MCP Server Quality Scores

Independent quality analysis of 69052 public MCP servers

69052
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7151
argotdev
NHL MCP Server ⚡ Claim
Provides access to live NHL game data, player and team statistics, standings, s…
B 71 5⁄5 ◉ ⏳ 84 100 — 24 81 45
7152
vectara
vectara-mcp ⚡ Claim 1
An MCP server for accessing Vectara's trusted RAG-as-a-service platform.
B 71 5⁄5 ◉ ⏳ 65 46 — 68 82 97
7153
runwayml
Enables AI video and image generation through the Runway API. Supports video ge…
B 71 5⁄5 ◉ ⏳ 54 82 — 49 81 85
7154
CLOUDWERX-DEV
GPT Image 1 MCP ⚡ Claim 1
A Model Context Protocol server that enables generating and editing images usin…
B 71 5⁄5 ◉ ⏳ 69 72 — 46 81 82
7155
INFORMERadm
crypt-r ⚡ Claim
B 71 5⁄4 ◉ ⏳ 66 55 N/A 44 90 97
7156
RyotaOzawa0
An MCP server that utilizes LangGraph and Google Gemini to conduct comprehensiv…
B 71 5⁄5 ◉ ⏳ 69 71 — 44 82 83
7157
twolven
Puppeteer MCP Server ⚡ Claim 2
A Model Context Protocol server that provides browser automation capabilities u…
B 71 5⁄4 ◉ ⏳ 75 56 N/A 36 82 100
7158
twodoorsdev
An MCP server that connects to your React Native application debugger
B 71 5⁄4 ◉ ⏳ 63 60 N/A 52 90 90
7159
NakiriYuuzu
sql-mcp ⚡ Claim 1
A Model Context Protocol server for interacting with MSSQL and PostgreSQL datab…
B 71 5⁄5 ◉ ⏳ 51 75 — 51 81 97
7160
54yyyu
code-mcp ⚡ Claim
Enables Claude AI to run terminal commands, perform file operations, and manage…
B 71 5⁄4 ◉ ⏳ 88 31 — 42 95 91
7161
hply
Enables AI assistants to deploy and manage static websites directly on EdgeOne …
B 71 5⁄5 ◉ ⏳ 88 58 — 24 82 91
7162
yanmxa
OCM MCP Server ⚡ Claim
A gateway that enables Generative AI systems to interact with and manage multip…
B 71 5⁄4 ◉ ⏳ 70 68 N/A 23 95 89
7163
packetracer
Enables comprehensive management of Palo Alto Networks firewalls through a modu…
B 71 5⁄5 ◉ ⏳ 78 68 — 26 81 89
7164
vishalsachdev
Integrates with the Eventbrite API to provide AI-assisted event management capa…
B 71 5⁄5 ◉ ⏳ 72 67 — 51 80 83
7165
blazickjp
Shell MCP Server ⚡ Claim
A secure server that enables AI applications to execute shell commands in speci…
B 71 5⁄5 ◉ ⏳ 94 36 — 43 81 92
7166
Uninen
DevServer MCP ⚡ Claim 1
An MCP server that enables programmatic management and monitoring of developmen…
B 71 5⁄5 ◉ ⏳ 57 52 — 73 82 96
7167
AkM-2018
Enables querying Amazon Neptune databases and analytics graphs using openCypher…
B 71 5⁄5 ◉ ⏳ 66 82 — 44 82 75
7168
acxelerator
mcp-tenki ⚡ Claim
Get weather of Japan
B 71 5⁄5 ◉ ⏳ 44 82 N/A 50 95 85
7169
MCPJam
A production-ready template for building MCP servers on Cloudflare Workers that…
B 71 5⁄5 ◉ ⏳ 78 58 — 32 81 98
7170
YuheiNakasaka
A simple TypeScript-based MCP server that implements a notes system, allowing u…
B 71 5⁄5 ◉ ⏳ 78 100 N/A 17 95 45
7171
joshuadanpeterson
An intelligent server that transforms local Dash documentation into a context-a…
B 71 5⁄5 ◉ ⏳ 94 74 N/A 33 95 38
7172
Sicks3c
HackerOne MCP Server ⚡ Claim 1
Provides read-only access to HackerOne reports, program scopes, and bounty earn…
B 71 5⁄4 ◉ ⏳ 70 58 — 30 92 95
7173
becksclair
Oracle MCP Server ⚡ Claim 1
Enables consulting oracle AI models (Codex or Claude) for expert reasoning and …
B 71 5⁄4 ◉ ⏳ 90 52 N/A 25 82 91
7174
jedarden
A comprehensive MCP server for extracting YouTube video transcripts with suppor…
B 71 6⁄4 ◉ ⏳ 96 75 0 59 95 100
7175
nicholaswilde
Enables access to agent instruction files and prompts for AI development workfl…
