MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10751
YoshiSaurus
mcp-otle Claim 1
An MCP server that simulates the Chipotle ordering experience, allowing AI agen…
C 64 55 51 53 35 82 97
10752
chweyun
Automatically scans and summarizes video links (YouTube, Instagram Reels) and t…
C 64 55 78 41 22 81 90
10753
Xutaotaotao
mcp-get-installed-apps
C 64 54 66 20 N/A 37 95 100
10754
XRealSys
Provides comprehensive Chrome browser debugging capabilities including DOM insp…
C 64 54 62 30 N/A 40 95 89
10755
imprvhub
A Model Context Protocol (MCP) server that enables Claude Desktop to check doma…
C 64 55 60 38 63 80 81
10756
RicardoCenci
WikiJS MCP Server Claim
Enables AI assistants to search and retrieve content from WikiJS knowledge base…
C 64 55 54 70 43 81 69
10757
94halldah
Enables the deployment of remote Model Context Protocol servers on Cloudflare W…
C 64 55 48 67 30 84 85
10758
denar90
Plays Spotify tracks or system sounds as notifications when Claude Code complet…
C 64 64 84 70 0 38 87 99
10759
1049861657
A modular dynamic API server based on the MCP protocol that provides rich tool …
C 64 55 66 100 28 76 36
10760
marcoaapfortes
Mantic.sh Claim
A structural code search engine for Al agents.
C 64 64 90 58 0 67 88 87
10761
payelink
paylink Claim
A payment framework that helps developers easily integrate payments into their …
C 64 64 90 68 0 42 95 86
10762
EmjayAhn
Enables conversation history sharing between ChatGPT and Claude with secure mul…
C 64 55 78 62 26 81 57
10763
michoo
Enables security scanning of codebases through integrated tools for secret dete…
C 64 55 60 36 44 81 97
10764
amanasmuei
A Model Context Protocol service that enables remote management and control of …
C 64 55 72 82 53 76 27
10765
fishke22
Bridges large language models with the Metasploit Framework to enable natural l…
C 64 55 80 31 37 76 92
10766
hxie-pallas
A server that provides a Machine Control Protocol (MCP) interface to search, ac…
C 64 55 68 41 36 81 92
10767
ProPriyam
Scholar MCP Claim
A local MCP server that allows users to search Google Scholar for academic pape…
C 64 55 60 43 45 82 90
10768
Demontie
An MCP server that retrieves product data from the DummyJSON API, supporting fi…
C 64 55 51 100 19 81 53
10769
showfive
Provides a server utilizing Model Context Protocol to enable human-like browser…
C 64 55 78 100 21 81 19
10770
kira-autonoma
agent-memory-mcp Claim 1
An MCP server for managing agent memory using provenance tracking, decay-weight…
C 64 54 90 0 N/A 50 81 97
10771
JulesLiu390
Amadeus-QQ-MCP Claim 1
An MCP server that enables AI clients to send and receive QQ messages through N…
C 64 54 51 41 N/A 46 90 94
10772
adhinugroho1711
A collection of Model Context Protocol servers for cryptocurrency APIs (CoinGec…
C 64 54 66 40 N/A 18 95 90
10773
ag2-mcp-servers
A Multi-Agent Conversation Protocol server that enables interaction with Rajast…
C 64 55 60 60 21 81 88
10774
TamiShaks-2
git-context-mcp Claim
Local MCP server that provides structured Git repository analysis (project stat…
C 64 54 60 50 N/A 25 90 87
10775
execveat
Polyagent MCP Claim
Enables any MCP-compatible client to use existing Claude Code agents from .clau…
C 64 54 78 32 N/A 44 95 63
10776
adhikasp
mcp-twikit Claim
Interact with Twitter search and timeline
C 64 55 66 41 45 76 93
10777
HendryAvila
Hoofy Claim 1
Hoofy — AI development companion MCP server. Persistent memory, spec-driven dev…
C 64 64 84 57 0 73 92 82
10778
jsdelivr
The Globalping MCP server provides users and LLMs access to run network tools l…
C 64 66 94 72 0 36 81 96
10779
SaptaDey
NexusMind Claim 1
An MCP server that leverages graph structures to perform sophisticated scientif…
C 64 55 45 65 36 81 92
10780
yutakobayashidev
A Cloudflare Workers-based server that extracts clean, formatted text from web …
C 64 55 48 62 46 82 80
10781
czangyeob
MCP PII Tools Claim
Enables high-precision detection, anonymization, encryption and decryption of p…
C 64 55 80 43 22 81 82
10782
fourcolors
Omi MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to interact with the…
C 64 55 51 70 25 77 91
10783
hung-ngm
coles-woolworths Claim
Exposes api data
C 64 55 48 55 46 81 91
10784
patgpt
Cosmic MCP Server Claim
A production-ready Model Context Protocol server for interacting with Cosmic he…
C 64 55 72 10 64 83 95
10785
allegiant
MQScript MCP Server Claim 1
Enables AI applications to generate and execute MQScript mobile automation scri…
C 64 55 72 83 N/A 19 87 41
10786
taciturnaxolotl
Connects Canvas LMS to AI assistants, enabling users to list courses and retrie…
C 64 55 92 10 33 81 98
10787
beylessai
Hiworks Mail MCP Claim 1
A Model Context Protocol server that allows integration with Hiworks mail syste…
C 64 55 53 67 39 81 74
10788
hfyydd
localplay-mcp Claim
control mouse on your local computer
C 64 54 42 50 N/A 41 90 100
10789
samihalawa
Edge TTS MCP Claim
Enables AI assistants to convert text to speech using Microsoft Edge's Text-to-…
C 64 55 54 52 44 81 90
10790
Kalypsokichu-code
Enables AI-powered generation of styled QR codes with 10 design presets, suppor…
C 64 66 84 71 0 45 81 100
10791
ferocknew
Enables natural language 3D modeling in Fusion 360 through an MCP server that t…
C 64 54 66 43 N/A 21 95 85
10792
Traia-IO
USDC MCP Server Claim
Enables AI agents and LLMs to interact with USDC API endpoints through a standa…
C 64 55 68 41 24 80 99
10793
cnYui
Provides secure file system operations for AI assistants including directory li…
C 64 55 72 91 N/A 21 95 21
10794
imrnbeg
Jira MCP Server Claim
Enables fetching and viewing Jira issue details directly through Claude Desktop…
C 64 55 84 25 25 81 96
10795
zbkm
mmnt-mcp-server Claim 1
MCP server for Mamont search engine
C 64 55 47 57 51 81 88
10796
3rzy
Make MCP Server Claim 1
An integration server that allows Claude Desktop to communicate with Make (form…
C 64 54 66 43 N/A 18 91 93
10797
gcorroto
Planka MCP Server Claim 1
A Model Context Protocol server that enables AI assistants like Claude to inter…
C 64 55 57 100 26 81 40
10798
Kryzo
A modular Python wrapper for the SNCF API that integrates with Claude Desktop, …
C 64 55 84 37 16 80 89
10799
llxxbb
MCP-Prototype Claim
Enables AI to create interactive HTML-based software prototypes with navigation…
C 64 54 74 26 N/A 37 95 80
10800
codyde
MCP File Server Claim 1
Enables AI models to perform file system operations (reading, creating, and lis…
C 64 54 54 58 N/A 20 95 86
Showing 10751–10800 of 66495 servers
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