MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

33537
Discovered
27407
Scored
1831
Verified
16957
Complete

Last updated 2 hours, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9051
shaunmacfullstack
Exposes Perplexity AI's search capabilities to Claude, enabling real-time web s…
C 68 55 78 42 44 82 91
9052
yuiseki
Edge-TTS MCP Server Claim 1
A Model Context Protocol server that provides text-to-speech functionality for …
C 68 55 71 57 25 81 97
9053
Adity-star
Real-time stock API with Python, MCP server example, yfinance stock analysis da…
C 68 54 60 43 N/A 52 92 95
9054
logos-42
Enables blockchain payment operations across multiple networks including Base, …
C 68 55 84 91 44 81 21
9055
GeoLibra
Enables processing, validation, optimization, and analysis of 3D models with gl…
C 68 55 92 65 N/A 31 95 38
9056
sam2332
Generates customizable placeholder images with configurable dimensions, colors,…
C 68 55 54 100 N/A 32 95 46
9057
NakiriYuuzu
SwaggerMcp Claim
A service that dynamically generates MCP tools from Swagger/OpenAPI documentati…
C 68 55 78 72 42 81 57
9058
rwxproject
A comprehensive template for building Model Context Protocol servers with FastM…
C 68 55 66 63 21 81 99
9059
jlcases
PAELLADOC Claim 2
A Model Context Protocol (MCP) server that implements AI-First Development fram…
C 68 55 80 31 64 80 85
9060
strzhao
Enables downloading videos from platforms like YouTube and converting them to t…
C 68 54 60 61 N/A 32 87 96
9061
yuki9541134
Redash MCP Server Claim
Enables interaction with Redash through its API to execute SQL queries, retriev…
C 68 55 60 60 38 83 98
9062
ricleedo
A starter template for building MCP (Model Context Protocol) servers that integ…
C 68 55 54 100 N/A 26 95 49
9063
rftsngl
Track SpaceX’s latest and upcoming launches. Fetch company information to add c…
C 68 54 72 33 N/A 40 95 95
9064
sengokudaikon
Aider MCP Server Claim 2
A Model Context Protocol server that connects Claude and other MCP clients to A…
C 68 55 69 56 43 80 90
9065
raintear94
High-performance code understanding toolkit that enables batch reading of multi…
C 68 55 62 82 N/A 50 95 44
9066
zxfgds
MCP Toolkit Claim 1
A comprehensive Model Context Protocol server implementation that enables AI as…
C 68 55 78 72 13 71 92
9067
402-md
@402md/mcp Claim 1
An MCP server that transforms SKILL.md files into executable tools for AI agent…
C 68 55 63 61 35 82 93
9068
ashishpatel26
A server exposing intelligent tools for enhancing RAG applications with entity …
C 68 55 74 56 18 81 98
9069
kongyo2
An MCP (Model Context Protocol) server for handling GitHub URLs with validation…
C 68 55 60 100 43 84 43
9070
HeTalksInMaths
ToGMAL MCP Server Claim
Provides real-time, privacy-preserving analysis of LLM interactions to detect p…
C 68 54 96 33 N/A 22 95 80
9071
FreeRiverHouse
AbletonMCP Claim
Connects Ableton Live to Claude AI via the Model Context Protocol for prompt-as…
C 68 54 66 35 N/A 48 90 100
9072
tspspi
Zotero MCP Server Claim
Enables semantic search and management of Zotero reference libraries using Post…
C 68 55 84 38 42 82 90
9073
setugk
Connects Claude to your self-hosted or cloud-based Seafile storage for managing…
C 68 55 76 36 47 80 99
9074
rijkvanzanten
Directus MCP Server Claim 1
A Model Context Protocol server that allows AI tools to connect to and interact…
C 68 55 59 57 49 81 96
9075
johnkimdw
Integrates with Freesound.org to enable searching, discovering, and previewing …
