MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12101
DaniManas
ResearchMCP Claim
Enables AI-powered academic research by searching and retrieving research paper…
C 62 55 70 33 28 81 91
12102
mprokopov
Ledger MCP Server Claim 2
An MCP server that allows accessing and managing ledger files through Claude by…
C 62 54 71 17 N/A 37 95 89
12103
barwalgayatri02
A demonstration project for building and testing Model Context Protocol (MCP) s…
C 62 54 64 22 N/A 29 95 99
12104
kukapay
thegraph-mcp Claim 1
An MCP server that powers AI agents with indexed blockchain data from The Graph.
C 62 55 57 41 40 78 93
12105
Cam10001110101
A Model Context Protocol server that enables creating, modifying, and validatin…
C 62 55 63 31 41 80 93
12106
mailmodo
Mailmodo Claim
Mailmodo
C 62 66 66 72 0 62 81 97
12107
ibm-pedro-tabofunda
A template for deploying MCP servers without authentication on Cloudflare Worke…
C 62 55 48 67 27 81 83
12108
nic01asFr
Grist MCP Server Claim 1
An MCP server for interacting with the Grist API, enabling language models to m…
C 62 66 69 68 0 73 81 88
12109
Mats2208
MCP-Packet-Tracer Claim 1
AI-powered Cisco Packet Tracer automation using MCP. Generate, validate and dep…
C 62 54 45 53 N/A 27 90 91
12110
milancermak
Starknet MCP Server Claim 2
Facilitates interaction with Starknet blockchain via MCP by exposing various RP…
C 62 55 74 58 38 80 50
12111
openfused
openfuse-mcp Claim
Encrypted mail, shared memory, and persistent context for AI agents.
C 62 55 72 0 N/A 67 81 100
12112
stefanoamorelli
AI agent toolkit for accessing and analyzing SEC EDGAR filing data. Build intel…
C 62 54 64 25 N/A 62 90 71
12113
evangstav
Personal MCP Server Claim 3
A Model Context Protocol server for tracking personal health and well-being, of…
C 62 55 45 58 29 82 92
12114
ssimonitch
A Model Context Protocol server that allows LLMs to interact with Game Boy game…
C 62 54 45 33 N/A 44 90 100
12115
emingenc
Enables control of MentraOS smart glasses through tools for managing text displ…
C 62 66 84 68 0 32 81 99
12116
mobilehackinglab
A server that exposes the Jadx decompiler API over HTTP, enabling Claude to int…
C 62 55 60 30 46 80 94
12117
cdugo
Fetches package documentation from multiple language ecosystems (JavaScript, Py…
C 62 55 70 82 44 81 21
12118
Fewsats
Sherlock Domains MCP Claim 1
An MCP server that enables users to buy and manage domains through Claude.
C 62 54 57 35 N/A 29 95 90
12119
BjornMelin
Automates Grammarly's web interface to check AI detection and plagiarism scores…
C 62 66 84 62 0 50 81 93
12120
OWSSamples
A template for deploying authentication-free MCP servers on Cloudflare Workers …
C 62 55 48 70 24 81 79
12121
joepangallo
mcp-audit-server Claim
Thin MCP and CLI proxy for AI agent and MCP security auditing via a hosted back…
C 62 55 86 0 N/A 67 69 94
12122
TodiwalaVentures
phantom-voices-mcp Claim
PHANTOM VOICES MCP Server — Search, browse, and get platform-ready voice config…
C 62 64 84 57 0 39 95 94
12123
lalanikarim
Comfy MCP Server Claim 1
The Comfy MCP Server uses the FastMCP framework to generate images from prompts…
C 62 54 64 25 42 95 82
12124
Luxter77
Enables semantic search across text documents using vector embeddings stored in…
C 62 55 66 31 37 81 93
12125
nanameru
Enables conversational image generation and editing with Google's Gemini 2.5 Fl…
C 62 55 54 82 23 81 58
12126
MeirKaD
Enables diabetes management by retrieving real-time glucose readings from Dexco…
C 62 55 54 56 24 81 87
12127
gcorroto
MCP-Jenkins Claim
A server that enables interaction with Jenkins CI/CD pipelines from any compati…
C 62 55 54 100 26 81 36
12128
ygboy1986
Enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced …
C 62 54 54 35 N/A 41 95 82
12129
nakamura196
Genji MCP Server Claim
Provides access to the Genji API for searching and analyzing classical Japanese…
C 62 66 84 61 0 44 81 98
12130
NAITIVEAI
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
C 62 55 48 70 24 81 81
12131
RyanLisse
Enables efficient vector database operations for embedding storage and similari…
C 62 55 66 60 22 81 68
12132
nhype
MCP server for any Microsoft Exchange / OWA deployment. Gives LLM agents access…
C 62 54 45 41 N/A 47 90 88
12133
brave
Brave Search MCP Server: web results, images, videos, rich results, AI summarie…
C 62 66 78 70 0 78 69 87
12134
Brucedh
AWS‑IReveal‑MCP
C 62 55 68 31 36 81 91
12135
hanifisenturk
SABIS MCP Server Claim
Enables AI assistants to securely retrieve academic grades and course informati…
C 62 55 54 87 57 71 35
12136
roruizf
Enables AI assistants to interact with OpenStudio building energy models throug…
C 62 55 60 33 40 81 95
12137
orbit-logistics
Enables interaction with Notion through the Notion API by exposing it as tools …
C 62 55 86 50 18 80 57
12138
appieschot
An MCP server that delivers jokes on request, allowing Microsoft Copilot Studio…
C 62 55 33 55 46 83 100
12139
Red5d
Memos MCP Server Claim
Enables AI assistants to interact with Memos instances for knowledge management…
C 62 55 62 36 39 81 89
12140
asdasgusdas
A template for deploying an authentication-free MCP server on Cloudflare Worker…
C 62 55 48 70 24 81 82
12141
Myestery
Provides direct access to Chrome DevTools Protocol for browser automation, enab…
C 62 54 54 58 N/A 27 80 83
12142
JesseEikeland
Provides access to 20+ Kali Linux penetration testing tools including nmap, sql…
C 62 55 66 33 25 81 98
12143
amornpan
MySQL MCP Server Claim 1
Enables secure interaction with MySQL databases, allowing AI assistants to list…
C 62 55 78 32 15 81 93
12144
Charleslotto
An MCP server that enables AI assistants to control and monitor Klipper 3D prin…
C 62 55 69 31 27 77 99
12145
ryo-ymd
simplecov-mcp Claim 1
Enables Claude to directly access and analyze Ruby SimpleCov coverage reports f…
C 62 54 54 58 N/A 35 94 64
12146
lokallost
Enables querying threat intelligence data about files, URLs, IPs, and domains f…
C 62 55 60 32 37 81 97
12147
mlexpertio
MCP PDF Reader Claim
A server that provides tools for reading and processing PDF documents, allowing…
C 62 54 56 20 N/A 40 95 100
12148
self-tech-labs
Provides access to Swiss legal commentaries through Model Context Protocol, all…
C 62 55 84 61 25 82 43
12149
clicks-protocol
mcp-server Claim
Autonomous DeFi yield for AI agents on Base. Query APY, simulate splits, manage…
C 62 55 96 0 N/A 54 61 100
12150
SaintDoresh
An MCP tool that provides cryptocurrency market data using the CoinGecko API.
C 62 55 60 31 36 84 99
Showing 12101–12150 of 57160 servers
« Prev 1 241 242 243 244 245 1144 Next »