MCP Server Quality Scores

Independent quality analysis of 58295 public MCP servers

58295
Discovered
29865
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7451
kukapay
bridge-rates-mcp Claim
Delivering real-time cross-chain bridge rates and optimal transfer routes to on…
B 70 55 66 58 43 83 97
7452
sangokp
mcp-toolselect Claim 1
An MCP server that recommends specific tools for tasks by learning from usage p…
B 70 54 71 47 N/A 42 92 92
7453
bytefer
mcp-flux-schnell Claim
A TypeScript-based MCP server that enables text-to-image generation using Cloud…
B 70 55 96 75 36 81 43
7454
Guepard-Corp
guepard-mcp-server Claim
B 70 54 78 61 N/A 25 84 88
7455
longmans
Coin MCP Server Claim 2
A Model Context Protocol server that provides access to CoinMarketCap's cryptoc…
B 70 55 79 65 21 81 89
7456
odgrim
MCP DateTime Claim 1
A TypeScript server implementing the Model Context Protocol (MCP) that provides…
B 70 55 60 61 42 83 100
7457
FradSer
Enables performing local web searches and extracting structured content from we…
B 70 54 84 38 N/A 38 87 94
7458
bjornhovd
Enables control and monitoring of SmartThings smart home devices through natura…
B 70 55 68 72 19 81 98
7459
louxsye
An MCP server that enables AI models to perform Google Web searches using the G…
B 70 55 63 68 36 80 100
7460
Vladim8rr2
imessage-mcp Claim
A read-only MCP server for macOS that enables users to search through iMessage …
B 70 54 60 51 N/A 61 92 89
7461
sugarforever
amap-mcp-server Claim
高德地图MCP Server,支持stdio, sse和streamable-http
B 70 55 62 41 N/A 79 82 94
7462
jskorlol
Creates compact skeleton representations of large JSON files by preserving stru…
B 70 55 78 91 27 81 55
7463
oharkins
Provides comprehensive access to real-time weather data, forecasts, historical …
B 70 55 60 71 29 82 100
7464
arslankhanali
Enables interaction with Apple Notes on macOS through AppleScript, allowing use…
B 70 55 54 74 N/A 26 95 94
7465
zazencodes
Public APIs MCP Claim
Enables semantic search and discovery of free public APIs from an extensive cat…
B 70 55 66 82 61 81 57
7466
gkydev
A Model Context Protocol server that enables AI assistants to interact with Twi…
B 70 55 77 63 19 81 100
7467
sworddut
MCP FFmpeg Helper Claim 2
A lightweight server that exposes FFmpeg's video processing capabilities to AI …
B 70 55 84 75 N/A 51 87 39
7468
kukapay
token-revoke-mcp Claim 1
An MCP server for checking and revoking ERC-20 token allowances across multiple…
B 70 55 57 73 43 76 98
7469
rdvo
Steel Puppeteer Claim 2
A Model Context Protocol server that enables LLMs to automate web browsers usin…
B 70 55 65 66 34 81 99
7470
netlify
Netlify MCP Server Claim 1
Enables code agents to interact with Netlify services through the Model Context…
B 70 55 86 82 40 81 46
7471
dswillden
Digital Brain MCP Claim 1
A persistent long-term memory system that enables AI clients to store and recal…
B 70 55 72 70 27 80 90
7472
manimohans
Farcaster MCP Server Claim 2
Provides tools to interact with the Farcaster network, allowing AI models to fe…
B 70 55 66 100 48 80 43
7473
Jing-yilin
TwitterAPI MCP Server Claim 2
An MCP server that provides access to Twitter data and write actions through Tw…
B 70 55 63 100 56 76 47
7474
mjmorales
Simple MCP Runner makes it effortless to safely expose system commands to langu…
B 70 54 72 33 N/A 59 95 90
7475
nvms
tui-mcp Claim
What Chrome DevTools MCP is for the browser, tui-mcp is for the terminal. Launc…