C 68 55 76 47 41 80 89
9076
obrien-matthew
Tarkov MCP Server Claim
Provides comprehensive access to Escape from Tarkov game data, including item s…
C 68 55 84 27 42 83 97
9077
ekmungi
smart-search Claim
A local-first MCP server that enables semantic search over PDF and DOCX documen…
C 68 54 82 33 N/A 27 94 95
9078
MinecraftCodeFoundary
Connects AI agents to Minecraft servers via RCON to execute commands, monitor l…
C 68 55 66 46 46 80 99
9079
danielrosehill
Save-To-NAS MCP Claim
Enables saving files and folders to a local NAS over NFS with automatic share d…
C 68 54 60 58 N/A 29 95 91
9080
Tae4an
Analyzes security compliance documents (ISMS-P, NIST, CIS Benchmark) in PDF/TXT…
C 68 54 72 52 N/A 25 95 83
9081
idsts2670
Alpaca MCP Server Claim
Enables natural language trading operations through AI assistants using Alpaca'…
C 68 55 72 42 50 78 99
9082
BACH-AI-Tools
Enables access to Google Maps business data including search, reviews, photos, …
C 68 55 56 100 48 81 45
9083
paulbennet
AFK Mode Claim 1
An MCP server that bridges VS Code Copilot to your mobile device, allowing you …
C 68 54 45 70 N/A 32 95 96
9084
moxiespirit
oathscore Claim
The trust layer for AI trading agents. Real-time world state (exchange status, …
C 68 54 66 43 41 90 100
9085
erikhoward
A Model Context Protocol server that enables standardized interaction with Azur…
C 68 55 77 43 47 81 88
9086
Tekuor
Connects Claude Desktop to Google Calendar for local calendar management includ…
C 68 54 54 60 N/A 26 95 99
9087
MadeByNando
MCP Postgres Server Claim 1
A server implementing the Model Context Protocol (MCP) for Cursor that allows u…
C 68 55 72 62 20 81 96
9088
jayluxferro
Exposes Burp Suite's REST API to AI assistants, enabling users to trigger vulne…
C 68 54 66 43 N/A 33 95 98
9089
hopx-ai
HOPX MCP Server Claim
Enables AI assistants to execute Python, JavaScript, Bash, and Go code in blazi…
C 68 55 72 36 49 82 99
9090
Wladastic
AutoProbeMCP Claim 1
A Model Context Protocol server that provides browser automation capabilities u…
C 68 55 75 82 49 81 44
9091
NOVA-3951
Enables searching for company logos by brand name and retrieving customizable l…
C 68 55 60 68 26 81 100
9092
ancoleman
Enables context-aware semantic search across codebases using Qdrant vector data…
C 68 55 78 33 46 82 99
9093
mattlemmone
Expo MCP Server Claim 1
A Model Context Protocol server that provides development and debugging tools f…
C 68 54 59 57 N/A 23 95 100
9094
abhinavnatarajan
sqlite-reader-mcp Claim
A lightweight MCP server that provides read-only access to SQLite databases, al…
C 68 54 74 35 N/A 37 95 96
9095
aasm3535
Enables AI models to search the web using DuckDuckGo, scrape webpage content in…
C 68 55 72 53 27 81 98
9096
YeomYuJun
Manages knowledge graph data synchronized with GitHub repositories, enabling re…
C 68 55 86 63 45 81 56
9097
lesong36
DoWhy MCP v2.0 Claim
A server providing rigorous causal inference tools through the Model Context Pr…
C 68 54 84 31 N/A 43 95 78
9098
junaidrahim
Provides real-time weather data and air quality information for geographic coor…
C 68 55 76 42 41 82 96
9099
pHequals7
A Model Context Protocol server that wraps the Tracxn REST API, providing a sta…
C 68 55 77 100 22 81 37
9100
Dev-91
A Model Context Protocol (MCP) based server that efficiently manages PDF files,…
C 68 55 60 67 37 81 90
Showing 9051–9100 of 33537 servers
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