B 71 5⁄5 ◉ ⏳ 66 51 — 68 81 93
7176
dcarter610
Enables playback control of local audio files through a virtual audio output de…
B 71 5⁄4 ◉ ⏳ 72 41 N/A 57 92 91
7177
nam090320251
Enables LLMs to automatically generate Excel files with custom structures, adva…
B 71 5⁄5 ◉ ⏳ 80 71 — 27 81 83
7178
liu10250510
File Search Server ⚡ Claim
Enables intelligent file searching in local directories using natural language …
B 71 5⁄4 ◉ ⏳ 78 56 N/A 24 95 89
7179
raghavared
Enables AI assistants to manage Gmail through natural language, supporting oper…
B 71 5⁄5 ◉ ⏳ 66 71 — 40 76 99
7180
Activi-AI
A central knowledge hub that connects AI tools to a unified 'Master Brain' with…
B 71 5⁄5 ◉ ⏳ 78 60 — 33 80 96
7181
iamarunbrahma
mediallm ⚡ Claim
B 71 5⁄4 ◉ ⏳ 84 33 N/A 60 90 88
7182
PromptMixerDev
Enables AI assistants to search documentation of packages and services to find …
B 71 5⁄5 ◉ ⏳ 84 66 — 18 81 91
7183
nbbaier
MCP-Turso ⚡ Claim 1
A Model Context Protocol server that provides Claude access to Turso-hosted Lib…
B 71 5⁄5 ◉ ⏳ 63 70 — 45 76 100
7184
jcwleo
CCXT MCP Server ⚡ Claim 1
A Model Context Protocol server that enables LLMs to interact with cryptocurren…
B 71 5⁄5 ◉ ⏳ 63 68 — 54 81 90
7185
tizee
Unix Manual Server ⚡ Claim 1
Provides Unix command documentation directly within Claude conversations, allow…
B 71 5⁄5 ◉ ⏳ 66 71 — 37 78 97
7186
988664li-star
Enables web search through DuckDuckGo and webpage content fetching with intelli…
B 71 5⁄5 ◉ ⏳ 56 82 — 43 81 90
7187
gifflet
Weather MCP ⚡ Claim
A service that provides real-time weather data, forecasts, and alerts for US lo…
B 71 5⁄5 ◉ ⏳ 68 58 — 43 83 100
7188
SmartManoj
telegram-bot-mcp ⚡ Claim
Send messages and notifications to Telegram chats from your workflows. Deliver …
B 71 5⁄4 ◉ ⏳ 54 71 N/A 26 95 100
7189
G3sparky
A Windows-native MCP server that enables users to paste images, Excel tables, r…
B 71 5⁄4 ◉ ⏳ 84 56 N/A 24 87 93
7190
sayedpfe
A comprehensive learning project providing hands-on experience with Model Conte…
B 71 5⁄4 ◉ ⏳ 66 62 N/A 30 95 92
7191
GGoYoungHee
A boilerplate project for quickly developing Model Context Protocol servers usi…
B 71 5⁄4 ◉ ⏳ 66 61 N/A 26 95 99
7192
Kavishankarks
A Model Context Protocol server that enables Claude Desktop to perform file ope…
B 71 5⁄5 ◉ ⏳ 69 91 N/A 42 95 44
7193
ajaykallepalli
Provides grocery price and nutritional information search capabilities, allowin…
B 71 5⁄5 ◉ ⏳ 94 100 — 18 81 37
7194
ytzlax
Firebase Realtime Database
B 71 5⁄4 ◉ ⏳ 66 65 N/A 43 89 89
7195
7gugu
ZIP-MCP ⚡ Claim 1
An MCP tool that provides AI with the ability to compress and decompress local …
B 71 5⁄5 ◉ ⏳ 78 82 N/A 49 90 44
7196
SecretiveShell
MCP-wolfram-alpha ⚡ Claim 1
An MCP server for querying wolfram alpha API.
B 71 5⁄5 ◉ ⏳ 73 53 — 48 83 97
7197
Samuelr2112
Enables users to manage appointments through a FastAPI backend with PostgreSQL …
B 71 5⁄5 ◉ ⏳ 84 55 — 21 81 100
7198
OpenTorah-ai
Enables Large Language Models to retrieve Jewish texts and commentaries from th…
B 71 5⁄5 ◉ ⏳ 78 53 — 34 82 98
7199
yoriichi-07
Multi Orchestrator ⚡ Claim
Coordinate specialized roles to plan, build, test, and deploy applications end …
B 71 5⁄4 ◉ ⏳ 84 43 N/A 34 95 89
7200
udittripathi
Provides LLMs with safe, read-only access to local codebases for searching, rea…
B 71 5⁄4 ◉ ⏳ 76 50 N/A 32 87 100
Showing 7151–7200 of 69052 servers
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