MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10251
robcerda
Connects Claude to the RentCast API to provide tools for accessing property val…
C 65 55 74 40 23 81 98
10252
dileepgaganr
Integrates with Robinhood API and LLMs like Perplexity to provide AI-powered po…
C 65 55 50 66 21 81 100
10253
PhialsBasement
MCP Server for the GitHub API, providing features for file operations, reposito…
C 65 55 69 56 20 81 86
10254
jimmyjoe009
OpenF1 MCP Server Claim
Enables access to Formula 1 data from the openF1.org API, including driver info…
C 65 55 84 28 19 83 100
10255
mudit14224
Enables users to preprocess, analyze, and visualize CSV data through comprehens…
C 65 54 72 33 N/A 21 95 97
10256
chirpon9
Provides access to comprehensive Riot Games API documentation for League of Leg…
C 65 55 62 52 26 81 100
10257
kukapay
Providing cryptocurrency project data from Mobula.io to AI agents.
C 65 55 72 30 39 82 98
10258
nghiahsgs
An MCP server that enables AI agents to control a real Google Chrome instance u…
C 65 54 39 62 N/A 37 87 99
10259
uddin-rajaul
Analyzes SQL queries for performance issues, provides optimization suggestions …
C 65 55 76 30 40 84 90
10260
prestonfong
A TypeScript server that provides web search and content fetching capabilities …
C 65 55 86 35 23 81 90
10261
accelizero
Provides real-time cryptocurrency market data and technical indicators (EMA, MA…
C 65 55 72 58 19 81 81
10262
Noveum
API-Market MCP Server Claim 4
A Model Context Protocol server that exposes over 200+ APIs from API.market as …
C 65 55 77 82 41 76 36
10263
ricleedo
A starter template for building custom MCP servers that can integrate with Clau…
C 65 55 60 56 28 76 97
10264
smithery-ai
mcp-figma Claim 4
A Model Context Protocol server that provides access to Figma API functionality…
C 65 55 69 91 18 78 49
10265
IdanAizikNissim
FireConfigMCP Claim 1
An MCP server that provides access to Firebase Remote Config, allowing clients …
C 65 54 59 57 N/A 18 95 85
10266
vishnujayvel
Enables AI assistants to manage Splitwise expenses with atomic duplicate preven…
C 65 66 100 71 0 46 81 86
10267
rncz
Let the LLM's do the heavy work while creating and managing your Nextcloud Note…
C 65 54 60 35 N/A 43 87 100
10268
octave-commons
A unified MCP server with composable tools for GitHub operations, file manageme…
C 65 55 90 43 30 81 70
10269
talosdeus
wiki-js-mcp Claim
wiki-js-mcp
C 65 55 72 43 37 78 89
10270
rang501
speclib-mcp Claim 1
An MCP server that enables AI agents to search, discover, and retrieve technica…
C 65 55 45 71 35 80 94
10271
klutometis
opencode-mcp Claim 2
An MCP server that enables discovery and interaction with multiple OpenCode ins…
C 65 55 51 62 27 82 98
10272
benbonn
An MCP server that allows Copilot Studio and GitHub Copilot to generate differe…
C 65 55 41 67 55 80 87
10273
Harsh-1807
Unified personal assistant MCP server that connects local files, GitHub reposit…
C 65 54 72 37 N/A 21 95 92
10274
pkgxdev
pkgx MCP Claim 1
A Model Context Protocol server that allows AI to run any Open Source tool via …
C 65 54 47 56 N/A 32 95 90
10275
SamDreamsMaker
facturx-mcp Claim 1
An MCP server for electronic invoicing that enables generating, validating, and…
C 65 55 75 82 33 81 38
10276
alexandertsai
A simple MCP server that allows Claude to access your Telegram account to read …
C 65 54 60 41 N/A 40 88 92
10277
OldandOutdated
Enables large language models to retrieve user geolocation data using EdgeOne P…
C 65 55 66 33 44 81 100
10278
yarnovo
Enables intelligent exploration of Unreal Engine documentation through a Neo4j-…
C 65 55 54 62 46 83 77
10279
jamiesonio
Provides a Model Context Protocol server implementation that allows AI agents a…
C 65 55 64 43 40 82 93
10280
jlankellii
Star MCP Claim
A comprehensive Model Context Protocol service providing zodiac information que…
C 65 55 72 100 33 81 23
10281
pedrohzwang
An MCP server that enables integration with Google Drive through a service acco…
C 65 55 57 62 27 80 95
10282
suriyaprakash-25
Enables automated posting of videos to YouTube Shorts and Instagram Reels with …
C 65 55 60 68 16 81 90
10283
janswist
mcp-dexscreener Claim
Real-time on-chain market prices using open and free Dexscreener API
C 65 55 60 67 29 82 81
10284
r3-yamauchi
Enables safe management of MCP server configuration files for AWS Q Developer a…
C 65 54 54 72 N/A 41 92 58
10285
MuthuPalaniappan925
Integrates task management capabilities into Claude Desktop, enabling users to …
C 65 54 70 25 N/A 39 94 96
10286
PrateekKumar1709
PolicyGuard Claim
Provides policy-based access control, incident tracking, and compliance monitor…
C 65 55 84 33 29 82 88
10287
wxzhishang
Provides AI assistants with comprehensive Ant Design component documentation, e…
C 65 54 62 57 N/A 25 88 84
10288
HundunOnline
mcp-agent-forge
C 65 55 66 36 56 81 87
10289
ishaangupta-YB
A template for deploying custom MCP servers on Cloudflare Workers without authe…
C 65 55 56 70 24 81 83
10290
francisco-perez-sorrosal
Enables Claude to access and analyze LinkedIn profile data through the Model Co…
C 65 55 72 32 47 80 90
10291
jgamblin
A server that retrieves CVE details from the NVD API and fetches EPSS scores to…
C 65 55 66 35 39 82 100
10292
benhaotang
A server that provides access to Mathematica documentation through FastMCP, ena…
C 65 54 66 35 N/A 36 95 88
10293
bscott
A Message Control Protocol server that enables Claude Desktop to interact with …
C 65 55 68 82 N/A 42 95 27
10294
keyurgolani
MCP Color Server Claim 1
Enables comprehensive color manipulation, conversion between 22+ formats (HEX, …
C 65 55 84 57 52 81 41
10295
niahZheng
An MCP server that integrates Alibaba's DashScope platform, providing AI chat t…
C 65 55 57 71 33 76 82
10296
jiantmo
Enables AI assistants to interact with Dynamics 365 Commerce systems through 12…
C 65 55 90 74 19 81 39
10297
Samicostox
Generate and manage diagrams (class, ER, sequence, architecture) directly from …
C 65 66 86 71 0 51 81 100
10298
lambda-tuber
PVV MCP Server Claim
Enables text-to-speech synthesis using VOICEVOX Web API with customizable speak…
C 65 54 62 20 N/A 69 95 84
10299
CyprianFusi
Provides retrieval-augmented generation (RAG) capabilities by ingesting various…
C 65 55 72 31 43 81 96
10300
jigarbhoye04
MATLAB MCP Server Claim
Allows execution of MATLAB code from Python using the MATLAB Engine API, enabli…
C 65 54 66 31 N/A 43 95 88
Showing 10251–10300 of 67197 servers
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