B 70 54 66 56 N/A 37 90 96
7476
ahemavathy
Provides comprehensive functionality including weather data, system utilities, …
B 70 55 90 82 26 81 52
7477
pmhw
Enables random selection tools including lottery drawing from option lists, dic…
B 70 55 80 100 21 81 48
7478
druce
A Python-based FastMCP server that provides financial tools for securities anal…
B 70 55 86 48 25 81 100
7479
lkb2k
Enables management of Gradle-based Tomcat applications with capabilities for st…
B 70 55 86 75 46 81 50
7480
abhishekms1047
Generates MCP servers from Postman API requests, automatically creating JavaScr…
B 70 55 78 66 21 81 91
7481
TheNewJavaman
claude-crowed Claim
A persistent semantic memory system for Claude Code that provides a structured,…
B 70 54 76 33 N/A 48 95 93
7482
chris-enea
Enables text manipulation in Adobe InDesign documents via Claude Desktop by pro…
B 70 54 78 48 N/A 16 95 98
7483
ydzat
An academic paper management tool that enables multi-source research searching,…
B 70 55 84 33 61 81 92
7484
JacerOmri
OpenAPI MCP Server Claim
A command-line tool that transforms any OpenAPI service into a Model Context Pr…
B 70 55 88 67 50 81 52
7485
atriumn
tokencost-dev Claim
LLM pricing oracle — model lookup, cost estimation, and comparison via LiteLLM
B 70 55 90 0 N/A 89 81 99
7486
pablof7z
MCP-NOSTR Claim
A bridge that enables AI language models to publish content to the Nostr networ…
B 70 55 60 70 46 76 94
7487
amcharts
amcharts5 Claim
On-demand access to amCharts 5 docs, code examples, and API reference
B 70 54 60 56 N/A 39 92 100
7488
waimakers
Veo 3.1 MCP Server Claim 1
Enables high-quality AI video generation using Google's Veo 3.1 model for text-…
B 70 55 78 68 24 80 89
7489
ainblockchain
AI Network MCP Server Claim 1
Enables AI agents to interact with the AI Network blockchain by managing accoun…
B 70 55 62 82 43 81 74
7490
theYahia
hh-mcp Claim 1
MCP server for hh.ru jobs API — vacancy search, salary stats, employers, region…
B 70 44 51 N/A N/A 58 83 90
7491
SAK1337
Enables AI agents to query and analyze blockchain data from Dune Analytics, sup…
B 70 55 66 67 42 81 89
7492
jbkix06
Alpaca MCP Server Claim
Enables large language models to interact with Alpaca's trading infrastructure …
B 70 54 66 43 N/A 42 95 100
7493
xinthink
Reader MCP Server Claim 1
A Model Context Protocol server that connects MCP-compatible clients like Claud…
B 70 55 63 51 66 80 93
7494
Solvro
Enables querying a Neo4j knowledge graph about Wroclaw University of Science an…
B 70 55 68 67 34 81 94
7495
Rodrigo-JM
Enables advanced pattern management and synchronization for development workflo…
B 70 55 80 65 21 81 90
7496
warrenzhu25
Enables AI assistants to manage Google Cloud Dataproc clusters and jobs through…
B 70 55 78 37 55 81 97
7497
hxw-haha
MCP Server Demo Claim
A minimal Model Context Protocol server demo that exposes tools through HTTP AP…
B 70 54 60 65 N/A 24 95 98
7498
dohyung1
x402-fpl-api Claim
Personalized Fantasy Premier League intelligence — scored captain picks, transf…
B 70 54 72 27 N/A 64 95 96
7499
codybrom
DocsetMCP Claim
Provides AI assistants with instant access to local Dash documentation docsets …
B 70 54 84 30 N/A 54 90 88
7500
prsantos-com
AirNow MCP Server Claim
A Model Context Protocol implementation that enables LLMs to access real-time, …
B 70 55 62 66 45 81 91
Showing 7451–7500 of 58295 servers
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