MCP Server Quality Scores

Independent quality analysis of 58691 public MCP servers

58691
Discovered
29876
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6201
ampcome-mcps
Enables sending WhatsApp Business messages including text, media, interactive l…
B 72 55 84 91 42 81 49
6202
Bankless
onchain-mcp Claim
Bankless Onchain API to interact with smart contracts, query transaction and to…
B 72 55 80 60 37 82 92
6203
ethancod1ng
Binance MCP Server Claim 2
A Model Context Protocol server that provides Claude Code with seamless access …
B 72 55 79 73 34 76 89
6204
asklokesh
Zoho Crm Claim 3
MCP server for Zoho CRM API integration
B 72 55 75 91 N/A 62 83 39
6205
prem2230
Notes MCP Server Claim
A simple server for saving, listing, and searching notes persisted to a local J…
B 72 44 54 N/A N/A 35 95 100
6206
Siddhant-K-code
Enables AI-powered creation, configuration, and management of DevContainer envi…
B 72 54 78 50 N/A 39 95 89
6207
adityac7
Provides secure, read-only access to VTION e-commerce analytics data through MC…
B 72 55 84 65 19 81 94
6208
devjason41
A TypeScript prototype for an MCP-style registry providing local utility tools …
B 72 54 66 60 N/A 30 95 100
6209
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
6210
vinhphatfsg
MCP server for CSV/JSON data transformation using YAML rules
B 72 54 75 33 N/A 76 95 88
6211
realpeterz
Mask Editor Claim
Allows users to upload images and paint selections with a brush tool to generat…
B 72 54 74 57 N/A 35 92 94
6212
xiyuefox
Perplexity MCP Server Claim 1
MCP server that enables Claude to request chat completions with citations from …
B 72 55 78 65 39 80 91
6213
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
6214
scoutapp
scout-mcp-local Claim 1
An MCP server for Scout Monitoring data interactions.
B 72 54 69 43 N/A 67 83 100
6215
PedroMarianoAlmeida
ffmpeg-mcp Claim
FFmpeg video/audio tools: cut, convert, concat, remove silence, and raw command…
B 72 55 66 100 N/A 51 95 38
6216
sdairs
claudekeep Claim 1
ClaudeKeep lets you save & share chats from Claude using an MCP inside Claude D…
B 72 54 78 63 N/A 41 95 71
6217
reallycleansauce
Enables interaction with Overseerr API to manage movie and TV show requests, al…
B 72 55 84 66 22 80 96
6218
ethereumfollowprotocol
Enables comprehensive GitHub project management automation including creating/m…
B 72 55 82 68 31 76 89
6219
Atakan-Emre
Enables LLM clients to generate standardized test cases, perform quality contro…
B 72 55 72 51 76 83 81
6220
nakamurau1
TTS-MCP Claim 1
A Model Context Protocol server that integrates high-quality text-to-speech cap…
B 72 55 63 68 57 81 93
6221
magnetai
An MCP server that enables fee-free USDC transfers on the Base blockchain netwo…
B 72 54 75 58 N/A 41 95 82
6222
dili414
ControlAPI-MCP Claim 2
An MCP server that dynamically converts any OpenAPI or REST API into MCP tools,…
B 72 55 77 55 48 82 95
6223
zlatanpham
iReader MCP Claim
Enables extraction of content from various web sources including webpages, YouT…
B 72 55 72 47 60 82 100
6224
DynamicEndpoints
Provides access to FantasyPros API for retrieving sports data including news, p…
B 72 55 78 70 22 82 96
6225
marc-shade
Enables searching, downloading, and analyzing academic papers from arXiv and Se…
B 72 55 94 53 28 81 89
6226
elmariachi111
Proof of Invention Claim
Proof of Invention
B 72 55 78 67 41 81 86
6227
sholtomaud
Provides real-time cryptocurrency market data from the Independent Reserve exch…
B 72 55 78 51 43 82 100
6228
robbhimself-1337
claude-army Claim
Orchestrate multiple Claude Code agents in parallel from chat
B 72 55 90 75 N/A 32 95 48
6229
fandungptit
Provides access to Google Search Console to retrieve and analyze search perform…
B 72 55 88 61 21 82 94
6230
hotjoebq
MCP Stdio Server Claim 1
A Model Context Protocol server that provides tools for mathematical calculatio…
B 72 54 77 53 N/A 24 95 100
6231
MartinSchlott
A redesigned Model Context Protocol server that enables AI models to access fil…
B 72 55 72 65 41 80 96
6232
RadiumGu
AWS FIS MCP Server Claim 1
Enables interaction with AWS Fault Injection Service to create, manage, and exe…
B 72 55 54 82 42 82 98
6233
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
6234
urfanazad
Enables cost optimization and financial operations for Google BigQuery through …
B 72 54 78 53 N/A 22 95 100
6235
widjis
SSH MCP Server Claim
Enables SSH operations including connecting to remote servers, executing comman…
B 72 55 84 100 33 81 43
6236
thetom42
Perplexica MCP Server Claim 1
A Model Context Protocol server that acts as a proxy to provide LLM access to P…
B 72 55 65 58 72 82 87
6237
toolwright-adk
Bootstrap Linear projects from natural language — milestones, epics, issues, an…
B 72 54 60 72 N/A 63 78 87
6238
nileshphapale142
Enables AI assistants to access, search, and analyze Google Spreadsheets throug…
B 72 55 72 66 39 81 94
6239
Sumitbhoyar
Provides browser automation capabilities using Playwright, enabling users to na…
B 72 54 78 56 N/A 27 90 100
6240
kanghouchao
Band MCP Server Claim 1
A Model Context Protocol server that integrates with the Band API, allowing use…
B 72 55 69 60 50 81 98
6241
lundgrenalex
Provides access to FishBase marine biology data including species information, …
B 72 55 86 100 23 81 46
6242
jgsteeler
An ADHD-friendly productivity system that uses AI to provide frictionless captu…
B 72 54 90 31 N/A 42 95 95
6243
alamedaim-apps
Provides read-only access to Authorize.net transaction reporting APIs, enabling…
B 72 55 90 62 24 81 88
6244
ClawPact
Connects AI agents to the ClawPact marketplace, enabling them to discover tasks…
B 72 55 72 72 32 77 97
6245
ezhou89
Enables comprehensive medical research by querying and analyzing data across Cl…
B 72 55 100 74 51 82 38
6246
jphyqr
Enables AI assistants to register prompts for security verification, checking f…
B 72 55 90 60 27 80 92
6247
benedictdebrah
The Materials Project MCP Server is server that provides programmatic access to…
B 72 55 72 66 49 81 90
6248
jiawang1
A stateless HTTP streaming MCP server built with Express that provides tools to…
B 72 54 78 41 N/A 40 95 98
6249
mcp-use
mcp-use-ts Claim
mcp-use is the framework for MCP with the best DX - Build AI agents, create MCP…
B 72 54 94 27 N/A 53 90 91
6250
54yyyu
School MCP Claim 1
A Model Context Protocol server that helps students manage academic workflows b…
B 72 55 57 82 N/A 20 95 98
Showing 6201–6250 of 58691 servers
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