MCP Server Quality Scores

Independent quality analysis of 58295 public MCP servers

58295
Discovered
29856
Scored
2112
Verified
16953
Complete

Last updated 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7901
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
7902
nanameru
The URL-Context-MCP MCP Server provides a tool to analyze and summarize the con…
B 70 55 78 82 24 81 67
7903
florinel-chis
Enables AI assistants to search and query documentation from multiple sources i…
B 70 54 76 40 N/A 42 95 90
7904
ranveer0323
Allows Claude and other MCP clients to access real-time and historical stock ma…
B 70 55 70 63 43 81 88
7905
anjor
coinmarket-mcp-server Claim 1
Coinmarket API integration to fetch cryptocurrency listings and quotes
B 70 55 84 42 45 81 93
7906
yanmxa
litemcp Claim
A minimal, lightweight client designed to simplify SDK adoption into MCP
B 70 54 78 50 N/A 45 90 78
7907
alucardeht
ISIS MCP Claim
A local web scraping MCP server with RAG capabilities that provides intelligent…
B 70 54 60 65 N/A 39 90 92
7908
jb-7-jay
Enables interaction with MongoDB databases through user management tools includ…
B 70 55 78 61 21 81 98
7909
MetriLLM
metrillm Claim
Benchmark local LLM models — speed, quality & hardware fitness verdict from any…
B 70 64 90 61 0 83 95 100
7910
afarhadi99
Enables downloading and AI-powered transcription of Twitter Spaces audio record…
B 70 55 80 57 19 81 100
7911
Ejb503
A specialized Model Context Protocol (MCP) server that enables AI-powered inter…
B 70 55 92 45 28 80 93
7912
scmcphub
decoupler-MCP Claim
Provides a natural language interface for single-cell RNA-Seq analysis using th…
B 70 55 78 60 39 81 85
7913
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
7914
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
7915
kurror
A server that enables communication with multiple unichat-based MCP servers sim…
B 70 55 84 61 20 81 89
7916
cppmyjob
Provides structured task planning and tracking capabilities with 40 tools for m…
B 70 55 54 82 N/A 32 95 78
7917
mjmorales
Simple MCP Runner makes it effortless to safely expose system commands to langu…
B 70 54 72 33 N/A 59 95 90
7918
danielklecha
Unofficial Powershell MCP server
B 70 54 74 38 N/A 73 87 81
7919
stefanspycher
Provides comprehensive CRUD access to Anki flashcard data via MCP, enabling Cla…
B 70 54 78 56 N/A 16 90 99
7920
lkb2k
Enables management of Gradle-based Tomcat applications with capabilities for st…
B 70 55 86 75 46 81 50
7921
tensakulabs
telegram-mcp Claim
A minimal Model Context Protocol server for interacting with Telegram bots via …
B 70 55 66 43 64 80 100
7922
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
7923
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
7924
ResakaGit
mcp-vitacore Claim
A session memory consolidation and architectural oversight system that uses Gem…
B 70 55 66 65 42 82 92
7925
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
7926
riteshsonawala
Enables AI agents to interact with KDB+ databases through standardized MCP tool…
B 70 55 78 66 19 81 93
7927
jskorlol
Creates compact skeleton representations of large JSON files by preserving stru…
B 70 55 78 91 27 81 55
7928
bjornhovd
Enables control and monitoring of SmartThings smart home devices through natura…
B 70 55 68 72 19 81 98
7929
gkydev
A Model Context Protocol server that enables AI assistants to interact with Twi…
B 70 55 77 63 19 81 100
7930
ahemavathy
Provides comprehensive functionality including weather data, system utilities, …
B 70 55 90 82 26 81 52
7931
neka-nat
freecad mcp Claim
This repository is a FreeCAD MCP that allows you to control FreeCAD from Claude…
B 70 54 74 43 N/A 59 82 95
7932
JaxonDigital
Enables AI assistants to manage Optimizely DXP deployments through natural lang…
B 70 55 54 82 51 81 80
7933
arslankhanali
Enables interaction with Apple Notes on macOS through AppleScript, allowing use…
B 70 55 54 74 N/A 26 95 94
7934
lioensky
A server that allows AI agents to consult multiple large language models (like …
B 70 55 80 71 21 81 81
7935
1595901624
QRCode_MCP Claim 1
An MCP server that generates customizable QR codes with options for size, color…
B 70 54 51 61 N/A 46 94 100
7936
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
7937
Epochal-dev
open-notebook Claim
MCP server that wraps the Open Notebook API
B 70 54 78 40 N/A 55 83 92
7938
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
7939
dearlordylord
huly-mcp Claim 2
MCP server for Huly project management. Query issues, create and update tasks, …
B 70 54 57 56 65 83 92
7940
alexalexalex222
Design-first MCP for coding agents that improves websites with screenshot-groun…
C 69 54 78 27 N/A 59 95 84
7941 C 69 54 68 50 N/A 22 95 100
7942
dinwind
Cokodo Agent Claim
Serve .agent/ project context, references, and collaborations to MCP-compatible…
C 69 54 66 40 N/A 50 95 96
7943
angeltek
Emby.MCP Claim
Connects an Emby media server to AI clients like Claude Desktop, enabling natur…
C 69 55 88 38 41 76 98
7944
ACaiSec
A local Ethereum contract analysis tool that retrieves on-chain information, in…
C 69 55 56 82 N/A 22 94 78
7945
VapiAI
mcp-server Claim 1
Vapi MCP Server
C 69 55 72 71 N/A 78 80 42
7946
stucchi
Domain Check Claim
Check domain availability across 500+ TLDs. Single and bulk checks with UI.
C 69 54 72 41 N/A 34 94 100
7947
dylan-gluck
An MCP server that enables coding agents to execute and manage long-running she…
C 69 55 63 62 31 81 100
7948
p-united
Simple MCP Server Claim
A TypeScript-based MCP server that enables Claude Desktop to perform file opera…
C 69 55 72 100 N/A 40 95 19
7949
christophersutton
InstantDB MCP Server Claim 2
Provides a read-only interface for querying InstantDB data with tools to execut…
C 69 54 84 53 N/A 18 87 90
7950
sn0w-Xue
A locally-run MCP server that enables downloading images, videos, and LivePhoto…
C 69 54 58 50 N/A 43 95 99
Showing 7901–7950 of 58295 servers
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