C 57 55 60 31 24 81 86
13514
lulzasaur9192
Enables AI agents to play games like Chess, Go, and Trading against each other …
C 57 55 72 0 29 81 98
13515
Monadical-SAS
A Model Context Protocol server that enables AI assistants like Claude to inter…
C 57 66 71 57 0 40 81 94
13516
Dhineshkumar272005
HackBridge Claim 1
An MCP server that connects AI clients to a Linux terminal for real-time automa…
C 57 54 51 31 25 84 90
13517
juanrave
A Model Context Protocol (MCP) server implementation that uses Server-Sent Even…
C 57 55 42 45 26 81 91
13518
Aniket310101
A Model Context Protocol server that enables large language models to interact …
C 57 55 49 35 27 81 92
13519
EyevinnOSC
MCP Server for Eyevinn Open Source Cloud API, enabling creation of solutions ba…
C 57 66 51 62 0 66 81 90
13520
tamu960925
Redmine MCP Server Claim 2
Enables AI assistants to interact with Redmine instances to manage issues, proj…
C 57 55 84 43 32 82 31
13521
antonioevans
RunPod MCP Server Claim
Enables interaction with the RunPod REST API to manage GPU pods, serverless end…
C 57 66 66 65 0 42 78 92
13522
demixid
An MCP server that indexes local Python projects into a SQLite database to enab…
C 57 54 39 25 N/A 25 95 100
13523
junmer
LottieFiles Server Claim
Search and retrieve Lottie animations effortlessly. Access detailed information…
C 57 66 78 52 0 40 81 92
13524
riteshbangal
BuildMcpServer Claim
A lightweight framework for building and running Model Context Protocol (MCP) s…
C 57 54 50 27 N/A 43 95 71
13525
vog01r
Provides real-time aircraft tracking data from OpenSky Network combined with FA…
C 57 66 90 37 0 49 81 86
13526
vnsavitri
Enables intent-based digital asset discovery for Breville's Vault DAM system us…
C 57 66 84 45 0 42 81 91
13527
eDramas
MasterGo Magic MCP Claim
Connects AI models with MasterGo design tools to retrieve and process DSL data …
C 57 66 76 65 0 25 81 88
13528
mattmarcin
AQICN MCP Server Claim 1
Enables interaction with the World Air Quality Index to fetch real-time air qua…
C 57 66 60 70 0 37 81 92
13529
xbsheng
Time MCP Claim
A time processing tool for the Model Context Protocol that provides features fo…
C 57 55 42 35 45 84 83
13530
mlaurel
A Context Engineering Framework that provides 9 battle-tested development workf…
C 57 64 54 65 0 42 95 89
13531
kathirt
Exposes backend APIs through Azure API Management as an MCP server to enable AI…
C 57 66 78 43 0 42 82 100
13532
JoeWithGlide
MySQL MCP Server Claim
Provides AI assistants with secure read-only access to MySQL databases through …
C 57 66 72 56 0 43 81 90
13533
kongyo2
MCP Dev MCP Claim
Enables LLM agents to programmatically inspect, debug, and test other MCP serve…
C 57 66 60 62 0 55 81 92
13534
jjwjr94
Enables complete interaction with Airtable databases through 16 CRUD operations…
C 57 66 78 43 0 44 81 99
13535
neeraj-jhawar
MCP server that allows AI assistants to query and retrieve information about of…
C 57 55 60 20 16 82 100
13536
RommelAgasa
A quickstart template for building and deploying secure, remote MCP servers to …
C 57 55 42 25 49 82 93
13537
vandreus
UniFi MCP Server Claim
Enables comprehensive management of UniFi network infrastructure through the Un…
C 57 66 60 70 0 27 81 100
13538
wgpsec
cloudsword Claim
一款帮助云租户发现和测试云上风险、增强云上防护能力的综合性开源工具
C 57 54 50 27 N/A 77 92 45
13539
ValenGL
VGL CV Data MCP Claim 1
A Model Context Protocol server that provides access to Valentin Gonzalez Loure…
C 57 55 47 50 N/A 26 83 72
13540
V2-Digital
A Model Context Protocol server that scrapes blog posts from V2.ai Insights, ex…
C 57 55 45 31 29 80 98
13541
NiclasOlofsson
Mode Manager MCP Claim
MCP Memory Agent Server - A VS Code chatmode and instruction manager with libra…
C 57 64 58 31 0 76 95 94
13542
jmh108
A Python implementation of an MCP server that extracts webpage content, removes…
C 57 55 54 25 31 80 94
13543
Eliovp-BV
An interactive tool that enables users to benchmark vLLM endpoints through MCP,…
C 57 55 72 32 21 80 70
13544
vinayak-mehta
Linear MCP Server Claim 2
A Model Context Protocol server that integrates with Linear, enabling AI assist…
C 57 55 33 41 50 80 89
13545
mattcoatsworth
A comprehensive Model Context Protocol server that enables interaction with Shi…
C 57 55 56 82 25 81 25
13546
nanyang12138
Enables AI assistants to search across multiple academic databases (PubMed, arX…
C 57 55 60 31 21 81 88
13547
pratyusendu
A comprehensive collection of 103 tools providing capabilities for text process…
C 57 66 80 50 0 30 80 99
13548
jissac
Provides comprehensive Biblical research tools including scripture lookup, inte…
C 57 66 78 56 0 30 81 90
13549
tinybirdco
mcp-tinybird Claim 1
An MCP server to interact with a Tinybird Workspace from any MCP client.
C 57 66 51 68 0 50 81 99
13550
sinanefeozler
reddit-summarizer-mcp Claim 1
MCP server for summarizing users's Reddit homepage or any subreddit based on po…
C 57 55 45 37 43 76 88
Showing 13501–13550 of 54421 servers
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